What is SMS Pumping: Plivo’s Quick Guide
Learn about SMS pumping, the risks it poses to businesses, how fraudsters generate fake traffic to exploit them, and how to prevent it.
In the digital age, SMS remains a cornerstone for user authentication, particularly through One-Time Passwords (OTPs). However, this reliance has made businesses vulnerable to a growing threat: SMS pumping fraud.
What is SMS pumping?
SMS pumping, also known as Artificially Inflated Traffic (AIT) or SMS toll fraud, is a fraudulent scheme where attackers exploit SMS-based services to generate large volumes of fake traffic. This is typically achieved by:
- Automated Bots: Using bots to flood online forms with fake OTP requests.
- Premium Rate Numbers: Directing these requests to phone numbers that incur higher charges, often controlled by the fraudsters or complicit telecom operators.
The perpetrators profit by receiving a share of the revenue generated from these inflated SMS charges, leaving businesses to bear the financial burden.
Real-World Impact: The Twitter Case
A notable example of SMS pumping's financial impact is Twitter (now X). In 2023, Elon Musk revealed that the platform was losing approximately $60 million annually due to SMS pumping fraud. The scheme involved over 390 telecom operators worldwide, who were either complicit or negligent in allowing the abuse of SMS services.
How does SMS pumping work?
The process typically unfolds as follows:
- Targeting Vulnerable Endpoints: Attackers identify websites or applications that send OTPs via SMS.
- Flooding with Requests: Bots submit numerous fake requests, often using disposable or premium-rate phone numbers.
- Revenue Generation: Each SMS sent to these numbers incurs a cost, which is shared with the fraudsters.
This leads to significant financial losses for businesses, as they pay for messages that serve no legitimate purpose.
Signs Your Business Might Be a Target
Be vigilant if you notice:
- Unusual Traffic Patterns: A sudden spike in OTP requests, especially from unfamiliar regions.
- Sequential Number Requests: Multiple OTP requests to consecutive phone numbers, indicating automated bot activity.
- Low Conversion Rates: A high number of OTPs sent but a low rate of successful authentications.
Preventive Measures: Safeguarding Your Business
To protect against SMS pumping fraud, consider implementing the following strategies:
- Rate Limiting: Restrict the number of OTP requests per user or IP address within a specified time frame.
- Bot Detection: Use CAPTCHA or other bot detection mechanisms to prevent automated submissions.
- Geo-Blocking: Limit OTP requests to regions where your user base is located.
- Traffic Monitoring: Regularly analyze traffic patterns to identify and mitigate suspicious activities.
Plivo’s Solutions to SMS Pumping
Recognizing the growing threat of SMS pumping, Plivo is proud to offer two innovative tools, free of charge, designed to protect your business from fraudulent SMS traffic:
- SMS Pumping Protection for OTP Traffic: This solution is specifically built to safeguard your SMS API endpoints that handle OTP traffic. By detecting and preventing fraudulent OTP requests, it helps ensure your messaging services remain both secure and cost-effective. Read more about SMS Pumping Protection here.
- Fraud Shield for Verify Applications: Designed for applications leveraging Plivo’s Verify API, Fraud Shield delivers advanced fraud detection by analyzing traffic patterns, identifying anomalies, and blocking suspicious activities. This ensures your verification processes stay protected from abuse. Read more about Fraud Shield here.
Learn more about Plivo’s tools for combating SMS pumping by requesting a trial.
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RCS Marketing 101: Your Complete Guide
Discover how RCS marketing delivers rich, branded messages that drive engagement for your business.
SMS marketing works, but let’s be honest: it feels a bit outdated compared to modern apps.
But what if you could send rich, interactive messages with branded content, images, buttons, and carousels straight to your customers’ native messaging apps?
Rich communication services (RCS) makes that possible.
If you’re ready to explore how RCS marketing can transform your engagement strategy, this guide will walk you through everything you need to know. Let’s get started.
What is RCS marketing?
RCS marketing uses rich communication services to send interactive, branded messages through a customer’s default messaging app. It’s a modern upgrade to SMS that lets businesses share images, buttons, carousels, and more — all without needing third-party apps.
A user on Reddit summed up this perfectly:

RCS lets you send messages that are visually branded with logos and colors while remaining interactive. This turns static updates into an app-like experience inside a message.
This shift is part of a broader industry move, led by Google and backed by major mobile carriers, to upgrade messaging infrastructure and make RCS the default standard on Android devices.
As support continues to grow, businesses are adopting RCS as part of their customer engagement strategy. Platforms like Plivo make that adoption easier with a reliable, enterprise-grade gateway to deliver rich, reliable RCS campaigns at scale.
RCS vs. SMS marketing: A quick comparison
Marketers today are looking for ways to deliver more interactive and visual communication, and RCS is clearly leading the way.
While SMS still works well for simple alerts, it lacks the creativity and engagement that RCS marketing offers.
Let’s take a quick look at RCS vs. SMS marketing.
4 key benefits of RCS marketing
RCS marketing makes messaging feel more natural for both you and your customers. And since you can see what’s working and what’s not, it’s easier to pivot your strategy and get better results.
Here are its four key benefits.
1. Improved user interaction
One of the biggest advantages of RCS marketing is how seamless it makes the experience for your customers. Instead of typing out replies or clicking a link to open a website, users can just tap a button right inside the message.
Want them to book a demo, check order status, or browse products? It’s all possible with just a tap.
Fewer steps mean less effort, and that leads to more people following through. In fact, individuals spend up to 37 seconds engaging with RCS messages, which is a lot longer than most other types of mobile messaging.

That extra time and interaction can make all the difference when you’re trying to convert interest into action.
2. Consistent brand experience
RCS marketing doesn’t just tell people who you are — it shows them.
Verified business profiles help people know they’re getting messages from the real brand. Every message shows your brand’s logo, name, colors, and a checkmark. These small details make it clear that the message is coming from a genuine source.

This consistency matters because 88% of people are more likely to buy from a brand they trust.
3. In-depth analytics
With RCS marketing, you can track open rates, button clicks, and how people interact with each part of your message.
You get clear visibility into what’s working and where users are dropping off.
This makes it much easier to measure the return on investment (ROI) and fine-tune your campaigns. The more you understand how people engage, the better you can shape your messaging for results.
4. Higher conversion potential
RCS marketing makes it easier for customers to take action — whether that’s browsing products, booking a service, or making a purchase — all within the message itself.
With fewer clicks and no need to switch apps, the path to conversion feels effortless. And when it’s that easy, more people follow through.
For example, EaseMyTrip used RCS to run a post-COVID travel survey. They added quick-tap answer options and followed up with a thank-you coupon. The campaign saw a 4x higher click-through rate than email, 10x more survey completions, and a 2.7% increase in conversion rate.
5 major use cases of RCS marketing
Here are five major use cases showing how brands are using RCS marketing effectively.
1. Product promotions
RCS makes product promotions feel more like browsing a store than reading a message. Brands can send image carousels that customers can swipe through to explore new arrivals, check product details, and see what’s available without leaving their messaging app.

2. Abandoned cart reminders
The average cart abandonment rate is over 70%, which means most shoppers never make it to the finish line. RCS marketing can help bring them back by making the reminder more engaging and easier to act on.
You can send a message that shows exactly what they left behind, along with a clear button to complete the purchase. It’s visual, straightforward, and the entire experience stays within their messaging app.
3. Appointment confirmations and reminders
A PhD thesis from Manchester Metropolitan University found that forgetfulness is the most common reason people skip their appointments.
RCS makes it easier for both businesses and customers to stay on the same page. You can send a message that shows the appointment details along with a simple calendar view. Add buttons to confirm, reschedule, or cancel — all within the chat.

4. Customer surveys and feedback
Getting feedback is important, but most customers lack the time or patience to complete lengthy forms. RCS marketing makes it easier by allowing brands to ask short, targeted questions and receive quick responses.
Plus, the rich features of RCS let you include images, ratings, or multiple-choice options, making feedback feel more like a conversation.
5. Customer support follow-ups
After a support request is resolved, following up shows customers you care and helps close the loop on their experience. But if the follow-up message gets buried in an email inbox or goes unnoticed, that opportunity to connect is lost.
With RCS marketing, you can send a quick message to check if everything’s working fine. You can include helpful buttons like “Change Password,” “Manage Account,” or “Talk to Support.”

RCS marketing myths and realities
Despite RCS marketing’s growing adoption and proven results, some common misconceptions still hold businesses back from trying it. Let’s look at a few of the biggest myths and what’s actually true.
Myth 1: RCS marketing is too expensive
At first glance, RCS business messaging can seem like a pricey upgrade. Rich visuals, tap-to-action buttons, and branded layouts look premium, so it’s easy to assume they come with a hefty cost.
But cost alone doesn’t tell the full story.
What you get in return matters more. RCS drives significantly stronger engagement with higher click-through rates, increased interactions, and better overall outcomes.
Take Club Comex, the loyalty program of North American paint brand Comex. They sent two rich and interactive RCS campaigns to their members and saw a 10x higher click-through rate, which helped increase revenue by 115%.
That’s the value side of the equation. Better targeting and richer content mean more people click, engage, and convert.
Myth 2: RCS marketing doesn’t reach enough users to be worth it
This concern made sense in the early days of RCS, when adoption was still catching up. But the landscape looks very different now.
In June 2024, the 12-month growth of RCS users reached 36.3%, showing faster uptake than other messaging channels. More Android devices support RCS by default, and it’s being rolled out across more networks globally. Even Apple has announced support, which means RCS is on track to reach a massive number of smartphone users worldwide.
With that kind of growth and widespread support, the hesitation around RCS is starting to fade. Brands can confidently invest in RCS marketing knowing it will connect with more customers than ever before.
Myth 3: RCS gets treated like spam and ends up ignored just like emails
Unlike email, RCS messages appear directly in the user’s primary messaging app alongside personal conversations. They include rich media and interactive elements, making them more engaging and less likely to be ignored.
This creates a more natural, conversational experience that drives higher open and response rates than traditional marketing channels.
Why choose Plivo for your RCS marketing needs
With RCS, you can turn simple messages into rich, branded conversations that feel more like chatting than broadcasting.
Plivo gives you the tools to make that shift without the hassle. From verified messaging to smart automation, everything works together to help you connect better and respond faster.
When combined with AI Agents and a unified customer data platform, RCS becomes more than just messaging. You can deliver personalized experiences at scale, automate everyday interactions, and keep conversations flowing without lifting a finger.
Here’s what you get with Plivo’s RCS API:
- Real-time personalization: AI Agents tailor conversations using customer profiles and behavior triggers to improve engagement and conversions.
- Multi-channel fallback: If RCS isn’t supported, messages automatically switch to SMS to ensure delivery and maintain consistent communication.
- Conversational automation: AI Agents handle FAQs, process orders, schedule deliveries, and route complex queries within RCS.
- All-in-one messaging platform: Manage RCS, SMS, WhatsApp, Voice, and more from a single dashboard.
- Reliable performance: 99.99% uptime and global infrastructure keep your campaigns running smoothly.
With Plivo’s no-code tools, you can quickly launch AI-powered RCS messaging across channels and deliver a consistent customer experience from day one.
See how you can launch your first RCS marketing campaign with Plivo by requesting a demo today!

WhatsApp Agent Setup: How to Launch AI-Powered Conversations at Scale
Learn how WhatsApp agent setup works using Plivo to launch AI-powered, no-code agents that handle support, sales, and engagement at scale.
Your customers are on WhatsApp but are your agents?
If you’re still relying on manual replies, scripted chatbots, or email follow-ups, you’re leaving response time and revenue on the table.
The smarter path? AI-powered WhatsApp agents. They’re full-service, no-code agents that can resolve issues, qualify leads, and send personalized offers 24/7.
In this guide, we’ll walk you through WhatsApp agent setup using Plivo and understand how these agents help you automate conversations that convert.
What is a WhatsApp AI agent?
A WhatsApp AI agent is an automation designed to operate over the WhatsApp Business API. Unlike scripted bots, agents are built to understand intent, pull in context from your internal systems, and complete business tasks like answering account-specific questions or initiating transactions.
Plivo’s WhatsApp AI agents can be trained to use your brand voice, integrated with your CRM or helpdesk, and customized to handle specific use cases, such as subscription renewals, cart recovery, refund processing, or customer onboarding.
They are accessible through a no-code interface and support a multilingual, omnichannel customer experience across WhatsApp, SMS, RCS, and voice.
What you need before setting up your agent
To go live with a WhatsApp agent, you need:
- A verified Meta Business Account
- An active WhatsApp Business Account (WABA) tied to a phone number
- Pre-approved message templates for outbound communication
- WhatsApp Business API access through a business solution provider (BSP) (Plivo offers this natively)
- A platform to design, train, and manage agents (Plivo Agent Studio)
Also read: How to Create WhatsApp Message Templates: A Complete Guide
Optional but recommended integrations:
- CRM (like Salesforce, HubSpot, or Zoho)
- Helpdesk (like Zendesk or Freshdesk)
- E-commerce or billing tools (Shopify, Stripe, etc.)
Step-by-step: How to set up a WhatsApp agent with Plivo
Follow this step-by-step guide for a smooth WhatsApp agent setup with Plivo.
Step #1: Choose your primary use case and define agent scope
Don’t build a generic bot. Start with why you’re automating. This could be handling support queries, sending order updates, re-engaging inactive customers, or managing subscription renewals.

Plivo provides a library of prebuilt AI agents for common use cases like cart recovery, lead qualification, appointment reminders, and product recommendations. You can choose to use one as-is or customize it to fit your business process. Each agent is compatible with WhatsApp and designed to operate across channels as needed.
Step #2: Build the agent using Plivo’s no-code platform
Since your API access is already set up, you can begin building your agent in Plivo’s Agent Studio. This is a visual, drag-and-drop builder where you create conversation flows using blocks that represent actions, responses, conditions, and triggers.

You can structure your flow to respond to specific keywords, match customer intent, route inquiries to different departments, or escalate to a live agent when needed. Each step in the journey can include media-rich responses like buttons, product carousels, quick replies, and file attachments.
Beyond logic design, you can also configure fallback rules for when the agent is unsure, and add human handoff conditions to ensure escalations happen smoothly with full context transferred to the live agent.

This step allows you to fully customize the agent’s tone, workflow, and logic to reflect how your brand communicates.4
Step #3: Train your agent with AI
Plivo supports integration with internal systems like your CRM, order management platform, inventory tools, or helpdesk. This means your agent can access real-time customer data, past orders, preferences, and policies to deliver personalized responses.
You can also connect your knowledge base, including FAQs, SOPs, product documentation, or policy articles. These resources train the agent to respond accurately and contextually, without needing scripted answers.

For natural language understanding, Plivo gives you the flexibility to choose the AI model that powers your agent.

Step #4: Test, launch, and monitor your agent
Once your flow is built and trained, run controlled tests:
- Check for flow accuracy and intent matching
- Review how it handles incomplete or unclear inputs
- Test human handoff and see if the agent transfers the full context

Plivo’s real-time dashboard lets you:
- Monitor delivery, engagement, and satisfaction metrics
- Track where users drop off in conversations
- Identify areas to improve agent logic or content
- Compare campaign and agent performance across channels
After launch, your agent keeps learning. As more customers interact, you’ll gather insight to improve how it responds or what paths it offers.
Plivo is purpose-built for WhatsApp AI agent deployment
Plivo’s platform is designed to help you move from idea to live AI-powered engagement without requiring engineering support or external consultants. When you use Plivo for WhatsApp agent setup, you get:
- Access to prebuilt agents for sales, support, and engagement
- Intuitive no-code builder (Agent Studio) that puts you in control
- Deep integration with your business systems for real-time, contextual replies
- Support for the best LLMs on the market, so your agent is trained with intelligence
- Built-in compliance with WhatsApp’s policies and global data laws
- Unified interface to manage messaging across WhatsApp, SMS, RCS, and Voice
- Enterprise-grade infrastructure with 99.99% uptime and expert onboarding support
Automate outcomes with WhatsApp agent setup in Plivo
Smart WhatsApp automation starts with smart setup. With Plivo's no-code platform, you can automate customer conversations, boost sales, and scale support — all without a development team.
Plivo offers the tools to build agents that reflect your brand, the infrastructure to scale securely, and the intelligence to adapt with your customer needs.
Whether you're trying to cut support wait times, recover abandoned carts, or drive upsells through personalized outreach, a well-built WhatsApp agent can make it happen, and Plivo makes it achievable.
Ready to get started? Request a free trial today!

The Definitive Guide to Automating WhatsApp for Business
Learn how WhatsApp automation can simplify customer communication and scale operations. Know about its key benefits and use cases. Get started today.
Remember when WhatsApp was just a simple messaging app? Launched in 2009, it was a tool for friends and family to stay in touch.
Fast-forward to today, and WhatsApp has become a global powerhouse with over 3 billion monthly active users. Businesses worldwide leverage WhatsApp to connect with customers, share updates, and provide support.
Many businesses struggle to keep up with the growing volume of customer messages on WhatsApp. Manually handling inquiries, sending updates, or following up on leads can quickly become overwhelming and inefficient.
This is where WhatsApp automation steps in.
By automating repetitive messaging tasks, businesses can reduce manual workload, respond faster, and deliver more personalized, timely communication.
In this article, we'll explore what WhatsApp automation is, why it's essential for modern businesses, and how you can implement it to improve customer engagement and operational workflows.
What is WhatsApp automation?
WhatsApp automation is the use of technology to automatically send and manage messages on the platform, especially for business and customer engagement purposes.
It doesn’t require human intervention for every interaction. As a result, businesses can handle customer inquiries, deliver updates, and engage with prospects efficiently.

With WhatsApp business automation, you can:
- Auto-respond to FAQs and reduce ticket volume.
- Reduce customer support load with proactive messaging.
- Route complex support queries to live agents only when needed.
- Send order confirmations and delivery updates automatically.
- Share return instructions based on customer actions.
- Run re-engagement campaigns with smart timing.
- Integrate with Shopify, Magento, and more for real-time updates.
- Trigger workflows from CRMs or e-commerce platforms.
- Keep messaging compliant with auto opt-outs and logs.
Here’s a breakdown of the three main types of automated messaging on WhatsApp:
Key benefits of WhatsApp automation
By automating routine tasks, WhatsApp can help your business stay responsive and consistent across customer touchpoints. Here’s how it can benefit your business:
Reduce manual workloads and response times
When you automate WhatsApp interactions, every department, from marketing to customer service, runs more smoothly.
By automating routine tasks like order updates, FAQs, and customer inquiries, businesses can significantly reduce the manual effort required.
This means your team spends less time on repetitive tasks and more time focusing on high-priority interactions.
Increases the scalability of customer interactions
As your business grows, the number of customer interactions increases. Automation allows you to scale communication efforts without hiring additional staff or losing the personal touch.
Whether you're dealing with 50 or 5,000 customers, automated responses ensure that each inquiry is handled swiftly and consistently.
Enhances customer experience through personalization
Automated WhatsApp messages can be personalized based on customer data, creating a more relevant and tailored experience.
From addressing customers by name to offering product recommendations based on past purchases, personalization makes customers feel valued. This leads to higher engagement rates and improved loyalty.
Cost-effectiveness compared to manual processes
WhatsApp automation eliminates the need for large customer support teams and reduces the time spent on repetitive tasks.
This saves on operational costs and also leads to a more efficient allocation of resources.
5 popular use cases of WhatsApp automation across industries
Businesses everywhere are finding new ways to use WhatsApp automation. Here are five popular examples:
1. Customer support
Automating common FAQs and routine inquiries on WhatsApp helps customers get instant answers anytime. This reduces the number of tickets support teams have to handle, letting them focus on more complex problems.
2. E-commerce operations
Order confirmations, shipping updates, and delivery notifications keep customers informed every step of the way. Automating returns and collecting feedback via WhatsApp speeds up these processes and improves customer satisfaction.
3.Marketing and lead nurturing
Automated lead follow-ups ensure timely, consistent engagement with prospects, boosting conversion chances. Also, you can use personalized re-engagement campaigns to help bring back inactive customers with offers or updates tailored to their interests.
4.Event management and invitations
Automated WhatsApp invites, updates, and follow-ups keep your audience informed and engaged, boosting the attendance rate. This helps you stay connected and make every event a success.
5.Appointment scheduling and reminders
Timely reminders help customers remember appointments, reducing cancellations and improving the overall experience. Automation makes scheduling easier and more efficient for both businesses and customers.
Step-by-step guide to implement WhatsApp automation for your business
To successfully implement WhatsApp automation, follow these key steps that cover planning, setup, and optimization.
Step 1: Define your use cases and goals
Start by identifying which business functions, such as order updates, customer support, or lead follow-ups, will benefit most from automation.
Set clear, measurable goals like:
- Reducing response times
- Lowering manual workload
- Boosting customer engagement
This will guide your automation strategy and help you track success.
Also, ensure compliance from the start. WhatsApp requires businesses to obtain explicit customer opt-in before sending messages. To stay compliant:
- Use clear, transparent language when requesting consent.
- Collect opt-ins through channels like website forms, checkout flows, or click-to-chat ads.
- Log and manage consent within your systems for audit readiness.
Data privacy and compliance are essential for building trust and maintaining long-term customer relationships.
Step 2: Choose the right WhatsApp business API provider
Select a platform that fits your specific needs. Look for features like:
- Robust CRM integrations
- Audience segmentation
- Flexible automation workflows
These capabilities simplify your communication and scale your efforts efficiently.
Make segmentation a priority, use tagging and grouping strategies to target the right customers with the right messages.
With smart tagging and grouping, you can:
- Deliver personalized messages
- Engage the right people at the right time
- Improve conversion and retention
Step 3: Set up your WhatsApp business account
You must set up a verified WhatsApp Business account to use WhatsApp for automated messaging. This includes:
- Registering your business name and details.
- Verifying a dedicated phone number.
- Getting approval from Meta to use the WhatsApp Business API.
This ensures that your business is recognized as a legitimate sender.
Your WhatsApp API provider will typically assist with onboarding, including submitting documentation and setting up the technical aspects.
Some platforms also offer pre-built tools to help you manage mobile number registration, display name approval, and message template submissions.
Step 4: Create and submit message templates
Start by designing message templates for everyday customer interactions, such as:
- Promotional messages (e.g., limited-time offers)
- Transactional updates (e.g., order confirmations, delivery alerts)
- Support messages (e.g., ticket updates or issue resolution)
Each template must follow WhatsApp’s formatting and content policies.
Once your templates are ready, submit them through your WhatsApp API provider for Meta’s approval. Only approved templates can be used for proactive messaging.
Step 5: Build automation workflows
Now that your account and templates are ready, it’s time to connect WhatsApp with the rest of your tech stack. Integrate with:
- CRM systems (to access customer data)
- Support tools (for query management)
- E-commerce platforms (to track orders and actions)
Use event-based triggers, like a new order, a cart abandonment, or a support ticket, to automatically send relevant messages.
Additionally, plan for human fallback. Automation can’t handle everything. Build intelligent workflows that escalate to a human agent when:
- A customer requests help
- The query is too complex
- Sentiment detection flags a negative experience
This keeps your support experience smooth, responsive, and frustration-free.
Step 6: Test, launch, and optimize
Start with a pilot campaign to ensure everything runs smoothly.
Track key metrics:
- Response time
- Open rate
- Conversion rate
Use these insights to refine your workflows, improve message content, and adjust targeting.
Best practices for WhatsApp automation
Following some proven best practices is essential to get the most out of WhatsApp automation. Here’s what you need to know:
Tips for optimizing messaging frequency and timing
To keep your audience interested, it's vital to message thoughtfully and strategically. Here are some quick tips:
- Avoid over-messaging to prevent unsubscribes.
- Use analytics to identify when your audience is most active and receptive.
- Space out messages to keep it natural.
- Monitor response rates and adjust based on customer behavior and feedback.
Leverage data analytics for campaign performance
By tracking metrics such as open rates, click-through rates, and response times, you gain valuable insights into what works and what doesn’t. Use this data to refine your messaging, target relevant audience segments, and optimize timing.
Regularly reviewing analytics helps you make informed decisions that boost engagement and drive better results over time.
Compliance and customer privacy protection
To protect your customers and stay compliant, focus on these key areas:
Enhance customer communication with Plivo’s AI WhatsApp automation
The growing demand for instant, tailored communication on WhatsApp puts pressure on businesses to respond quickly. Customers expect fast, personalized replies around the clock, and doing this manually often leads to delays, inconsistent service, and missed opportunities.
Finding a way to scale these conversations efficiently is critical for businesses looking to stay competitive.
That’s where Plivo comes in, an industry-leading omnichannel platform that automates and personalizes WhatsApp conversations, delivering timely responses at scale.
By leveraging Plivo’s WhatsApp AI agents, businesses can manage a wide range of customer communication tasks, from pre-sales inquiries to post-purchase support, without increasing their team size.
Here’s how Plivo can enhance your customer communication:
- Brand-aligned AI agents: You can customize the AI agents to reflect your brand’s voice, tone, and style. This makes all customer interactions align with your brand’s identity and deliver a personalized experience.
- AI customer service agent: Plivo’s AI agents work around the clock, ensuring your customers receive timely responses, regardless of the time zone. These agents process orders, resolve support issues, and answer questions.

- Natural, human-like conversations: With AI agents, you can engage in context-aware conversations, mimicking human interactions. They remember customer preferences and history to provide relevant responses like a human agent would.
- Simple, volume-based pricing: Plivo charges a flat fee per conversation rather than per message, making costs predictable and scalable. Volume discounts are available to lower your total spend as your messaging needs grow.

- Built-in compliance: Plivo ensures compliance with GDPR, HIPAA, PCI DSS, ISO 27001, and SOC 2 standards.
- Guaranteed message delivery with fallback options: The platform delivers billions of messages annually and uses SMS and voice fallback channels to ensure your customers always receive important communications.
- 24/7 availability: Plivo's AI agents provide instant, 24/7 assistance, answering questions, processing orders, and resolving customer issues.
- Multilingual support: With support for 70+ languages, Plivo’s AI agents can engage with customers globally and offer a multilingual customer service experience.
- E-commerce platform integrations: Integrate seamlessly with popular e-commerce platforms like Shopify, BigCommerce, WooCommerce, and Magento to deliver a unified customer experience across all touchpoints.
With Plivo’s vast carrier network spanning over 220 countries, businesses can significantly cut SMS costs by up to 70% while achieving threefold returns on investment.
Many companies using Plivo CX have experienced remarkable results, earning an outstanding $71 for every dollar invested in their SMS marketing efforts.
Book a free demo today and see how Plivo’s AI WhatsApp agents can change your customer communication strategy.

Customer Experience Automation: All You Need to Know
Automating customer experience enhances satisfaction, boosts retention, and increases customers’ lifetime value. Here’s how it works.
The importance of customer experience needs no introduction— 96% of customers remain loyal to a brand that considers brand perception a priority.
However, delivering a consistent and customer-centric experience is not as straightforward as it seems, especially when you have to do it manually. There are tons of repetitive and error-prone tasks that can affect your efficiency or negatively impact delivery.
And that’s where customer experience automation comes in.
Automation helps you streamline your customer service by delegating tasks, such as ticket routing, rerouting, follow-up emails, and data entry, to AI-powered tools. This means human agents can focus on more strategic and complex customer interactions.
In this article, we’ll explain customer experience automation, its benefits, and how to use it to boost your ROI.
What is customer experience automation?
To answer this, let’s split our definition into Customer experience and customer experience automation.
- Customer experience is a sum of all customer interactions with your business, from their first contact to post-purchase support and the impression they form through these interactions. This encompasses every touchpoint, including browsing your website, engaging with your marketing efforts, interacting with your sales team, using your product or service, and receiving customer support.
- Customer experience automation (CXA) means using AI-driven tools to streamline, optimize, and enhance these interactions with minimal human intervention while still delivering great results. This approach, which allows businesses to automate repetitive tasks, workflows, and communications, results in reduced human errors, consistent support, and personalized services.
Customer experience automation vs marketing automation
Marketing automation refers to using software to streamline marketing processes and manage multi-channel campaigns. However, it focuses heavily on pre-purchase interactions and lead generation.
In contrast, customer experience automation covers your marketing and sales funnel, including pre-purchase and post-purchase interactions. This approach aims to build customer satisfaction, retention, and loyalty.
Customer experience automation vs customer relationship management
While both CXA and CRM aim to nurture brand-customer relationships, the latter primarily does that by centralizing your customer data. CRMs also have minimal or zero customer interface, meaning only your business interacts with the system, not your customers themselves.
On the other hand, CXA offers a customer interface through AI agents like chatbots and integrates with CRMs, ERPs, and other home-grown systems to utilize customer data to deliver personalized experiences.
How does customer experience automation work?
Customer experience automation leverages three crucial components to streamline each touch point in your customer’s journey for faster and more effective service delivery:
- AI agents: AI-powered chatbots engage your leads and customers on the front end to simulate authentically human-like conversations. An example is the all-in-one customer service platform Plivo CX’s self-service chatbot, which is an OpenAI-developed bot capable of custom training for accuracy and relevance.
- Agent assistance: Automation tools provide valuable support to your human agents in the backend through real-time suggestions, seamless retrieval of relevant customer data, and automation of routine tasks during interactions.
- Workflow optimization: Escalation workflows, interactive voice response, ticket routing, and sticky rerouting standardize your processes to boost overall efficiency.
These automation components work in tandem to eliminate drags in your customer experience and enhance satisfaction.
Key advantages of customer experience automation for ecommerce
As HubSpot data suggests, 86% of customer experience leaders believe automation will positively impact their service delivery, and 71% plan to invest more in AI agents like chatbots. Let’s explore some advantages of doing the same for your ecommerce business:
1.Offer 24/7 support
67% of consumers want a response to their queries within 3 hours, and over 60% want 24/7 support availability. That’s not something a 9-5 helpdesk offered by your human agents can help offer, especially when serving cross-border buyers outside your local timezone.
Customer experience automation helps you eliminate these geolocational and support barriers by using round-the-clock AI-powered chatbots built to handle more than 80% of routine questions.
Moreover, you don’t need to hit a break with your customer data collection and analysis. Your automation works nonstop while you nap.
2.Reduce operational costs
For a mid-sized ecommerce business with tens of thousands of customers, you’ll need to set up a bogus team of human agents and data analysts to have a chance at providing a near-efficient experience for your customers. That’s difficult to scale in terms of resource and skill availability.
On the other hand, automating your customer experience with AI agents can help save up to 30% in cost. A single bot can do the work of multiple humans, thus reducing your recruitment costs. Also, good customer experience enhances retention rate and slashes customer acquisition costs.
3.Increase customer satisfaction
Companies using AI report a 20% increase in satisfaction rates. Automation reduces time to resolution, ensures quick escalation to the right channels when necessary, and matches customer data to deliver accurate experiences.
Also, delegating these weights to AI enables companies to allocate resources such as human agents and capital towards improving other core aspects of the customer journey, which serves your customers’ interests.
4.Personalize communications
According to Forrester, 77% of consumers have purchased from or recommended brands that provide personalized experiences.
Customer experience automation ensures this by collating and analyzing customer data from different sources, such as multiple communication channels, e-commerce platforms like Shopify, and CRMs.
Structured data gives valuable insight into your customers’ pain points, previous support history, and other information that can assist in making informed decisions.
A great example is the omnichannel contact center solution Plivo CX's unified desktop agent, which consolidates fragmented customer data from multiple channels, such as email, voice, SMS, WhatsApp, and live chat, into a single, easily accessible interface.
This empowers your human agents with real-time access to valuable insights and enables your chatbots to provide tailored recommendations and assistance to customers.
5.Offer consistent experiences
79% of consumers expect consistency in service delivery; however, 55% say they often feel like they are talking to different departments instead of one organization. This disconnect often occurs when departments operate in silos.
For example, the marketing team may focus on lead generation without aligning with the customer service team, leading to fragmented communication and a disjointed customer experience.
Customer experience automation prevents silo operations by breaking the barriers between your marketing, sales, and customer support teams. This results in a unified contact center and allows access to valuable data, ensuring your customers have a consistent experience pre- and post-purchase.
6.Boost customer relationships
Providing faster responses to queries, accelerating order delivery, reducing touch points to purchase, and offering personalized experiences through automation all boost customer satisfaction. And satisfied customers are more likely to become loyal or connected to your brand.
Customers who feel connected to a brand are worth 306% more in lifetime value. Loyal customers are also good brand advocates and will recommend your business to others 71% more than those who are not.
5 ways to use customer experience automation
While customer experience automation is a must-have superpower, knowing where and how to use it can significantly impact your results. Let’s see some of the most important use cases to consider.
1.AI Chatbots
AI chatbots handle routine queries, manage customer orders through API integrations with stores, sort customer refunds, or simply hand off issues and escalate them to your human agents. These bots can also provide smart product recommendations to customers and help streamline decision-making.

As noted before, Plivo CX’s OpenAI-powered self-service chatbots, which you can train in-house with a custom dataset to provide accurate and hyper-personalized responses to your customers. You can also guardrail them to stay within your company’s playbooks and brand voice.
2.Live chat
Occasionally, your chatbots might hit a hard rock and be unable to address a query. In that case, you can employ customer service automation to reroute the query to a live agent through a smart sorting system that uses customer data to choose the most appropriate human agent and channel.

Plivo CX’s drag-and-drop workflow builder makes this possible by helping you build sleek workflows without coding to streamline escalations, routing, and rerouting. This reduces time to resolution and ensures your customers get the assistance they need.
3.Self-service portals
Utilize automation to create self-service portals to help customers access their personal information, initiate actions, and solve problems with barely any interaction with your agents. They are personal but password-gated dashboards that have been automated to provide tailored assistance based on customer data.
These portals also often include an account management dashboard that displays relevant transactions, personalized knowledge bases like FAQs, and task management features to apply for a credit card or follow a ticket’s history.
4.Automated notifications & emails
You can set up automated notifications and emails for your ecommerce business based on several triggers, such as cart abandonment, confirmation after placing an order, shipping updates, a drop in the price of previously viewed products, or when a product is out of stock.

Plivo CX’s Shopify integration allows owners to provide proactive support through preset reminders, personalize messaging, and make smart routing decisions based on centralized customer data.
5.Feedback surveys
Use automation tools to collect feedback from your customers to refine your delivery further. You can do this via AI chatbots and simply ask customers to rate their experience after the resolution of a query. You can also send a survey to their emails after an interaction.

Plivo CX’s CSAT collection feature helps you do that by sending predesigned surveys to customers and providing visual analysis in order to pinpoint areas that need improvement quickly.
Implement superior customer experience automation with Plivo CX
Automating customer experience is seamless only when using the right solutions. Plivo CX offers an AI-driven platform with a full-packaged automation system designed to streamline communication, enhance engagement, and ensure smooth interactions across your channels.
Plivo CX also boasts a 24/7 OpenAI-powered chatbot that can be trained to make informed decisions guided by your company’s policies, accurately and rapidly address customer complaints, and escalate issues to human agents along with detailed notes or data when required.
In addition to that, the tool offers several features, such as:
- Unified communication: As noted before, you can manage all customer conversations across channels like email, voice, SMS, WhatsApp, and live chat from a single, agent-friendly platform
- Seamless integrations: Connect Plivo CX with your existing tools, including CRM, ERP, helpdesk, home-grown systems, and more
- Data-driven optimization: Track real-time analytics and generate custom reports to gain insights into customer interactions and agent performance
- Communication with media support: Enhance interactions with multimedia support, including images, videos, and documents
- Increased productivity: Streamline workflows with message templates, internal notes, and skills-based routing
- Comprehensive features: Leverage call recording, IVR, multi-language support, and robust security features for a complete solution
To learn more, book a demo!

A2P SMS Messaging
Learn how A2P SMS messaging simplifies campaign management. Know about its benefits, use cases, compliance, and drive conversions with A2P SMS.
The global A2P messaging market was valued at USD 71.50 billion in 2024 and is expected to grow at a CAGR of 5.4% from 2025 to 2030, far outpacing email and other communication channels.
This impressive growth is fueled by the need for businesses to connect with their customers in a direct, reliable, and immediate way—a need that A2P SMS messaging perfectly fulfills.
Businesses can engage their audience effectively by adopting automated systems to send targeted messages. A2P SMS has become a cornerstone of modern customer communication, from marketing campaigns to critical alerts.
In this article, let’s explore the fundamentals of A2P SMS messaging, its benefits, and some top use cases of A2P SMS.
What is A2P (application-to-person messaging)?
A2P messaging, also known as A2P SMS, is a communication method where businesses use automated systems to send messages directly to consumers or mobile users.
This form of communication is used for various purposes, such as marketing promotions, appointment reminders, order confirmations, or customer service alerts.

A2P messaging is widely used across industries such as retail, healthcare, and financial services.
How does A2P SMS work?
A2P SMS uses automated software systems to send text messages from applications to consumers. Businesses integrate these platforms with their CRM or marketing systems to trigger messages for specific actions.
The messages are delivered via mobile network operators or cloud-based services. This system allows businesses to scale their messaging efforts, sending thousands of messages simultaneously while maintaining a personal touch.
A2P messaging vs P2P messaging
A2P and P2P (Person-to-Person) messaging differ in their usage and structure. Whereas A2P is used for business communications, such as promotions and notifications, P2P is meant for personal conversations.
The table below outlines the key differences between these two messaging types.
Use cases of A2P texting
These use cases explain how A2P SMS helps businesses engage with customers efficiently across various industries:
Alerts and notifications
A2P messaging is used to send important alerts, such as account activity or service interruptions, keeping customers informed in real time.
Example: Banks send alerts about suspicious account activity, or service providers notify customers of outages.
Mobile marketing
A2P SMS is also quite effective for sending promotional offers and deals directly to customers’ phones. It’s an ideal medium for reaching customers with time-sensitive deals.
Example: A retailer sends an SMS campaign offering a limited-time discount code for a holiday sale or a flash promotion for Black Friday.
Appointment reminders
Businesses in healthcare, hospitality, and services use A2P texting to remind customers of scheduled appointments. This reduces no-shows and improves customer satisfaction.
Example: A dental office sends a reminder about an upcoming appointment.
Voting and surveys
A2P SMS facilitates customer feedback through surveys or voting systems, making it easy to gather insights.
Example: TV shows request votes from viewers, or businesses send customer satisfaction surveys.
Two-factor authentication (2FA)
A2P SMS is commonly used to send verification codes as part of multi-factor authentication, which adds an extra layer of security.
Example: E-commerce platforms send one-time passwords for account login.
Customer support
A2P messaging can be used for automated customer support, providing responses or updates.
Example: Airlines send flight status updates or tech companies send issue resolution steps.
Order and delivery updates
A2P SMS keeps customers updated on the status of their orders and deliveries. It’s an essential tool for e-commerce businesses to keep customers informed about their purchases.
Example: Online retailers send shipment and delivery time updates.
Benefits of A2P SMS for businesses
A2P SMS offers several benefits for businesses. Here’s a closer look at some key advantages:
High open and engagement rates
Text messages boast a 98% open rate, significantly higher than other channels like email. This means businesses can be confident recipients will see their messages. A2P SMS is an ideal channel for delivering critical updates or promotional offers.
For instance, brands like Sephora and Domino’s use SMS to send promotions and updates, knowing that their messages are almost guaranteed to be read.
Direct and immediate consumption
Text messages are delivered instantly and read almost immediately. This makes SMS ideal for time-sensitive information.
For example, FedEx uses SMS to provide real-time shipping updates, ensuring customers receive important delivery information instantly.
Cost-effective
SMS is a more affordable marketing tool compared to traditional methods like TV or print ads. Retailers often use SMS for flash sales or limited-time offers. Fashion brands like H&M send SMS to announce exclusive sales, reaching large audiences at a fraction of the cost
Better deliverability
SMS messages have a higher deliverability rate than emails, as they’re less likely to get caught in spam filters. This reliability makes it ideal for customer service notifications, such as appointment reminders from healthcare providers like CVS.
Scalability
A2P SMS allows businesses to easily scale messaging campaigns, from sending thousands of messages during promotions to personalized notifications.
Whether you’re a small business or a large enterprise, SMS platforms allow you to adjust your messaging campaigns.
Increased efficiency
Automated A2P SMS campaigns help businesses improve operational efficiency. Companies like Amazon use SMS to send order confirmations and delivery updates, automating customer service tasks and reducing manual effort.
Improved customer experience
SMS improves the customer experience by providing timely and relevant information such as delivery notifications, appointment reminders, or customer service alerts. This way businesses show they value their customers’ time and needs.
Detailed analytics
A2P SMS platforms provide detailed insights into customer behavior, such as message open rates and click-through rates. Marketing platforms like EZ Texting allow businesses to track campaign performance and adjust messaging strategies accordingly.
A2P 10DLC in the US
A2P 10DLC (10-digit long code) is a messaging system in the U.S. that enables businesses to send application-to-person (A2P) SMS using standard 10-digit phone numbers.
Introduced by U.S. carriers, A2P 10DLC offers higher throughput, better deliverability, and improved compliance for business messaging compared to traditional P2P methods.
To use A2P 10DLC, businesses must register their brand and campaign details with The Campaign Registry (TCR) to meet regulatory and carrier requirements. This ensures transparency and reduces spam.
It’s commonly used for notifications, marketing, and customer service, offering a scalable and cost-effective solution for business communication.
Regulations regarding A2P SMS
Regulations on A2P SMS messaging protect consumers from spam and ensure businesses maintain transparency and accountability. Key global frameworks include:
- Sender ID registration: Register sender IDs with carriers to improve message deliverability and avoid blacklisting
- Content restrictions: Adhere to content guidelines, avoiding spam, scams, and harmful content
- Opt-out mechanisms: Provide clear and easy-to-use opt-out options for recipients (e.g., replying “STOP”)
- Carrier compliance: In the U.S., carriers enforce specific guidelines, such as those for 10DLC (10-Digit Long Code) numbers, requiring businesses to register their campaigns and adhere to throughput and content standards
- Consent: Businesses must obtain explicit consent from recipients before sending A2P messages. This aligns with regulations like the TCPA (Telephone Consumer Protection Act) in the U.S. and GDPR (General Data Protection Regulation) in the EU
Understanding consent types in A2P messaging
A2P messaging requires varying levels of customer consent based on the purpose of communication. For instance:
- Customer-initiated messaging: Implied consent: When a customer initiates a conversation, such as asking about a product or service, their action implies consent to respond.
- Informational messaging: Express consent: Customers explicitly agree to updates like account changes, fraud alerts, or appointment reminders.
- Promotional messaging: Explicit consent: Businesses must ensure customers have confirmed their agreement to receive marketing content.
Non-compliance can lead to fines, legal actions, or carrier bans. TCPA violations can cost up to $1,500 per unsolicited message. Businesses must stay informed to ensure lawful messaging.
Use Plivo CX for your A2P SMS marketing campaign
Launching SMS campaigns can be overwhelming, especially when you’re struggling to reach the right customers, like a clothing brand missing out on holiday shoppers.
Without the right SMS marketing strategy and tools, targeting the right audience is a challenge.
As an omnichannel customer service platform, Plivo CX simplifies campaign management for businesses looking to launch product announcements, flash sales, and new collections through targeted A2P SMS campaigns
Plivo CX helps you connect with your audience in a personalized and automated manner, delivering higher engagement and driving better ROI.
Here’s why you should choose Plivo CX to launch targeted SMS campaigns:
- Select your audience: Target the right customers with lists and segments

- Choose the channel: Engage customers through SMS, MMS, Email, or WhatsApp
- Send now or later: Manage and schedule campaigns for optimal timing and ROI

- Create your message: Use templates or AI Assist for quick, custom content

- Performance insights: Track key metrics to optimize your campaigns and maximize ROI

- Copywriter AI: Create personalized messages with Plivo CX using AI-powered suggestions and advanced audience segmentation.
What’s more, Plivo CX taps into Plivo’s proprietary premium carrier network that is spread across 220+ countries. As a result, you can reduce your SMS marketing costs by up to 70% while reaching the right customers at the right time and driving instant engagement.
Sign up for a free demo and see how Plivo CX can optimize your A2P SMS campaigns!

10 Ways to Transform Operations With AI Call Center Agents
Find out how AI call center agents help businesses boost productivity, cut operational costs, and deliver personalized customer experiences around the clock.
In 2024, approximately 60% of customers report that long holds and wait times are the most frustrating parts of a service experience. So, for every additional minute, businesses risk losing loyal customers and new opportunities for growth.
Worryingly, this risk does not end here. Repetitive inquiries and inefficient workflows can strain even the most experienced agents, leading to burnout and reduced productivity.
This is where AI call center agents can help transform operations. Trained on specific datasets, AI can manage simple tasks like answering FAQs and handling complex queries with real-time sentiment analysis.
This article will explore the most impactful ways AI agents can help brands optimize customer experience.
What are AI call center agents?
AI call center agents are virtual assistants that manage customer service interactions typically handled by human agents. They are powered by artificial intelligence and use machine learning to interact with customers via phone, chat or messaging apps.
AI agents can understand and respond to a wide range of frequent customer queries, resolve issues and perform transactions with minimal human intervention. In a way, this is a more intuitive way compared to resolving customer queries through voice prompts and keypad inputs.
In 2023, 40% of contact center workers in the U.S. reported that AI has made their work easier, particularly in handling customer information tasks.
10 ways AI can optimize call center operations
A Gartner study indicates that 80% of companies are utilizing AI to enhance customer experience, with many planning further adoption by 2025. This is because, unlike traditional call center operations that struggle with long wait times, repetitive tasks, and an overwhelming number of customer inquiries, AI call center agents can accelerate and optimize call center operations. Here is how:
1.Round-the-clock availability for continuous support
AI call center agents operate 24/7, ensuring customers can access continuous support. Whether it is midnight inquiries or early morning complaints, businesses are always ready to interact and resolve requests.
Continuous support is necessary if your business operates globally and needs to support customers across different time zones. Some common use cases include answering FAQs, processing transactions, and escalating complex cases to human agents when necessary.
AI call center agents are also highly scalable and can simultaneously handle any number of customer interactions. This ensures your call center remains agile and adaptive, regardless of demand volume.
Additionally, the flexibility allows call centers to maintain superior service levels without hiring additional staff.
2.Automation of repetitive tasks and FAQs
Call center agents often have to spend much time on manual and mundane tasks such as data entry and status updates. AI call center agents can take it away from their plate and automate these routine interactions, reducing processing time and optimizing workflows.
It also allows human agents to focus on more complex issues requiring problem-solving and critical thinking. Moreover, customer service automation resolves customer issues 52% faster, increasing overall productivity.
Some of the other areas where AI call center agents can help include:
- Order tracking and status updates
- Call summarization and transcription
- Ticket creation and management
- Real-time language translation
- Sentiment analysis
- Agent assistance with real-time suggestions
- Knowledge base management and updates
- Personalized customer interactions
3.Personalization of customer interactions
According to a study by McKinsey, 71% of consumers expect personalized interactions from companies, while 66% get frustrated when this doesn’t happen. To this end, call center AI agents can analyze customer data and tailor interactions based on preferences, history, and behavior.
AI agents can also track patterns in past interactions and customize real-time responses to provide a highly personalized experience. For example, if a shipment is delayed due to weather, the AI agent can notify and even offer a coupon code for the inconvenience.
Here are a few areas where personalization works best:
- Customer greetings and onboarding
- Tailored product or service recommendation
- Issue resolution based on history
- Proactive support based on customer behavior
- Loyalty programs and VIP experiences
- Personalized follow-ups and check-ins
4.Call routing and intelligent escalation
If appropriately trained, AI call center agents can handle most complex queries. However, they may face challenges when situations require critical thinking, advanced reasoning or solving multi-step problems.
At times like this, transferring these complex queries to a human agent is critical to maintaining a consistent customer experience.
AI call center agents use intelligent call routing to direct customers to the appropriate agent or department. Human agents are also presented with relevant information about callers and their intent to make the process quick and easy. This can boost agent productivity while enhancing customer experience.
5.Handling high volumes and reducing wait times
AI call center agents are designed to handle high call volumes effortlessly, eliminating the need to hire extra staff. This allows your business to maintain high performance and responsiveness even during times like seasonal rushes or promotional spikes.
Additionally, customers get access to help without long wait times or hold music. AI agents can guide them through self-service options, providing added assistance so that agents don’t feel overburdened and pressured.
Moreover, they can determine a customer’s intent and cues, identifying the top reasons for reaching out to offer quick and personalized service.
6.Real-time sentiment analysis for improved interaction
AI call center agents detect customer sentiment and analyze verbal cues, tone and language patterns in real-time or past conversations. They can determine if the interactions are positive, negative or neutral, allowing human agents to judge situations and respond accordingly.
Sentiment analysis can further help in the following:
- Enhancing customer satisfaction by prioritizing issues based on the tone of the customers
- Driving proactive engagement by tailoring responses to match the customer’s emotional state
- Alerting the manager of the customer’s emotion and allowing them to listen to the interaction and guide the agent
- Improving marketing strategies by analyzing customer reviews, social media comments, and survey data
7.Predictive insights for proactive support
Implementing predictive analytics within call centers can improve efficiency and productivity by up to 60%, allowing for better handling of peak call times and reduced customer wait times.
By analyzing past customer interactions and historical data, AI call center agents can predict future behavior and preferences. This is done by collecting data from various sources, such as past purchases, browsing history, and even social media history.
The data is subsequently organized and analyzed to identify patterns that people might overlook.
It can help in:
- Providing proactive support by enabling companies to get in touch with customers before they report an issue
- Identifying low and peak times and enabling businesses to allot duties to agents accordingly, avoiding overstaffing or understaffing
- Identifying cross-selling and up-selling opportunities to help companies deliver targeted offers
8.Streamlined onboarding and training
AI call center agents can accelerate onboarding and help newly hired agents gain confidence faster. They can also provide real-time guidance to human agents as they handle interactions by offering replies, suggestions, and relevant information based on the context of the conversation.
When reps cannot handle a difficult conversation, AI call center agents can instantly pull up the necessary information from the integrated knowledge base and CRM systems, eliminating the need to search for information manually. This way, they enable reps to respond faster and more accurately and help new hires navigate customer conversations more confidently.
9.Perform quality control
Quality control is necessary to maintain a consistent customer experience. AI call center agents help managers conduct thorough quality assessments, gain actionable insights and tailor training programs to boost agent performance and improve customer satisfaction.
Here are a few ways AI call center agents can help perform quality control:
- Analyze call transcription by generating accurate call transcripts. This allows managers to review interactions and identify weak areas that can be improved through targeted training
- Assess call transcripts to reveal trends, common issues, and customer preferences to enable managers to make data-driven decisions for process enhancements
- Evaluate agent performance based on customer service goals and benchmark
10.Reduce call wrap-up times
AI call center agents can analyze real-time interaction or post call recordings to generate accurate call summaries based on the conversation. Based on the insights, AI generates a summary highlighting key information such as customer complaints, resolutions and the need for any follow-up.
This reduces the average amount of time spent on each call, allowing agents to complete post-call tasks faster.
Experience the power of AI in customer service with Plivo CX
AI call center agents are gradually becoming a must-have for recalibrating call center operations. However, it is important to note that AI's key function is to support human agents and augment their skills, not replace them.
To deliver a truly exceptional customer experience, humans' empathy, understanding and personal connection will need to be combined with AI's accuracy, agility and speed.
As an all-in-one omnichannel customer service platform for MSMEs and enterprises, Plivo CX offers reliable support, accelerating the delivery of efficient and personalized service.
The platform empowers businesses to run operations smoothly with intuitive AI-powered chatbots, IVR, and a unified agent desktop that brings disparate channels, such as email, voice, SMS, WhatsApp, and live chat, in a single window pane.
What’s more, you can train the OpenAI-powered chatbots on custom company datasets so that the customer query response contains only the most appropriate and accurate information.
Some of the stand-apart features of Plivo CX include:
- Omnichannel support: View, track, and manage customer conversations across channels on a unified platform
- Available 24/7: Attend to customers around the world with continuous support
- Easy escalations with notes and summaries: Summarize conversations and escalate to human agents when necessary
- Comprehensive customer insights: Analyze real-time or recorded conversations to identify areas of opportunities and improvements
- Agent coaching tools: Guide your human agents with features such as call recording, barge, and whisper to improve performance
- Automated ticketing: Categorize and prioritize incoming tickets, ensuring that urgent issues are addressed promptly
- IVR: Create automated phone menus to guide callers and route them to the right department or agent
- Integration with CRM for better support: Pull customer information effortlessly from your existing CRM and tech stack
Book a demo now to start a free trial.
FAQs
1.Are AI call center agents secure?
Yes, reputed AI systems adhere to strict security and data privacy standards, ensuring customer data is handled securely. Many AI agents integrate directly with CRM systems and follow industry regulations to protect customer information.
2.How can AI call center agents improve customer experience?
AI agents provide quick, 24/7 support, reducing wait times and resolving common issues immediately. They can also route calls to the right departments, personalize interactions, and adjust responses based on customer sentiment, all of which contribute to a more satisfying customer experience.
3.Can AI call center agents help reduce operational costs?
Yes, AI call center agents can significantly reduce operational costs by handling high volumes of inquiries without the need for additional human agents. This helps businesses save on staffing and overtime costs while improving efficiency.

How to use AI to analyze phone calls and improve your customer experience
Learn how to use AI call analysis to identify trends and improve your customer experience.
Every customer call holds valuable information about what they really want and how they feel about your company. Now that we can improve customer experience with artificial intelligence (AI), manually reviewing hundreds of sales calls to analyze the most or least effective talking points is a thing of the past.
Analyzing phone calls with AI reveals what resonates with customers and what doesn’t. If your call center AI tools highlight frequent inquiries about billing issues or service plans, you need to refine your service plan documentation and improve billing transparency.
The global AI market in the call center segment is projected to exceed $4 billion by 2027. This means many businesses are using AI call analysis to save time and improve customer experience. Whether you’re new to AI call analysis or looking to improve your existing strategies, this blog offers valuable insights to help you succeed.
How does AI call analysis work?
You can use AI to analyze phone calls and find valuable insights into customer needs and preferences. Here are some key approaches:
Transcribe audio to text
An AI call analysis tool transcribes conversations from audio to text in real time. This lets you search through call transcripts for specific sentences or phrases without listening to every call.
Say you notice a sudden spike in complaints about a product or service. You can quickly surf through call transcripts and search for specific words to pinpoint customer complaints. This way, you derive meaningful insights from customer calls in less time.
Sentiment analysis
An AI-based call analysis tool goes beyond words. It finds trends in conversation, including repeated keywords, speech patterns, and even customer sentiments and tone.
The tool extracts emotions from various sources, including customer emails, chatbot histories, customer service call transcripts, comments on returns and refunds, and customer feedback or surveys.
Keywords and topic detection
Phone call analysis with AI automatically identifies key topics and keywords discussed during calls. This helps you spot trends, like recurring questions about a particular feature or a product, allowing you to update FAQs, training materials, or even product documentation.
The benefit? It significantly reduces call handling times and pushes agents to provide accurate and timely responses, automatically improving customer service.
Predictive analysis
AI call analysis has the power to analyze past interactions and predict future behaviors. So if a customer frequently asks about a product upgrade, you might proactively reach out with customized offers or share new product updates with those customers.
Using AI for customer service also facilitates market segmentation. Analyzing data on customer behavior, preferences, and demographics helps you identify segments that are likely to be the most profitable.
This approach lets you focus on high-value customer segments, leading to lower costs for acquiring new customers.
Benefits of using AI to analyze phone calls
Analyzing phone calls with AI offers numerous advantages that can transform customer service operations, including:
Learning customer sentiments
Talking to hundreds of customers each day, it’s easy to misinterpret a good call for a bad one and vice versa. An AI-powered sentiment analysis helps understand how customers feel during interactions. It assesses the tone and emotion behind their words for you to pinpoint areas of frustration or satisfaction and tackle them head-on.
For example, if AI detects a high level of frustration in calls about a specific service, it prompts you to inform your marketing team or provide additional training to agents who may lack the necessary information to effectively address customer concerns.
Identifying trends
AI for customer service uncovers emerging trends in customer inquiries and concerns. Analyzing call data over time reveals recurring issues or topics, such as a rise in questions about a new product feature.
Use this insight to adapt your offerings, enhance marketing strategies, or update training materials to better equip your team.
Improving training and development initiatives
AI call analysis also identifies common challenges agents face. You can apply these insights to tailor training sessions for addressing specific skills or knowledge gaps.
For instance, if calls reveal that agents struggle with handling billing-related inquiries, you can help them understand the pricing structure and discount options to improve their confidence.This ultimately leads to a more competent team.
Step-by-step guide to implementing AI for call analysis
Here’s a step-by-step guide to using AI to analyze phone calls.
1. Choose an AI-powered communication tool
When it comes to AI call analysis, several popular options stand out. These are a few platforms and key features to consider when setting up your audio streaming platform:
- Gong: Provides an in-depth analysis of sales calls.
- CallRail: Focuses on marketing analytics and monitoring call performance and customer interactions.
- Telldesk: Offers real-time call analysis and helps identify trends and customer sentiment.
Depending on your objective, choose a platform that best suits your business. Consider these features when making your choice for an AI-powered communication tool:
- Ease of integration with your existing CRM system
- Detailed analytics and visual dashboards
- Real-time call analysis
- Sentiment analysis
- User-friendly interface
2. Categorize calls
Choose call centers AI tools that categorize calls in real-time based on issue types, product inquiries, and customer satisfaction levels. This feature provides managers with better insights into common customer concerns and agent performance, making it easy to identify trends and training needs.
For example, Plivo creates an AI-driven call summary within a few seconds, as opposed to manual note-taking, which could take minutes or more, depending on the complexity of the call.
Plivo segments calls by:
- Subaccount
- Geo-location
- Hangup details
- Carrier network
- Device metadata
3. Speech-to-text transcription
Choose an AI call analysis tool that captures user input with real-time transcription to perform sentiment analysis.
Plivo, for instance, offers support for speech recognition in 27 languages and their regional variants. It also offers pre-built use-case-specific IVR models with pre-answer that lets you specify what happens after a call is transferred but before it’s picked up.
Additionally, it filters profanity, detects and masks inappropriate content in transcriptions, and improves speech recognition accuracy with a list of hint words expected from the speaker. These features lead to better AI call analysis and save your business from legal risks and penalties due to profanity in content.
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4. Perform qualitative call analysis
Poor call quality directly impacts sales and customer satisfaction. When customers can't effectively communicate with your team, you risk losing sales opportunities and existing clients.
The solution is to choose a platform that performs — Plivo.
Tools like Plivo’s call debug UI quickly find the root causes of these issues, helping businesses mitigate these risks, improve overall call quality, and enhance customer experience.
With this feature, you get answers to:
- Who initiated the call?
- How and from where was the call initiated?
- Where did it terminate?
- Which device, operating system (OS), browser, and mic was used?
- Who hung up the call and why?
- What other legs were involved in the call flow?

Moreover, it collects feedback from end users using the Call Quality Feedback API. This process determines the root cause through correlations between audio quality metrics and various attributes, including network conditions, geolocation, and device metadata.

5. Generate comprehensive reports
A detailed summary of key call quality indicators such as latency, MOS, and packet loss makes complex data more accessible. You can tailor reports to suit different stakeholders, ensuring the information is relevant and easy to understand.
Plivo lets you access all or any of the call insights data within the console using existing views, or even push data to third-party AI tools/platforms.This makes the call not only more accessible but also actionable.

6. Implement continuous KPI performance monitoring
Key metrics provide insights into customer satisfaction. Regularly collecting feedback will help you stay in tune with customer needs and expectations.
Keep an eye on the following metrics:
- Net Promoter Score (NPS): Measures loyalty by asking how likely customers are to recommend your product to others on a scale from 0 to 10.
- Customer Effort Score (CES): Assesses how easy or difficult it is for customers to interact with a company.
- First Contact Resolution (FCR): Indicates the percentage of customer issues resolved during the first interaction.
For example, tracking NPS reveals how likely customers are to recommend your service, while CES measures how easy it is for them to get their issues resolved.
Incorporate Plivo’s VoIP solution for improved customer experience
Plivo easily integrates with existing AI tools/systems. It’s really a simple five-step process:
- Sign up: Create an account on Plivo.
- Purchase number: Acquire a number through the Plivo console or API.
- Attach number: Link the number to your application.
- Establish connection: Use the following XML instruction to start streaming:
<Response>
<Stream bidirectional="true" keepCallAlive="true">wss://yourstream.websocket.io/audiostream</Stream>
</Response>
- Send audio back: Stream audio back to Plivo using the websocket connection for real-time conversational interactions.
Once integrated, you can facilitate real-time call analysis and action on live audio data. With automated call transcriptions, you can easily dive into sentiment analysis, allowing you to understand customer emotions instantly. This capability ensures that you maintain high-quality calls, even during peak times, so your customers consistently receive top-notch service.
Plivo also offers a feature called Queueing, which enables AI analysis to capture and process all calls in the queue. Combining detailed debug logs with AI insights helps identify recurring call patterns and issues to encourage proactive problem-solving before escalation.
All of these powerful features come at a competitive price of just $0.003 per minute per stream for VoIP and audio streaming. Use AI to analyze phone calls with Plivo and improve your customer service experience.
Contact us today to learn more about how Plivo can improve customer experience with AI.

Twilio vs. Vonage
Explore Twilio's features, pricing, and scalability compared to Vonage to make an informed choice for your communication needs.
Twilio and Vonage are among the most well-known Communications Platforms as Service (CPaaS) providers. Gartner reviews highlight Vonage's robust, user-friendly features, which make it a reliable platform for businesses of all sizes. In contrast, Twilio stands out for its developer-focused, highly customizable APIs, appealing to businesses seeking more control and flexibility.
However, for businesses seeking the best of both worlds, Plivo offers a compelling alternative. It blends Twilio’s developer-friendly interface with Vonage’s comprehensive features, making it an ideal choice for scaling businesses looking to keep their communication costs in check.
In this blog post, we’ll compare Twilio vs. Vonage, and look closely at Twilio features, integrations, Vonage capabilities, and pricing. We’ll also explore how Plivo offers a strong middle ground for businesses seeking a balance between Twilio’s and Vonage’s unique offerings.
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Twilio vs. Vonage: A quick comparison
The table below focuses on comparing Twilio and Vonage, providing a brief overview of their functionalities.
Read on for an in-depth analysis of Twilio features, Vonage capabilities, Vonage API features, and pricing structures.
Twilio vs. Vonage: Detailed features comparison
Both Twilio and Vonage offer powerful APIs and tools to enhance messaging, voice, and video capabilities, but they differ in key areas that could impact your decision. Here’s a detailed comparison of Twilio and Vonage features to help you find the best fit for your business.
Twilio SMS API features and use cases

- MMS support: Drive two-way engagement with cross-channel messaging for MMS and more using a single API.
- Screen-sharing and live chat: Add live chat, share screens, and create custom video players.
- Personalized messages: Customize messages for reminder notifications, delivery updates, and more.
Use cases
- Appointment reminders
- Delivery notifications
- Emergency alerts
- Send marketing messages
- Account notifications
- Verifications and OTPs
Vonage SMS API features and use cases

- Fraud Defender: Protect your revenue and reputation with real-time alerting and automatic blocking of suspicious traffic.
- Two-way messaging: Allow your customers to reply to messages for an interactive, chat-like experience.
- Call queuing: Automatically queue high-volume traffic to the carrier networks under each carrier’s regulations.
- Message concatenation: Split and seamlessly reassemble longer text messages according to carrier specifications.
Use cases
- Automated notifications
- Missed appointments
- Failed delivery attempts
- Order status updates and shipping alerts
- Promotional campaigns with detailed offers
- Service outage or maintenance alerts
Twilio Verify API features and use cases

- Actionable insights: Access dashboards showing conversion and success rates by region and channel, along with SMS fraud trends to optimize fraud prevention.
- Silent network authentication: Authenticate securely without user interaction, protecting accounts and transactions seamlessly within your app.
- Improved compliance: Build compliant healthcare and financial applications without requiring personally identifiable information (PII).
- Route optimization: Verify and use premium telephony routes on Twilio's Super Network to prioritize deliverability and speed.
- Multiple delivery channels: Deliver OTPs through SMS, WhatsApp, voice, and email, all via a single API.
Use cases
- Login protection
- Signup verification
- Improve message deliverability
- Personalize messaging and voice calls
- Stop SIM swap fraud
- Enrich data and risk models
Vonage Verify API features and use cases

- Pre-designed templates: Customize message templates, pre-record voice calls, and configure retry intervals for optimal user experience.
- Multi-channel authentication: Authenticate users across WhatsApp, email, Silent Authentication, SMS, and voice channels.
- Dynamic code generation: Generate unique verification codes in real-time to improve security for logins and transactions.
- Customizable workflows: Set up tailored verification workflows to match specific user journeys and security needs.
Use cases
- Fraud prevention during high-risk activities (e.g., large transfers)
- Protection for subscription sign-ups and recurring services
- Age verification for restricted content or purchases
- Secure access to financial or healthcare applications
Twilio Voice API features and use cases

- Interactive Voice Response (IVR): Build a self-service auto attendant menu that customers can navigate in multiple languages.
- Call transcriptions: Record and transcribe call conversations for live captions and future reference.
- Speech recognition: Use speech-to-text to enable voice forms, surveys, and lead qualification.
- Call tracking: Track caller details, call time, and integrate data into your CRM.
Use cases
- Self-service customer support
- Real-time call transcriptions for compliance
- Voice-based lead qualification
- Automated call tracking in CRM systems
- Customer surveys through voice forms
Vonage Voice API features and use cases

- Automatic speech recognition: Add voice control and enable easy-to-use self-service with automatic speech recognition in over 120 languages.
- Call forwarding: Direct calls to different numbers or devices based on predefined rules or conditions.
- Real-time call control: Provide businesses with the ability to manage and control calls in real-time, including muting, recording, or transferring calls.
- Call recording: Record incoming and outgoing calls for future reference or compliance purposes.
Use cases
- Automated phone menus for customer self-service
- Compliance recording for financial and healthcare services
- International businesses establishing a local phone presence
Twilio customer engagement applications suite
Twilio Flex

Twilio Flex allows you to manage interactions with customers across channels such as phone calls or emails. You can:
- Use your current voice carrier and phone number with Flex.
- Surface responses to customer questions to save time.
- Gain insights on customer conversations, track KPIs, and configure custom dashboards.
- Augment existing solutions with a custom IVR.
- Customers can engage via SMS, WhatsApp, voice, Facebook Messenger, WebChat, and more.
Twilio Engage

Twilio Engage makes it easy to launch email campaigns quickly and effectively. It helps you create emails with AI-generated headings, text, and images—cutting down hours of work. Built on clean, reliable data, it ensures your messages reach the right audience with greater impact.
The platform also provides tools for automating tasks, helping teams run effective campaigns with less effort and better results.
Vonage contact centers
Vonage offers a powerful omnichannel contact center solution that lets agents handle all kinds of customer interactions, both internal and external.
The platform combines everything you need to keep your team productive, from team collaboration tools and workforce management to call routing and real-time analytics. This makes it a great fit for a variety of Vonage use cases, whether you're in sales, customer support, or even remote team management.
With Vonage, you can route calls to the right agents based on their skills, making sure customers are connected to someone who can help. The dynamic IVR system understands customers in dozens of languages. The AI-powered features support:
- Live sentiment analysis
- Call monitoring
- Whisper
- Barge
These features help coach agents in real time and ensure quality support at every step.
Here’s a quick breakdown of company sizes based on G2 data for both CPaaS providers:
- Twilio: 50.2% small businesses, 30% mid-market, 19.8% large enterprises.
- Vonage: 67.2% small businesses, 23.3% mid-market, 9.5% large enterprises.
Twilio vs. Vonage customer support
When it comes to customer support, both Twilio and Vonage offer distinct approaches to assist businesses and end-users. This comparison highlights the key differences in their customer support plans.
Twilio customer support plans
- Developer plan: Provides basic support with API status notifications and web support, but no guaranteed response times.
- Production plan: Offers more robust support, with guaranteed response times for priority issues (3 hours for P1, 6 hours for P2, and 9 hours for P3), live chat support, and phone support, with a minimum monthly cost based on usage.
- Business plan: Delivers faster response times and higher-touch support, including phone and live chat. The pricing scale depends on monthly spending, starting at a minimum of $250 for the production plan.
Vonage customer support plans
- Standard plan: Caters to simple, non-critical Vonage use cases that require reliable support (8 am-5 pm) with best-effort response times. It includes access to the online knowledge base, email support, web support, and chat support, but doesn’t offer phone support.
- Priority plan: Offers 24/7 support with a service level objective for response times and phone support. It also includes service status notifications and a 99.99% platform availability service level agreement (SLA), starting at $750 per month.
- Premium plan: Caters to high-volume, mission-critical use cases, offering 24/7 support with guaranteed SLAs for response times, phone support, and access to the same platform availability SLA.
- Premier plan: Provides top-tier support, including a designated support engineer, customer solutions management, best practices guidance, quarterly roadmap webinars, and regular health checks and business reviews.
Twilio vs. Vonage: Pricing
Let’s compare Twilio pricing vs. Vonage pricing to get a clear view of how their cost structures compare.
Twilio pricing
Vonage pricing
Twilio vs. Vonage: Pros and cons
We’ve outlined the pros and cons of Twilio vs. Vonage to understand which solution provider better suits your business.
Twilio pros and cons
Pros
- Users appreciate Twilio's user-friendly setup, with clear instructions and an intuitive interface that makes integrating applications quick and easy, saving time and effort during onboarding. (Source)
- Several users have specifically enjoyed Twilio's feature that converts MMS messages to SMS. (Source)
- Some users have praised Twilio's developer documentation as thorough and immensely helpful. (Source)
Cons
- Some users have complained about poor customer support and that they had to resort to the community to solve a problem. (G2, TrustRadius)
- The cost gets high, especially for high-volume messaging requirements (Source)
Vonage pros and cons
Pros
- Several users have praised Vonage for its extensive feature set and wide range of integrations, stating that it covers almost every feature and integration imaginable. (Source)
- Users also enjoy its high-quality voice and video calls and easy configuration. (Source)
- Users have complimented Vonage Business Communications for its user-friendly interface, particularly when making changes to user profiles, voicemail passwords, and other settings. (Source)
Cons
- Some users have complained about frequent call drops due to a technical glitch. (Source)
- Several users have expressed frustration with the extension limit of three devices in Vonage, as it restricts their ability to work efficiently across multiple locations. (Source)
- Users have also reported the software being complex and confusing, particularly when trying to find specific contacts or navigate certain features. (Source)
Introducing Plivo: A reliable API solution
As the best communication platform for businesses, Plivo offers reliable coverage in over 220 countries and territories, ensuring your messages and calls reach users worldwide.
In addition to global coverage, Plivo stands out among the three providers for its user-friendly interface, transparent pricing, and a well-rounded combination of customizable features. It has earned strong reviews from users on platforms like G2.
Moreover, Plivo’s user base predominantly consists of small businesses, with 79.1% of its users coming from this segment, 16% from mid-market companies, and 4.8% from large enterprises. This makes Plivo an ideal choice for growing businesses that need a scalable, cost-effective CPaaS solution.
Here’s a quick rundown of Plivo’s API solutions.
- SMS API: Plivo’s SMS API lets businesses send and receive text messages globally. Whether you're sending promotional offers, appointment reminders, or verification codes, Plivo makes it simple to integrate SMS into your application.

- Voice API: Plivo's Voice API allows you to make and receive high-quality voice calls, automate workflows with IVR (Interactive Voice Response), and even build custom call centers. It’s great for businesses looking to add voice functionality to their apps or improve customer service by handling calls efficiently with auto attendants.

- Verify API: Plivo’s Verify API streamlines user authentication with two-factor authentication (2FA), using SMS, voice calls, or email for businesses that need to securely verify users, or add extra layers of security during sign-ins.
- WhatsApp Business API: With Plivo’s WhatsApp Business API, you can engage with customers on the world’s most popular messaging platform. Plivo simplifies the integration of WhatsApp into your business’s communication strategy, enabling you to send order updates, customer support messages, and promotional content.

Audio streaming: Plivo’s audio streaming feature gives you access to the raw audio stream of your voice calls by transmitting live audio to your backend. Your sales team can use it to:
- Build voice-based AI applications that respond to support queries.
- Get real-time transcription or sentiment analysis.
- Create IVR systems with conversational support to handle customer requests.
It stands out for its robust customer support options, especially for premium users, who prefer 24/7 access to assistance. From getting started to scaling, Plivo's support team provides assistance with troubleshooting, guidance, and solutions.
Plivo’s API solutions provide businesses with flexible, scalable communication tools, whether for global SMS, voice calls, secure verifications, or WhatsApp messaging. Their reliable network coverage and responsive support ensure your business stays connected and efficient, no matter where your customers are.
Book a demo to see for yourself.

Understanding One-Time Passcode Fraud
Learn what OTP fraud is and how to protect yourself from online scams using one-time passwords. Stay safe with simple tips and prevention methods.
One-time password (OTP) scams are a growing threat to businesses and consumers alike.
In 2021, US consumers lost a staggering $13.9 billion to fraud, with OTP scams accounting for a significant portion of these losses. This rising trend poses serious financial and reputational risks for businesses.
But what exactly is OTP fraud, and how do scammers exploit it? Let’s see.
What is OTP fraud?
An OTP is sent to individuals by mobile phone or email. It’s used to authenticate transactions, such as logging into accounts or making payments.
Fraudsters, however, exploit this security feature through various tactics. These include SIM swapping, phishing emails, fake tech support calls, and social engineering. They design each of these methods to trick individuals into revealing their OTPs.
How does OTP fraud work?
OTP fraud takes place when an attacker uses the OTP system to gain unauthorized access to someone’s financial accounts or online profiles. Here’s how it works:
- Targeting victims: Fraudsters often select targets based on their online behavior, weak points in communication methods like SMS or email, or publicly shared information on social media.
- Launching the attack: They employ phishing techniques to impersonate legitimate organizations, such as banks or e-commerce platforms. They focus on creating a sense of urgency through emails, SMS, or phone calls to trick targets into taking action.
- Collecting personal information: The phishing messages lead to fake websites that look like trusted ones. Here, targets unknowingly provide personal details like usernames and passwords.
- Trapping with OTPs: The fake website triggers the OTP and sends it to the target’s phone. Fraudsters then use various methods to steal the OTP, such as:
- Social engineering: The attacker may try to convince the individual to share the OTP, claiming it is for account verification.
- Malware Interception: If malware infects the individual’s device, it intercepts and captures the OTP without the user’s knowledge.
- Taking over the account: With the user credentials and OTP, the fraudster can access the account. This allows them to perform unauthorized transactions, steal data, or take control of future OTPs.
Common methods used by scammers
OTP phishing attacks take many forms, each targeting different vulnerabilities in users.
Below are some common OTP fraud tactics:
Smishing
Smishing is a term that combines “SMS” and “phishing.” Here, fraudsters use fake text messages to trick individuals into downloading malware or sharing sensitive information, like OTPs.
Smishing attacks have become more common. In 2023, 75% of organizations reported facing these types of attacks.
Scammers often hide their identity by spoofing phone numbers or sending texts from email accounts. For example, smishing texts often include links or attachments that seem safe but lead to fake websites.
These imitation sites look like real financial or service provider portals, where users may unknowingly enter their login credentials and OTPs. This gives scammers access to real accounts.
SIM swapping
SIM swapping occurs when fraudsters trick a mobile carrier into transferring a victim's phone number.
Here’s how it works:
- Attackers gather personal information like names, addresses, or answers to security questions, often through phishing, data breaches, or dark web purchases.
- This information is used to impersonate the victim and contact the mobile carrier, claiming that the scammers lost or damaged the SIM card. They then ask the carrier to transfer the victim's phone number to a new SIM.
- If the carrier fails to verify the request, the fraudster takes control of the number. From there, they intercept calls, texts, and verification codes, allowing them to bypass security and access sensitive accounts.
This growing problem has had a significant financial impact.
In 2023 alone, SIM swapping fraud caused over $48 million in losses, targeting both individuals and companies
So, to protect your business from SIM-swapping attacks, combining the right technology with a proven approach is essential.
Using Plivo, you can validate phone numbers smoothly, ensuring fraudsters can’t take advantage of SIM swaps.
The Plivo Lookup API helps detect SIM swaps in real time. It offers phone number validation and key analytics to assess risks. Some of the critical data it provides includes:
- Current and original network details
- Roaming status and network changes
- Risk scores and unusual patterns that indicate fraud
Businesses can spot suspicious activity and take action before any harm occurs with these insights.
SMS pumping
SMS pumping, or artificially inflated traffic (AIT), is a cybercrime aimed at businesses that rely on SMS for sending OTPs or app download links.
In this type of attack, bots fill out a company’s online forms with fake phone numbers controlled by attackers. Believing these to be real requests, the business sends out SMS messages to these fake numbers.
For businesses, SMS pumping increases messaging costs, wastes resources, and can overwhelm systems.
Plus, if customers see too many unnecessary OTPs, it may damage their trust in the company.
To address this, Plivo has two built-in security layers—Fraud Shield and SMS Pumping Protection—that help protect Verify and Messaging traffic from SMS pumping attacks. Both features use an advanced detection model to identify artificially inflated traffic and block suspicious messages before they’re sent, helping reduce exposure to fraud and unnecessary costs.
The Geo Permissions feature also gives you control over where messages are sent by allowing you to enable or disable countries and apply message-per-hour thresholds based on your risk tolerance.
Voice phishing (vishing)
Vishing, or voice phishing, is a type of scam where fraudsters use phone calls to trick people into sharing sensitive information, like login details, credit card numbers, or bank account info. Scammers exploit this data for identity theft and financial fraud, making vishing widespread and costly.
In 2023, over 56 million U.S. adults — about 21% of the population — fell victim to phone scams, resulting in losses totaling $25.4 billion.
In vishing scams, attackers often impersonate trusted organizations and use phone calls to create a sense of urgency and trust. They also build a personal connection over the phone, reacting to what the victim says and using emotional cues.
How OTP scams impact businesses
Here’s how scammers misuse OTPs and why this should be a major concern for businesses:
Account takeovers
Stealing or tricking users into sharing their OTP allows fraudsters to bypass security, gain control of accounts, and access private information or funds.
This can harm trust and cause legal problems for businesses, especially those handling sensitive data or finances.
In fact, the average cost of a data breach in 2023 was $4.45 million, underscoring the serious financial impact of such security failures.
Unauthorized transactions
With OTPs, scammers can authorize fraudulent transactions. If they gain access to a customer’s account, they can make purchases, transfer funds, or exploit stored payment methods.
As a result, businesses may face chargebacks, financial losses, and increased scrutiny from payment providers due to such fraudulent activities.
Fake account registration and spamming
Some scammers use stolen OTPs to create fake accounts on business platforms, taking advantage of promotional offers or testing one-time passcode security.
Fake registrations can distort the numbers, affect data accuracy, and lead to spam, resulting in unnecessary management overload.
Spreading malware or phishing attacks
If scammers access your business email or social media accounts, they can send phishing messages or malware links to your contacts.
Scammers make these messages look authentic, so recipients are more likely to trust and open them. This spreads the scam further and damages your reputation. It also puts your clients, partners, and employees at risk.
Practical tips for protecting against OTP fraud
To effectively protect your business from OTP fraud, it's important to take a proactive approach. Implementing strong security measures can significantly reduce risks.
Here are some practical tips for businesses to safeguard against OTP fraud:
Implement 2FA with fraud prevention
Two-factor authentication (2FA) adds an important layer of security by requiring both a password and an OTP.
However, despite its effectiveness, many organizations are still not fully adopting this security measure. In fact, a recent survey found that 64% of organizations haven't fully adopted multi-factor authentication (MFA).
This is concerning because research shows that MFA can block over 99.9% of account takeover attacks. Without MFA, businesses are leaving their accounts — and their customers — vulnerable to fraud.
Plivo's 2FA/OTP capabilities can help overcome OTP verification vulnerabilities. Adding these extra layers of security prevent account takeovers, reduce fraud risks, and secure high-value transactions.
Additionally, Plivo provides several advanced features to further enhance security:
- Geo permission management: Control which countries your Plivo account can send SMS or make calls to, blocking high-risk areas.
- International toll fraud protection: Manage connections to premium numbers and set blacklists to prevent toll fraud.
- Pattern-based alerts: Get notified about unusual SMS or voice activity, like sudden drops in delivery rates, to detect potential fraud early.
Given the growing risk of cyberattacks, it’s more important than ever to implement 2FA. By doing so, you can better protect your business and customers from fraud.
Monitor and track OTP delivery effectiveness
Delays or failed OTP deliveries can frustrate users, damage trust, and open doors for attackers to exploit system weaknesses.
With Plivo’s real time delivery reports, businesses can monitor OTP performance globally. This helps track delivery rates and identify potential issues.
Businesses can use this data to quickly address problems and ensure they deliver OTPs promptly and securely.
Limiting OTP validity and attempt frequency
Setting a time limit for OTP validity and limiting the number of attempts helps prevent misuse and reduces fraud risk.
Businesses can also lower the chances of attackers guessing or intercepting valid codes. This ensures that only legitimate users can complete the authentication process within the allowed time.
Regularly update your security protocols and stay compliant
Staying compliant with security standards ensures that businesses are using the latest practices to protect data. This helps guard against new fraud techniques and reduces the risk of breaches.
Choose a OTP service provider, such as Plivo, that ensures continuous compliance with security standards. Plivo designs its OTP solutions to adhere to regulations like the General Data Protection Regulation (GDPR) and the Health Insurance Portability and Accountability Act (HIPAA).
With advanced security features and detailed reporting, Plivo makes it easier for businesses to stay compliant and protect sensitive user data.
Choose a secure algorithm
Use strong algorithms like HMAC-based one-time passwords (HOTP) or time-based one-time passwords (TOTP).
These options are reliable because they generate unique and hard-to-predict OTPs. Their cryptographic methods help protect against common attacks, ensuring secure authentication.
Provide multiple delivery options
Flexibility is important for OTP delivery. Offering choices like SMS, email, or voice ensures users can receive their OTPs in the way that suits them best.
This also improves user experience and offers a backup if one method doesn't work.
Educate users on security best practices
Teaching users about security best practices for OTPs reduces the risk of fraud and strengthens overall protection. Encourage users to create strong, unique passwords, avoid sharing OTPs, and recognize phishing attempts.
Regularly remind them about the importance of safeguarding their accounts and following secure authentication processes to prevent unauthorized access.
Prevent OTP fraud with the help of Plivo today
When selecting an OTP provider, it's important to choose one that offers both robust security and user-friendly features. Plivo provides a secure and adaptable OTP solution, designed to fit your unique needs.
Plivo’s OTP services simplify the authentication process, offering global SMS delivery, instant reporting, and customizable templates for easy implementation.
Whether it's safeguarding transactions, verifying users, or securing sensitive information, Plivo’s OTP services offer the reliability and flexibility necessary for your security needs.
Want to see how Plivo can assist in preventing OTP fraud? Contact us today.

What is a Voice API?
Learn what a voice API is and how it streamlines business communication with call routing, IVR, and more. Use Plivo’s features to boost customer experiences.
A voice API is a tool that software developers use to make and receive phone calls programmatically. With a voice API, they can use various channels, phones, browsers, and virtual assistants.
It connects web or mobile applications to the Public Switched Telephone Network (PSTN), enabling seamless voice communication without needing extensive telecom expertise, time, and developer resources.
Voice APIs are highly configurable, easily integrated, and scalable tools, providing cost-effective communication for businesses.
How much does a voice API cost?
A voice API costs typically range from $0.003 to $0.014 per minute for outbound calls and $0.003 to $0.022 per minute for inbound calls, depending on call type, provider, and features.
Prices may differ due to factors like infrastructure, service quality, and additional features like real-time analytics or automated routing.
Using a voice API makes more financial and logistical sense for businesses than investing resources into developing advanced voice calling features from scratch. By choosing a best-in-class voice API provider, companies can integrate various voice capabilities with a shorter development span and achieve a better ROI.
Plivo offers cost-effective solutions with competitive pricing while maintaining high-quality services.
Here’s a quick comparison of pricing for each type of voice call between Plivo and Twilio to give an idea of voice API cost structures and offerings.
How can a voice API give customers a better experience?
Integrating a voice API enables businesses to offer personalized, efficient customer support services on browsers or apps with advanced voice features. It can help reduce voice call traffic and wait times in contact centers. These APIs can route calls efficiently through the phone network, including toll-free phone numbers, ensuring smooth call handling.
Unlike older inflexible phone network systems, a programmable voice API supports AI-powered virtual assistants that can receive calls 24/7, understand user requests, and guide customers through their queries as effectively as human agents. With voice recognition and text-to-speech features, customers can express themselves naturally and receive the assistance they need without delay.
The voice bot can also record calls and collect contextual data to prepare agents to resolve the issue when they take over quickly. This streamlined process saves time and preserves the unique, personal touch of voice calling.
Features like click-to-call, voice control, and hands-free interactions also increase flexibility, allowing users to have an interactive and engaging call.
Wouldn’t it be nice to simply say the query out loud and receive a clear response instantly?
A voice API makes this possible by enabling your company to answer customers' questions instantly without navigating through endless clicks. Voice API seamlessly integrates voice solutions into browsers or apps to transform the customer experience.
There’s more to it:
- Interactive and hands-free features: Customers can use click-to-call, voice commands, or hands-free interactions, enhancing convenience.
- Personalized customer support services: Offer tailored assistance with AI-powered virtual assistants and voice recognition features. These tools help customers articulate requests naturally and get relevant responses.
- 24/7 availability: AI-powered virtual assistants answer calls anytime, providing immediate assistance, even outside business hours.
- Enhanced agent support: Voice bots can record calls, gather context, and equip agents with the information they need to resolve issues swiftly when human intervention is required.
Voice APIs streamline communication and create a memorable, user-friendly experience that fosters trust and loyalty.
How can a voice API streamline communication processes?
A voice API makes interactions more efficient and aligned with business goals and needs. Here's how:
- Makes it easy for customers to connect: Unlike traditional voice calls confined to phone networks, a programmable voice API extends voice capabilities to an app or website. Users can use a click-to-call feature directly within an app or site.
- Adds efficiency to your team: Automating routine customer interactions allows voice bots to handle a significant portion of inbound calls. This reduces call traffic in the contact center, freeing human agents to manage complex or high-priority cases.
- Scales with business: As businesses grow, you can seamlessly expand voice-enabled services, ensuring consistent voice call handling without sacrificing quality. For example, businesses can use voice APIs to automate phone calls for marketing campaigns or appointment reminders.
- Supports developers: From a developer's perspective, a voice API integrates smoothly with other APIs and communication platforms.
- Offers robust security: Programmable voice APIs often come with robust security features, including encryption and secure call record storage, in compliance with regulations like GDPR or HIPAA.
Take, for example, CallHub.
They use Plivo's voice API to simplify communication for political campaigns, offering tools like power and predictive dialers. These features let campaigns reach voters efficiently, connecting them directly with representatives or leaving messages without manual effort. Browser-based calling also ensures volunteers' privacy, making it secure and straightforward for customers to interact.
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Choosing a voice API provider
Programmable voice APIs can range from basic functionality to feature-rich platforms that handle complex voice call flows and integrations. Here’s what to look for when evaluating a voice API provider:
Comprehensive call management features
A strong voice API should include fundamental voice call management functions to make, receive, and record calls, and global audio conferences. To ensure effective communication, look for APIs that offer configurable conference experiences, such as muting/unmuting participants, automatic call termination, and host controls.
Text-to-speech and accessibility options
Text-to-speech (TTS) is essential for both accessibility and user convenience. It converts text into spoken output, making automated systems more user-friendly, especially for multitasking or on-the-go customers.
Ensure your provider's TTS capabilities support multiple languages and accents to cater to diverse customer needs.
Smart interactive voice response (IVR) systems
A voice API should enable the creation of intelligent, multi-level interactive voice response (IVR) systems that route calls efficiently.
Smart IVRs can handle straightforward customer service tasks autonomously, incorporating:
- AI technologies for interactive experiences
- Intelligent call routing
- Integration with multiple channels
- Call recording and TTS capabilities
These capabilities help build customer-first IVR solutions that guide users seamlessly to the right department or agent.
Real-time call handling and notifications
Real-time features such as Answering Machine Detection (AMD) are invaluable for optimizing call strategies based on the type of response received.
AMD helps identify whether an outgoing call is answered by a human or voicemail, which is especially beneficial for tasks such as lead follow-ups, customer updates, and automated voice surveys.
Integration with existing systems
The right voice API should facilitate integration with communication systems, including SIP-enabled hardware and software.
This adaptability allows your business to maintain flexibility as communication needs evolve.
Audio streaming
Audio streaming, or media streaming, is a vital feature that sets advanced voice APIs apart. This functionality allows your application to deliver calls while duplicating call media to multiple recipients. It also enables real-time analysis and enhances features like sentiment analysis, conversational AI, call transcriptions, fraud detection, and voice biometrics.
Plivo stands out by offering all of these essential voice API capabilities. Moreover, it offers advanced features, such as:
- Play audio prompts: Plays pre-recorded audio files during a call, making it useful for IVR menus or announcements. This feature facilitates caller engagement and delivers professionalism in communication.
- Text to speech: Converts text into natural voice messages in various languages. It supports real-time updates like notifications, reducing dependency on pre-recorded audio and increasing flexibility.
- Dual channel call recording: Captures conversations with separate audio tracks for each participant. This allows for detailed analysis of interactions, making it ideal for call centers or compliance needs.
- Custom caller ID: Displays a specific phone number during calls, which builds brand trust and increases the likelihood of calls being answered. It’s particularly helpful for global and region-specific outreach efforts.
- Get digit input: Collects user responses via keypad entries, making it useful for gathering information such as account numbers or confirming choices during calls. It simplifies customer interactions and integrates effectively into IVR systems.
- Advanced call control: Gives businesses detailed control over call functions like transfer, mute, and hold. This capability supports smoother call handling and enhances customer support operations.
- Supervisor coaching: Allows supervisors to listen in on live calls and provide guidance without the caller being aware. This feature supports agent training and improves call outcomes as they happen.
- Call whisper: Plays a short message to the agent before connecting the call, providing context about the caller or the purpose of the call. It helps agents prepare better, leading to more tailored and effective support.
How does Plivo's voice API work?
Plivo's voice API is a robust framework that enables developers to manage voice communications programmatically with REST APIs to allow comprehensive control over call flows—from initiation to termination.
Throughout a call's lifecycle, Plivo sends webhooks at various stages, prompting your application to respond with specific commands. This dynamic exchange between webhooks and responses provides granular control over call behavior, facilitating the creation of customized and efficient voice communication solutions.
What makes a good voice API?
A good API is easy to build. It offers flexibility and customization options to cater to different users’ needs and tailor a top-notch experience for your customers.
Here’s what to look for:
SDKs and robust documentation
A good voice API provider should offer developers comprehensive Software Development Kits (SDKs) and robust documentation to ease the development process.
Plivo offers client SDKs for browser (JavaScript) and mobile (native iOS and Android) with no upfront costs. Plus, access extensive product documentation with quickstart guides, tutorials, and product overviews to cover various use cases.
Connect and control calls to any device
Voice API should allow developers to build powerful voice workflows and integrate voice calling into web and mobile apps.
With Plivo, you can connect phone calls over the PSTN to more than 200 countries without managing complex telecom carrier interactions. This flexibility extends to SIP-enabled devices and software, allowing seamless connection to your existing SIP infrastructure and enabling advanced communication features in the cloud.
Premium network
A premium network is essential for a voice API to deliver clear, uninterrupted audio quality, as it minimizes delays, reduces jitter, and ensures stable call connections.
Plivo ensures premium voice quality through its Regional Points of Presence (PoPs), which reduce latency and maintain high call quality using one-hop, in-country carrier connections.
Great developer support
Sometimes, a voice API can be complicated and needs assistance; make sure your provider offers 24x7 premium support backed by a consultative customer success team that provides the technical guidance and industry expertise developers need.
Those additional support resources can include:
- Extensive documentation and a rich knowledge base
- Up-to-date service status and product updates
- Regular product improvements and enhancements
Upgrade your business communication with Plivo's voice API
We've covered what a voice API is and what to look for in a provider—now it's time to put that knowledge into action. Upgrade your business communication with Plivo's voice API, a powerful, flexible voice API that meets your business needs.
If you'd like to receive customized rates with guided onboarding and premium support, get our volume prices. A team member will contact you to help determine whether an annual agreement suits you based on your personal use case.
Plivo’s simple, usage-based pricing model ensures that businesses only pay for what they use, making it a cost-effective choice.

7 Best Bird Alternatives in 2024
Find 7 best Bird alternatives offering enhanced features, better pricing, and improved integrations for your business needs.
Growing businesses require more sophisticated communication features, such as automation, solid customer support, and easy integration with existing systems. So businesses with more advanced messaging requirements may find value in exploring additional messaging API options that offer even more customization and scalability for their needs.
Fortunately, there are plenty of Bird alternatives that can provide tailored solutions for your unique needs.
In this blog, we’ll explore the seven best alternatives to Bird and compare their features, functionalities, and pricing to help you find the right communication platform for your business.
Bird alternatives at a glance
Let’s quickly review the seven most popular Bird competitors and their unique functionalities at a high level.
7 best Bird alternatives in 2024
Here is a more detailed analysis of our top seven picks for the best SMS service providers.
1. Plivo

Features
- SMS auto-responder: Plivo’s SMS auto-responder ensures that all queries are addressed promptly to keep customers satisfied and informed.
- Conference call: Connect multiple people with a pin to a single call, enabling collaboration and communication among teams, clients, or stakeholders.
- Voice-based notifications: Stay in touch with your customers by dispatching customized audio alerts through voice calls. This feature ensures that your important messages are heard loud and clear.
- Voice survey: Plivo uses voice surveys to collect information from customers with satisfaction scores of a service.
- Voicemail: Capture a caller's information even while you're away and use the obtained insights later.
- Scalable cloud IVR: Build multi-level interactive voice response (IVR) menus to route every call intelligently so that no query is left unanswered.
- Call forwarding: Forward calls to your office, mobile, or home number.
- Voicemail transcription: Access Plivo’s premium voicemail transcription service, which provides real-time, high-quality, and accurate transcripts.
- Reusable templates: Use a vast library of ready-to-use templates to add powerful functionality with minimal code with Verify API.
- Text-to-speech: Convert written text into natural-sounding speech in multiple languages and accents, removing communication barriers to analyze customer insights with ease.
- Fraud protection: With Plivo’s Fraud Shield, you can easily keep an eye on messaging activity without constant manual checks. Automatically detect unusual patterns and set thresholds specific to each country to respond swiftly to potential issues with no extra costs.
- Lowest costs per verification: You don't pay for verification, only for channel costs with no hidden charges.
- Reach customers across channels: Send OTPs to customers using SMS, Voice, and WhatsApp across multiple channels.
- Pay per conversation in WhatsApp messaging: Plivo's pricing structure allows you to send more messages without increasing costs.
Pros
- Affordable option
- User-friendly interface
- Responsive customer support
Cons
Ratings and reviews
G2: 4.5/5 (720+ reviews)
Capterra: 4.3/5 (85+ reviews)
Pricing
SMS API
Outbound: $0.0055/SMS
Voice API
Outbound: $0.0100/min
Inbound: $0.0055/min
Verify API
$0 verification fee; only pay SMS, Voice, or WhatsApp charge
Meta’s fee + platform fee (Rs. 0.067/conversation)
Suitable for
Plivo is one of the best messaging alternatives to Bird for businesses seeking a reliable, comprehensive, and cost-friendly communication platform.
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2. Twilio

Features
- Omnichannel communication: Twilio supports multiple messaging channels beyond SMS, including MMS, WhatsApp, and Facebook Messenger, allowing for richer customer interactions compared to Bird’s primarily SMS-focused services.
- Advanced authentication: Comprehensive security features like 2FA and programmable SMS for verification processes enhance user security compared to Bird’s standard offerings.
- Voice intelligence: Transform voice calls into actionable data insights with machine learning and AI.
Pros
- Extensive API documentation.
- An array of communication APIs available.
- Multi-channel communication support.
Cons
- Poorly documented integration requirements lead to implementation delays and higher error risk. (G2)
- Advanced features are difficult to implement. (G2)
- UI/UX can be improved. (G2)
Ratings and reviews
G2: 4.2/5 (475+ reviews)
Capterra: 4.4/5 (455+ reviews)
Pricing
SMS API
Outbound: $0.0079/SMS
Inbound: $0.0079/SMS
OUtbound: $0.002/MMS
Inbound: $0.01/MMS
Voice API
Outbound: $0.0140/min
Inbound: $0.0085/min
Verify API
$0.05 authentication fee/SMS + channel fee
$0.004/conversation
Suitable for
Twilio is ideal for large enterprises with generous budgets seeking a comprehensive communications provider with a global reach.
3. Telynyx

Features
- Noise suppression: Telnyx offers noise suppression and HD voice codecs to ensure the best possible audio inputs.
- Real-time transcription: It offers real-time transcription on a live call, activated via one API command. It speaks dynamic text in 29 languages and accents.
- Smart IVR: Build a multi-level IVR phone tree to intelligently route your call flows via dual-tone multi-frequency (DTMF) or voice commands.
Pros
- Easy-to-use interface.
- Affordable pricing.
- Good customer support.
Cons
- Lack of APIs and automation to submit port requests. (G2)
- Setting up features like SIP trunking and VOIP call routing is complicated. (G2)
Ratings and reviews
G2: 4.7/5 (415+ reviews)
Capterra: 4.7/5 (115+ reviews)
Suitable for
Telynyx is a great Bird alternative for businesses seeking an advanced way to optimize call handling and improve customer interactions through smart IVR or speech-to-text.
4.Vonage

Features
- Programmable video: Vonage offers robust video APIs that allow businesses to integrate high-quality video conferencing into their applications.
- Call control and analytics: Vonage enables businesses to monitor and optimize call performance beyond basic voice capabilities.
- IVR support: Vonage includes customizable IVR solutions that enhance customer service by automating call routing, which is unavailable in Bird’s offerings.
- Unified communications: Vonage integrates multiple communication channels, including SMS, voice, and video, streamlining user experience and management compared to Bird.
Pros
- Low latency and high deliverability rates.
- Easy-to-use tools to investigate reports of message delivery.
- Easily integrates into your existing ATS and CRM tools.
Cons
- Some users have complained of call drops due to technical glitches. (G2)
- Customer service leaves much to be desired; reaching out is difficult. (G2)
- Poor call quality: users report static and inaudible voices (G2, G2)
Ratings and reviews
G2: 4.3/5 (465+ reviews)
Capterra: 4.1/5 (305+ reviews)
Pricing
SMS API
Outbound: $0.07849/SMS
Inbound:$0.00616/SMS
Verify API
€0.050 per successful verification
WhatsApp API
$0.0488/conversation + Vonage platform fee
Suitable for
Vonage API solutions are a strong alternative to Bird for businesses seeking comprehensive communication features, including voice, messaging, and video, all integrated into a single platform for improved customer engagement.
5. Podium

Features
- Sentiment analysis: Podium helps businesses understand customer emotions by analyzing reviews and feedback, enabling agents to respond effectively and improve overall customer satisfaction.
- Conversion rate optimization: Podium empowers businesses to refine their messaging strategies, turning more interactions into sales and enhancing the overall effectiveness of their marketing efforts.
- Text message marketing: Engage customers directly through SMS to promote timely offers and updates that drive sales growth and engagement rates.
- Automated appointment reminders: Reduce no-show rates by ensuring clients receive timely notifications, leading to better scheduling efficiency and higher satisfaction.
Pros
- Centralized platform for managing customer interactions.
- Seamless payment transactions via text messaging.
- Analytics features to enhance communication strategies.
Cons
- Steep learning curve is involved. (G2)
- Lack of adequate customer support. (G2, G2)
- Disorganized customer onboarding experience. (G2)
Ratings and reviews
G2: 4.6/5 (1686+ reviews)
Capterra: 4.3/5 (500+ reviews)
Suitable for
It’s a comprehensive messaging platform and one-stop solution for connecting with customers, managing reviews, collecting payments, and streamlining team communication.
6. Sinch

Features
- Two-way messaging: Use WhatsApp to interact with customers and respond to queries directly.
- Schedule messages: Queue messages and set message validity periods, like expiry dates, for time-sensitive messages.
- SMS fallback: If messages fail to deliver or other communication channels do not work, this feature ensures critical messages always get delivered.
Pros
- Reliable and easy-to-use platform.
- Offer audio calls, video calls, and chat functionality, without complex coding.
Cons
- Poor and inadequate customer support. (G2, G2)
- Some users have encountered problems with Sinch's payment system, stating that they were debited but did not receive the corresponding credits. (G2)
Ratings and reviews
G2: 3.9/5 (29+ reviews)
Capterra: 4.4/5 (40+ reviews)
Pricing
SMS API
Outbound: $0.0078/SMS
Inbound: $0.0078/SMS
Voice
Outbound: $0.01/min
Inbound: $0.004/min
Country: India
Starter: Rs. 2,999
Scale: Rs. 15,999
Large: Rs.29,999
Custom pricing: Ideal for large enterprises
Suitable for
Sinch is a strong Bird alternative for businesses seeking robust SMS and voice solutions that improve customer engagement.
7. Bandwidth

Features
- Direct-to-carrier network: Bandwidth offers a direct-to-carrier network for superior reliability in messaging and calling.
- Call recording: Record calls and voicemails in mono or dual-channel format to maintain accurate records of conversations for compliance.
- Cost-effective pricing: It's one of the best alternatives to Bird given its pay-as-you-go model, resulting in lower costs for high-volume users.
- Flexible integration: Bandwidth's APIs easily integrate with existing systems, helping businesses customize their communication solutions.
Pros
- Easy-to-use platform with a friendly interface.
- Strong customer service and support.
Cons
- The porting process is time-consuming and difficult. (G2, G2)
- The pricing could be more transparent. (G2)
- SMS experience leaves much to be desired. (G2)
Ratings and reviews
G2: 4.5/5 (405+ reviews)
Capterra: 4.6/5 (125+ reviews)
Pricing
SMS API
Outbound: $0.004/SMS
Outbound: $0.015/MMS
Voice API
Outbound: $0.0100/min
Inbound: $0.0055/min
Verify API
$0.0500/auth
$0.1500/call
Suitable for
Businesses seeking a basic, reliable communications solution provider that offers greater control over call routing and SMS features.
Why choose Plivo as a Bird alternative
What sets Plivo apart from Bird is its ability to offer robust compliance support, ensuring that businesses can easily adhere to critical regulations.
Our platform supports:
- 10-digit long code (10DLC) assisted onboarding to all customers irrespective of their size and scale
- Sender ID registration.
- Toll-free verification.
- Distributed ledger technology (DLT) verification in India.
Plivo is ideal for companies with high messaging volume requirements. Strong customer support available through premium plans ensures that businesses receive the assistance. Our 99.99% uptime guarantee ensures that messages get delivered reliably. Plus, Plivo’s extensive documentation and developer-friendly APIs offer self-service options for those who prefer to troubleshoot independently.
Moreover, Plivo prioritizes communication security by focusing on fraud prevention and SMS pumping detection. Avoid unexpected charges and ensure your messages remain secure. Our default message redaction feature automatically removes sensitive information from your communications to help you maintain compliance while keeping your data safe.
With Plivo, you can communicate knowing that your business is well-protected.
Seeking a reliable, compliant, and budget-friendly messaging solution? Contact us to find out.

How Does Automated Ticket Resolution Work?
Automated ticket resolution helps you deliver a positive customer experience while freeing up your human agents to handle core tasks. Here’s how it works.
Manual ticket resolution seems simple, but behind the scenes, it's often a chaotic jumble of incessant tasks piling up and often just waiting to go wrong.
According to data, the average overall resolution rate across industries is approximately 76.2%.
In addition, the Service Quality Measurement (SQM) Group reports that 20% to 30% of tickets require more than one interaction to resolve.
Plus, as your business scales up, critical issues often escalate with traditional ticketing, and customer requests increase day by day. You could find your customer service teams scrambling to categorize, prioritize, and assign hundreds of queries while simultaneously tracking responses and updating ticket statuses.
Here, automated ticket resolution works wonders. It delegates the repetitive yet crucial components of ticket resolution to AI and empowers your human agents to do more.
In this article, we go over how automated ticket resolution functions, its benefits over traditional ticketing resolution, and how to get started with the most suitable tool.
What is automated ticket resolution?
Automated ticket resolution means using AI-driven ticketing systems and workflow software to manage customer requests from when a ticket is created to when it is resolved—with minimal or no human intervention.
Key components
- AI and ML: These ticket resolution systems use AI&ML algorithms to analyze and process tickets.
- NLP: It enables the system to understand the context and intent of customer messages, allowing for more accurate ticket handling.
- Automated workflows: The system can perform various tasks automatically, including:some text
- Creating tickets
- Labeling and sorting
- Routing to appropriate agents and departments
- Escalating and handing over complex issues to human agents when necessary
- Following up with customers
How does automated ticket resolution work?
Did you know that after implementing automated ticketing, medium enterprises saw response times decrease from 1 day to 2 hours and resolution times from 3 days to 1 day?
Let’s take a closer look at the key functions of automated ticket resolution that make it happen:
1.Data collection and integration
Ticket resolution starts with consolidating all your data sources—emails, SMS, social media, web forms, calls, and live chats—on a single dashboard.
To accomplish this, use an omnichannel customer service platform such as Plivo CX. With its unified agent desktop feature, the tool eliminates data silos, brings all incoming customer requests to a single window pane, and allows human agents to have a broader context of customer issues across channels—that too without having to switch between channels.

2.Data preprocessing
AI-powered ticketing programs clean, sort, label, and categorize the data you collated into sections for easier analysis. This step also includes removing duplicates, correcting input errors, and standardizing structure to improve the accuracy of the subsequent processes.
3.NLP
After preprocessing, the system uses its NLP capabilities to analyze, interpret, and understand each customer’s request, intent, and urgency. Moreover, predictive and sentiment analysis is employed to accurately identify context, enhance categorization, and yield problem-solving responses.
4.Fast ticket categorization
Using insights from the ML analysis and NLP, the automated ticketing system sorts each request into predefined categories such as technical issues, billing inquiries, product return and shipping, etc. This allows for quick routing of each request to the appropriate channel.
Categorization also facilitates seamless rerouting when customer service escalation is essential. With Plivo CX, you get to create custom workflows and automations using a simple drag-and-drop interface without having to code.
5.24/7 response
For low-level to medium-level queries that barely require sophisticated expertise, the system routes them to integrated AI-powered chatbots.
To help you provide 24/7 customer service and handle maximum queries during peak seasons, Plivo CX provides OpenAI-powered self-service chatbots. You can train the bot using your company’s custom dataset to ensure accuracy and relevancy. Once deployed, the chatbot can automatically handle routine customer inquiries, freeing up your agents.
Plus, the tool also ensures brand consistency by seamlessly training AI agents to align with your company's unique voice and policies.

6.Agent assistance
For high-level tickets that the AI self-service bots cannot resolve, the automated ticket resolution system redirects or escalates them to a human agent of relevant expertise.
For example, by intuitively prioritizing urgent tickets to the most suitable agents, Plivo CX dramatically reduces response times and enhances customer satisfaction.
7.Learning and improvement
Since AI ticketing systems leverage ML, they relentlessly learn from previous patterns and customer interactions, improving ticket categorization and enhancing the quality of responses over time.
With Plivo CX, you can maintain agility and freshness through effortless updates to your AI agents, allowing you to seamlessly adapt to new product launches, promotions, or policy changes.
Benefits of automated ticket resolution
Here are the key reasons why you must implement an automated ticket resolution system if you are looking to scale or streamline your CX operations:
1.Improves efficiency
An average company receives over 17,630 tickets monthly, with a 76.2% resolution rate. It means that out of every 100 tickets, you can only sort two-thirds of them.
The remaining one-third of queries are mostly unresolved due to complexities, such as missing information, errors by human agents, friction in cross-departmental collaboration, delayed support, or disjointed responses—issues that are common with traditional ticket resolution.

However, when you embrace customer service automation, AI-powered ticketing handles repetitive and time-consuming tasks like triaging requests and labeling to accelerate resolution time. This is important as HubSpot data suggests that 90% of customers seek immediate response, ideally within 10 minutes.
2.Reduces errors
Customer support errors usually stem from inadequate data handling, human errors during analysis, and siloed datasets, which affect cross-departmental access to essential information for request handling.
Inadequate handling includes duplicate datasets, inaccurate or incomplete data, and decayed data across different operational channels.
When cross-departmental data-sharing barriers exist, customer support can become fragmented and inefficient. A common scenario is when a customer representative responds to a ticket already handled by another department.
Due to these disconnected support offerings, Salesforce found that 55% of consumers once felt like they were speaking with different departments instead of a company.
Automated ticket resolution eliminates such errors by delegating repetitive, error-prone tasks to AI. With NLP and ML, these systems identify and remove duplicate or inconsistent data and ensure a cleaner, more accurate dataset.
Plivo CX’s omnichannel platform solves disjointed departmental collaboration by centralizing customer data and streamlining data communication. This prevents double ticketing and helps your agents track every request from start to resolution.
3.Round-the-clock availability
In a CM survey, 60% of respondents expect round-the-clock availability. Three in four GenZ and Millennial consumers also highly appreciate this. But that’s almost impossible with traditional ticket resolution.
On the other hand, automated ticket resolution leverages AI to operate 24/7 and handle customer requests even without human intervention. Businesses can also engage and resolve queries even when employees are out of the office or closed for the day.
4.Cost-effectiveness
The cost to set up a functional customer support team depends on your business size, the number of customer requests you handle daily, and your industry. For instance, a business with over a hundred requests daily would need about five to ten human agents to be fully operational.
According to IBM, customer support costs businesses about $1.3 trillion annually. Moreover, according to Glassdoor, a customer support agent in the US earns an average of $45,000 yearly. Imagine having to build a team of five or maybe ten.

Embracing automated ticket resolution helps solve this budget problem by reducing the need to acquire more human agents.
A single AI-powered ticketing system can handle hundreds of requests simultaneously and still operate at its peak. Besides, Plivo CX’s self-service chatbots reduce customer support expenses by over 30% annually.
5.Scalability and proactive support
The more your business grows, the more customer requests you have to handle. That’s unavoidable. However, AI-powered resolution systems and workflow programs have been built to handle large scaling. Unlike traditional ticket resolution approaches, your software grows with your business, often at no extra expense.
Plivo CX’s customer support platform also offers proactive support, which is essential for automated ticket resolution. It does this by leveraging predictive analysis, NLP, and machine learning to anticipate customer needs based on past interactions or data and trigger appropriate workflows.
Plivo CX: Deliver top-notch customer experience with intuitive automation
Efficient automated ticket resolution relies on powerful workflows. Plivo CX provides a no-code/low-code platform to easily design these workflows, guiding tickets from creation to resolution with NLP analysis, auto-responses, and escalations.
Drag-and-drop workflows, personalized components, and seamless integrations ensure a tailored and optimized customer support journey.
Interestingly, you don’t need to be a technical whiz to set one up, here’s how:

In addition to that, Plivo CX offers several features, such as:
- Unified communication: As noted before, you can manage all customer conversations across channels like email, voice, SMS, WhatsApp, and live chat from a single, agent-friendly platform
- Seamless integrations: Connect Plivo CX with your existing tools, including CRM, ERP, helpdesk, home-grown systems, and more
- AI-powered automation: Deploy smart chatbots to handle routine inquiries, freeing up agents to focus on personalized support
- Data-driven optimization: Track real-time analytics and generate custom reports to gain insights into customer interactions and agent performance
- Communication with media support: Enhance interactions with multimedia support, including images, videos, and documents
- Increased productivity: Streamline workflows with message templates, internal notes, and skills-based routing
- Comprehensive features: Leverage call recording, IVR, multi-language support, and robust security features for a complete solution
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