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Automation & Chatbots

WhatsApp Chatbot: How to Build One Without Code (2026)

How to build a WhatsApp chatbot without code: the four types, Meta's button and list limits, an 8-step build, a worked store example, 2026 costs and the rules.

Nikunj Gohil
Written byNikunj Gohil
Read time 18 min
Posted on
WhatsApp Chatbot: How to Build One Without Code (2026)
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  • A WhatsApp chatbot is software on a WhatsApp Business Platform number that replies to customers automatically, with buttons, lists, keyword rules, AI or a mix of them.
  • The free WhatsApp Business app can't run one: it only has greeting and away messages. A chatbot needs the API through a provider, and unofficial tools risk a ban.
  • Build it by choosing three to five jobs, mapping each in no more than two taps, writing within Meta's limits (3 buttons of 20 characters, lists of 10 rows), then adding a fallback and a way to reach a person.
  • Since 1 October 2026 every bot reply inside the 24-hour window is a service message: 1,000 free per number each month, then ₹0.115 each in India. Shorter paths cost less.
  • Meta's policy requires a prompt, clear and direct route to a human whenever you automate replies.
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    A WhatsApp chatbot is software on your business’s WhatsApp number that answers customers automatically, using buttons, list menus, keyword rules, AI or a mix of them. To build one without code, you need a WhatsApp Business Platform (API) number through a provider. Pick the three to five questions that fill your inbox, map each as a short path of taps, write the replies within Meta’s limits, and add a fallback plus a clear way to reach a person.

    That’s the whole idea. Doing it well is harder, because most WhatsApp chatbots fail in the same few ways. The menu goes three levels deep and customers give up. The bot ignores anything typed in free text. Or there’s no way out to a human, which Meta’s own policy doesn’t allow. This guide walks through the build step by step, with the exact limits Meta sets, a complete example for an online store, what the bot costs you now that Meta charges for service replies, and how to tell whether it’s working.

    Key takeaways

    • It needs the API. The free WhatsApp Business app has greeting and away messages, not a chatbot. Unofficial automation on a normal account risks a ban.
    • Small beats clever. Three to five jobs, at most two taps to an answer, and a fallback for everything else.
    • Design inside Meta's limits: 3 reply buttons of 20 characters, or a list of up to 10 rows.
    • Every reply has a price. From 1 October 2026, service replies beyond 1,000 a month per number cost ₹0.115 each in India, so shorter paths save money.
    • A human route is mandatory. Meta requires a prompt, clear and direct escalation path whenever you automate.

    What is a WhatsApp chatbot?

    A WhatsApp chatbot is an automated responder connected to a business number on the WhatsApp Business Platform. When a customer sends a message, taps a button or picks from a list, Meta forwards it to the chatbot’s software, which decides what to send back.

    What the bot “decides” depends on how it’s built. Most business chatbots are rule-based: every reply was written in advance, and the bot matches the customer’s tap or words to the right one. An AI chatbot uses a language model to understand free text and compose its own answer from your business information. Increasingly, businesses combine the two.

    It helps to be clear about what a WhatsApp chatbot is not:

    • It isn’t the WhatsApp Business app’s automation. The free app offers a greeting message (for a first message or after 14 days of silence), an away message and saved quick replies. Those are useful, but they can’t show a menu, react to keywords or follow a conversation.
    • It isn’t Meta AI. Meta AI is the general assistant inside WhatsApp for personal use. Meta’s business offering is a separate product, Meta Business Agent, which we cover in our WhatsApp AI agent guide.
    • It isn’t a browser extension or “WhatsApp Web bot”. Tools that automate an ordinary WhatsApp or WhatsApp Business account break WhatsApp’s terms, and numbers using them get banned. We explain the difference in official vs unofficial bulk WhatsApp senders.

    The four types of WhatsApp chatbot

    Vendors use a lot of labels, but in practice there are four designs. Most businesses start with the first or second and add AI later.

    TypeHow the customer interactsBest forMain weakness
    Menu (button) chatbotTaps reply buttons or picks from a listOrder tracking, bookings, store timings, routing to a teamMenus that go too deep; customers who type instead of tapping
    Keyword chatbotTypes a word such as "price", "menu" or "track"Exact answers: fees, prices, policies, linksMisses spellings, synonyms and other languages
    AI chatbotTypes anything, in their own wordsVaried product questions, mixed-language chatsCan give a confident but wrong answer; needs review
    HybridTaps for common paths; typed questions go to AI or a personMost businesses once volume growsNeeds clear rules so only one part replies to each message

    If you’re weighing rules against AI in depth, including costs and failure modes, read AI agent vs chatbot on WhatsApp. This guide focuses on building the bot, and the steps below apply to all four types.

    What you need before you build one

    Four things have to be in place first. None of them needs code.

    1. A WhatsApp Business Platform number. You get one through a Business Solution Provider or a platform built on Meta’s Cloud API. The number can be new, or one you move from the app. Some providers support coexistence, which keeps the app working on the same number. Our guide to getting the WhatsApp API covers the steps.
    2. An approved display name, and ideally a verified business. Meta reviews your display name. Business verification is one of two ways to raise a new number’s messaging limit above 250 people a day. That matters only when the bot starts conversations with templates, not for replies.
    3. A no-code builder. This is the platform feature where you set triggers, write replies and add buttons. Some platforms offer a visual drag-and-drop canvas, while others use a list of rules in which each reply can trigger the next. Both produce the same messages on the customer’s phone. We compare the options in best WhatsApp chatbot platforms.
    4. Permission to message people. A chatbot mostly replies, which needs no special consent, because the customer wrote first. If the bot will ever start a conversation, for example with a cart reminder or an appointment alert, you need opt-in and an approved template.

    That last point shapes everything, so it’s worth stating plainly: a chatbot can only send free-form replies, including buttons and lists, while the customer’s 24-hour customer service window is open. The window opens when the customer messages you. Outside it, the only thing you can send is an approved message template.

    The building blocks: what a WhatsApp chatbot can send

    Every no-code builder is ultimately arranging Meta’s message types. Knowing their limits before you write saves a lot of rework. The figures below come from Meta’s Cloud API documentation.

    Building blockWhat it doesMeta's limitsUse it for
    Reply buttonsUp to three tappable options under a message3 buttons; label up to 20 characters; body up to 1,024 characters; optional text, image, video or document header; footer up to 60 charactersYes/no, three-way choices, "Talk to us"
    List messageA button that opens a menu of optionsUp to 10 rows in total, across up to 10 sections; row title up to 24 characters, description up to 72; button text up to 20Main menus, product categories, time slots
    Ice breakersSuggested first messages shown to a customer opening a new chatUp to 4, each up to 80 characters, no emojisGetting the first message to match a path
    CommandsShortcuts shown when the customer types "/"Up to 30; name up to 32 characters, hint up to 256Power users: /track, /menu, /agent
    Media and documentsImages, video, PDFs, audioMeta's file-size limits per typePrice lists, menus, brochures, invoices
    Product and catalog messagesCards from your WhatsApp catalogNeeds a connected catalogBrowsing products inside the chat
    WhatsApp FlowsMulti-screen forms inside WhatsAppBuilt and published separately in Meta's toolsCollecting several details at once: bookings, sign-ups
    TemplatesPre-approved messages that can start a conversationApproval required; charged by categoryReminders, confirmations, re-engaging past customers

    Two limits catch almost everyone. The first is the 20-character button label: “Track my order” fits, but “Where is my order right now?” doesn’t. The second is the 3-button cap. If a step needs four choices, switch to a list rather than splitting it into two messages. We cover the formats, with examples, in our guide to WhatsApp interactive messages.

    Four WhatsApp chatbot building blocks on phone screens: a message with three reply buttons, an open list menu with rows, ice-breaker suggestions in a new chat, and a slash command menu, each labelled with Meta's limit
    Most chatbots are built from these four pieces plus plain text and media.

    How to build a WhatsApp chatbot without code: 8 steps

    These steps work in any no-code builder. Budget a day for steps 1 to 4, which are thinking and writing, and an hour or two for steps 5 to 7.

    Step 1: Pick three to five jobs, not twenty

    List the reasons customers message you and count them. The quickest way is to scroll back through a month of chats and tally the first message of each one. In most businesses a handful of questions (“where’s my order”, “what’s the price”, “are you open”, “I want to book”) make up the majority, and those are the bot’s jobs. Everything else goes to a person, at least at first.

    A bot that does four things reliably beats one that attempts twenty and gets stuck on half of them.

    Step 2: Write down how customers actually phrase them

    For each job, copy ten real first messages word for word. You’ll see spelling variants (“order status”, “oder”, “where is my parcel”), other languages (“mera order kaha hai”) and questions bundled together. These become your keyword lists and your test script. They also show you whether a keyword bot will cope, or whether customers write so freely that you’ll need buttons up front, or AI.

    Step 3: Map each path in no more than two taps

    Draw the conversation on paper before touching the builder. A good rule is that any answer should be reachable in at most two taps from the main menu. Each extra level loses customers, and each extra message is another service message on your Meta bill.

    A simple map for a shop looks like this:

    • Main menu (list): Track order · Returns and exchanges · Sizes and fit · Store timings · Talk to us
    • Track order → ask for order number → send status and link
    • Returns → reply buttons: Start a return · Return policy · Talk to us

    Notice that “Talk to us” appears at more than one level. That’s deliberate.

    Step 4: Write the messages within the limits

    Now write every message, keeping to Meta’s limits: button labels of up to 20 characters, list rows of up to 24, and body text that fits on one phone screen. A few habits make a big difference:

    • Lead with the answer. “Your order ships in 2–3 days” before the explanation.
    • Put the next action in the buttons, not in the text. “Reply 1 for returns” belongs to SMS menus, not WhatsApp.
    • Keep your voice. The bot speaks for your brand, so read every message aloud.
    • Say it’s automated. A short line such as “I’m the store’s assistant, and a person can take over any time” sets expectations.

    Step 5: Set the triggers

    A trigger decides which message goes out. Most builders give you some of these:

    • First message or welcome trigger: the main menu goes to anyone starting a new chat.
    • Keyword rules: “track”, “price”, “menu”, with a matching mode such as exact, contains or starts with.
    • Button and list taps: each option leads to its own next message.
    • Ice breakers: suggested first messages that map straight to your top paths.

    Match keywords loosely enough to catch real phrasing (“price” should catch “what’s the price?”) but not so loosely that “no” matches every word containing those letters.

    Step 6: Add a fallback and a way out

    Decide what happens when the bot doesn’t recognise a message. The worst answer is silence, and the second worst is repeating the same menu forever. A good fallback says what the bot can help with, shows the main menu once, and offers a person.

    Then build the way out. WhatsApp’s Business Messaging Policy says that businesses using automation “must also have available prompt, clear, and direct escalation paths”, such as an in-chat transfer to a human agent, a phone number, email or a support form. Make “Talk to us” a button on the main menu, and tell the customer when someone will reply, especially outside business hours.

    Step 7: Test with a script, then with real people

    Take the real messages you collected in step 2, add some awkward ones (typos, emojis, a voice note, a photo, two questions in one), and send them all from a personal phone. For each, note what the bot did and whether it was right. Then check the edge cases that break most bots:

    • a customer who types instead of tapping a button;
    • a customer who returns after 24 hours and taps an old button;
    • two automations that both reply to the same message;
    • the hand-over, including at night.

    When the script passes, switch the bot on for a slice of customers, or for a single campaign, before everyone.

    Step 8: Launch, read the chats, and improve weekly

    For the first month, read a sample of bot conversations every week. Look for where people drop off, what they type that the bot doesn’t understand, and which path generates the most “Talk to us” taps. Each of those is a fix: a new keyword, a clearer label, a path that needs a shortcut, or a question the bot should stop trying to answer.

    Eight-step roadmap for building a WhatsApp chatbot without code: pick jobs, collect real phrasing, map paths in two taps, write within limits, set triggers, add fallback and human handover, test, then launch and improve
    Steps 1–4 are planning and writing; the builder only comes in at step 5.

    A worked WhatsApp chatbot example: an online clothing store

    Here is the whole design for a small online clothing store that gets about 2,000 customer chats a month. The owner’s tally of first messages showed five main reasons: order status (about 40%), returns and exchanges, size questions, cash on delivery and “other”.

    Customer doesBot replies withChoices offered
    Sends any first message, or taps an ice breakerShort greeting that says it's automated, plus a list messageList: Track my order · Returns · Size help · Payment options · Talk to us
    Picks "Track my order" or types "track", "order", "parcel""Send your order number (it starts with #)"Buttons: Don't have it · Talk to us
    Sends an order numberStatus and tracking link, from the store's system or a personButtons: Main menu · Talk to us
    Picks "Returns"Two-line policy summaryButtons: Start a return · Full policy · Talk to us
    Picks "Size help" or types "size", "fit"Size chart image with a one-line tipButtons: Main menu · Talk to us
    Picks "Payment options" or types "cod", "cash"Which payment methods are accepted, and any limit on cash on deliveryButtons: Main menu · Talk to us
    Picks "Talk to us", or the bot can't match twice"A team member will reply by [time]" and the chat is flagged for an agentNone; the bot stays quiet until the agent finishes

    A few design choices are worth copying:

    • Every answer is two taps or fewer from the first message, and most are one.
    • Typed keywords lead to the same place as taps, so customers who don’t tap aren’t stuck.
    • “Talk to us” is on every screen. Where the platform supports it, the bot also hands over by itself after two unrecognised messages.
    • Order status depends on data. A rule-based bot can’t look up an order on its own. Either the platform connects to your store (through an integration or an API call), or the bot collects the number and a person replies. Be honest with customers about which one it is.
    Conversation flow map for a clothing store WhatsApp chatbot: a welcome list leading to track order, returns, size help, payment options and talk to us, with every answer reachable in two taps and a human handover on each branch
    The store's full chatbot fits on one page: five paths, two taps deep, a person on every branch.

    WhatsApp chatbot examples by industry

    The same pattern works almost everywhere. What changes is the three to five jobs.

    BusinessMain menu jobsWhat stays with a person
    Clinic or diagnostic labTimings, doctor availability, book a slot, report status, directionsAnything about symptoms, results or medication
    Coaching institute or schoolCourses, fees, batch timings, book a demo classScholarships, refunds, parent concerns
    Restaurant or cloud kitchenMenu, order link, delivery areas, table bookingComplaints about an order
    Real estateProjects, budget ranges, site-visit booking, brochureNegotiation and site visits themselves
    Travel agencyPopular packages, visa checklist, enquiry formCustom itineraries and payments
    Salon or spaServices and prices, available slots, locationRescheduling disputes, special requests
    B2B supplierCatalogue, price list request, order status, dealer enquiryQuotes, credit terms

    For more ready-to-adapt wording, see our WhatsApp auto-reply examples for small businesses.

    What a WhatsApp chatbot costs in 2026

    A WhatsApp chatbot has up to three costs, and the first one changed recently.

    1. Meta’s messaging charges. Meta’s pricing treats a reply sent inside the 24-hour window as a service message, whether a person, a rule or a third-party AI writes it. From 1 October 2026, each business phone number gets a free tier of 1,000 service messages a month, and after that each service message is charged at the utility rate. In India that’s ₹0.115 per message. Templates you send to start a conversation are charged separately, by category (marketing, utility or authentication). See our breakdown of WhatsApp Business cost per message for rates in other markets.

    2. The platform. Your provider’s subscription, which usually decides whether a no-code builder, an AI feature or integrations are included.

    3. AI usage, if any. An AI chatbot adds model charges. These are either included in the platform or billed per token on your own model account. Meta’s own Business Agent on the API is billed per token, which Meta estimates at about 4–5 US cents per message.

    Here’s what the Meta part looks like for the clothing store above, at 2,000 chats a month:

    DesignBot replies per chatReplies a monthCharged after 1,000 freeMeta cost (India)
    Deep menu (menu → sub-menu → sub-menu → answer)48,0007,000₹805
    Two-tap design36,0005,000₹575
    One-tap for the top path (order status straight from the welcome list)24,0003,000₹345

    These are small sums for most businesses, but the direction matters. Every unnecessary menu step now costs money as well as patience, so the design that customers prefer is also the cheaper one. Replies your team types count towards the same free tier.

    Is there a free WhatsApp chatbot?

    Not a complete one. The WhatsApp Business app’s greeting and away messages are free but aren’t a chatbot. On the API, some platforms have free plans or trials, and Meta’s 1,000 free service messages cover a small business’s replies each month. Once you pass that, or send templates, Meta charges apply however the bot was built. Be wary of “free WhatsApp bot” tools that ask you to scan a QR code with your phone: that’s the unofficial route that gets numbers banned.

    The rules your WhatsApp chatbot must follow

    Meta’s rules are short, but breaking them can lower your quality rating or cost you the number.

    • Reply freely, start conversations only with templates. Free-form replies, buttons and lists work only inside the 24-hour customer service window. Outside it, send an approved template.
    • Get opt-in before messaging first. Anyone who receives a template from you should have agreed to hear from you on WhatsApp.
    • Always offer a human. The Business Messaging Policy requires “prompt, clear, and direct escalation paths” whenever you automate replies.
    • Respect opt-outs. If someone types “stop” or asks not to be contacted, stop sending templates to them and record it.
    • AI must serve your business. Clause 4.7 of the Meta Terms for WhatsApp Business Platform restricts providers from offering AI, such as general-purpose assistants, when the AI is the main thing being offered. A chatbot that answers your customers about your business is an ancillary use; a public “ask me anything” bot is the risky kind.
    • Watch your quality rating. Blocks and reports from customers annoyed by a bot can lower your number’s quality and messaging limits. Our guide to WABA health and quality rating explains the signals.

    Common WhatsApp chatbot mistakes, and how to fix them

    Most chatbot problems show up in the first week. These are the ones we see most often.

    SymptomLikely causeFix
    Bot doesn't reply at allNumber not connected to the platform, rule paused, or the customer's message doesn't match any triggerCheck the connection and the rule's status, then add a welcome trigger or fallback so nothing goes unanswered
    Customer gets two repliesTwo automations (for example a keyword rule and an AI chatbot, or a welcome message and a rule) both fireDecide which one owns each type of message and switch the other off for it
    Keyword fires on the wrong messagesA loose "contains" match on a short wordUse exact or starts-with matching for short words, and contains only for longer, distinctive ones
    Buttons or list don't sendThe 24-hour window has closed, or a label is over the character limitSend a template to reopen the conversation; shorten labels to 20 (buttons) or 24 (list rows) characters
    Customers keep typing instead of tappingMenu options are unclear, or the bot asks an open questionRename options using customers' own words, and add keyword triggers for the same paths
    Lots of drop-offs mid-menuToo many levels, or the answer isn't what the label promisedCut to two taps, move the top answer into the welcome list
    Angry customers stuck in loopsNo hand-over, or it's hiddenPut "Talk to us" on every screen and hand over automatically after two misses

    One more mistake doesn’t show up as an error: building the bot and never reading its chats. The bot that launched is rarely the bot that works. Plan a weekly review for the first month.

    How to tell if your WhatsApp chatbot is working

    Skip vanity numbers like “messages sent”. These five tell you whether the bot is saving time without costing customers:

    1. Resolved without a person: the share of chats that end with the customer’s question answered and no agent involved.
    2. Hand-over rate: how often customers ask for a person. A very low number can mean they’re stuck, not satisfied.
    3. Drop-off by step: where people stop replying. A step that loses a lot of people needs a better label or a shortcut.
    4. Messages per resolved chat: menu depth in one number, and a direct driver of your Meta bill.
    5. Repeat contacts within 24 hours: customers coming back with the same question means the first answer didn’t work.

    Compare them with the month before the bot, especially first-response time and the number of chats your team handled by hand.

    Building a WhatsApp chatbot in ChatMitra

    ChatMitra is a WhatsApp Business Platform provider, so here is how the steps above map onto it, including what it doesn’t do. ChatMitra has no drag-and-drop chatbot canvas. You build a menu chatbot from three pieces that work together:

    • Welcome Message sends up to 20 messages in order to a customer’s first message, for example a greeting and then your main list menu. It can tag the contact, and it can greet returning customers again after a number of days you choose.
    • Auto Reply rules fire on keywords. Each rule takes up to 10 keywords and matches them exactly, starts with or by regex (there’s no “contains”). Matching ignores capital letters and accents. A rule can send a sequence of messages: text, an approved template, an image or document, 1–3 reply buttons, a list of up to 10 rows, or product and catalog messages. It can also add a tag, make up to 2 API calls to your own systems, and use a per-customer cooldown so it doesn’t repeat itself.
    • Chaining. When a customer taps a button or list row, the tap reaches ChatMitra as the option’s title, so a rule whose exact keyword is that title fires next. That’s how a menu becomes a chatbot. Keep every title unique, or two paths will collide.

    For typed questions outside your menu, the AI chatbot replies to free text using a model provider you choose and your own API key, so model charges go to your account with that provider. You set its personality and tone, and it can call your systems through API actions. It only reads typed text; button and list taps go to your rules.

    Know these three behaviours before you switch everything on:

    1. No catch-all fallback. A message that matches no rule gets no rule reply. The “Fixed Reply” setting isn’t a fallback: it answers every message and switches keyword rules off. Use the Welcome Message and the AI chatbot to cover unmatched text instead.
    2. Rules and AI can both answer. If the AI chatbot is on and a typed message also matches a keyword, the customer gets two replies. Decide which one owns typed questions.
    3. Hand-over is manual. From Live Chat, an agent can pause automation for one customer, for 30 minutes up to permanently. That stops the AI, keyword rules and the fixed and away replies for that chat. Replying as an agent doesn’t pause the bot by itself, so pause first. For the “Talk to us” button, a rule can send “A team member will reply by…” and tag the contact so your team can find the chat.

    Auto Reply and the AI chatbot are part of the Pro plan (₹999 a month, with a 15-day free trial), according to our pricing page. Agents’ saved answers live in quick replies, which your team types with ”/” in the inbox and which aren’t automated.

    Summary

    A WhatsApp chatbot is simple to build and easy to build badly. Start on the WhatsApp Business Platform, not the free app or an unofficial tool. Give the bot three to five jobs, taken from what customers actually ask, and make each answer reachable in two taps. Write inside Meta’s limits: three buttons of 20 characters, or a list of ten rows. Add a fallback, a visible route to a person, and a test script built from real messages. Then read the chats every week and keep trimming. With service replies charged from 1 October 2026 past 1,000 a month, a short, clear bot is both the one customers prefer and the one that costs least to run.

    Clear answers

    Frequently Asked Questions

    A WhatsApp chatbot is software connected to a business's WhatsApp number that answers customers automatically. It either follows rules you set, such as keywords, reply buttons and list menus, or uses AI to write replies from your business information. Official chatbots run on the WhatsApp Business Platform (the API), not on the free WhatsApp Business app.

    Get a WhatsApp Business Platform number through a provider with a no-code builder. Then pick the three to five questions customers ask most, map each one as a path of no more than two taps, and write the messages within Meta's limits: up to 3 reply buttons of 20 characters, or a list of up to 10 rows. Add a keyword or first-message trigger, a fallback reply, a route to a person and a test script. Launch it to a small group before everyone.

    Not entirely. The free WhatsApp Business app only has greeting messages, away messages and quick replies, which aren't a chatbot. On the API, some platforms have free tiers or trials, and Meta gives each number 1,000 free service messages a month from 1 October 2026. After that, each bot reply inside the 24-hour window is charged at the utility rate, ₹0.115 in India, and any template you send to start a chat is charged by its category.

    No. The app can send an automatic greeting to new or returning customers, an away message and saved quick replies, but it can't follow a menu or react to keywords. Meta Business Agent, Meta's AI assistant for businesses, is offered in the app to eligible businesses in some countries, but it's AI answering rather than a chatbot you design. For buttons, lists and rules you need the WhatsApp Business Platform.

    A reply-button message can show up to 3 buttons, each with a label of up to 20 characters. For more choices, use a list message: up to 10 rows across up to 10 sections, with row titles of up to 24 characters and optional descriptions of up to 72. Templates have separate button rules.

    Only with an approved template. Chatbot replies such as buttons and lists are free-form service messages, which Meta allows only while the customer's 24-hour customer service window is open. To start a conversation, for example a cart reminder, send an approved template to someone who has opted in. When they reply or tap a button, the window opens and the chatbot can take over.

    Not if you use the official WhatsApp Business Platform and follow Meta's policies: message only people who have given permission, keep a clear way to reach a person, and keep your quality rating healthy. The risk comes from unofficial tools that automate a normal WhatsApp account, which breaks WhatsApp's terms and can get the number banned.

    There are up to three parts. Meta's charges: from 1 October 2026 each number gets 1,000 free service messages a month, then ₹0.115 per reply in India, and templates are charged by category. Your platform's subscription. And, for an AI chatbot, the model's usage charges. A store handling 2,000 chats a month with 3 bot replies each would pay Meta about ₹575 a month for the replies.

    A rule-based WhatsApp chatbot sends replies you wrote in advance when a customer taps a button or types a keyword. An AI agent uses a language model to understand free-text messages, writes its own answer and can check or change things in your systems. Many businesses combine them: buttons for common paths, AI for other questions and a person for exceptions.

    Nikunj Gohil

    ChatMitra

    Nikunj Gohil writes for the ChatMitra blog about the WhatsApp Business API.

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