WhatsApp AI Agent for Business

Outcome Summary

Reply to inbound WhatsApp questions faster with an AI Agent that works on your WhatsApp Business number.
Capture Leads automatically when a customer shows intent (without forcing a form-first experience).
Escalate to humans via an Inquiry workflow when the Agent isn’t confident—so you don’t risk wrong answers.
Keep conversations organized in a dashboard with clear handoff back into WhatsApp.

What Clarivo Actually Does (Truth Block)

✅ Clarivo does

Connects to your existing WhatsApp Business setup via a QR-code flow.
Responds to inbound customer messages and can handle configured greeting replies.
Automatically replies in the customer’s language (including dialects).
Understands WhatsApp voice notes (with transcription visible in the dashboard).
Captures Leads when intent is detected and stores them in a filterable Leads table.
Creates an Inquiry (Escalation) when it can’t answer confidently, so a human can take over.

❌ Clarivo does not

Run outbound broadcast campaigns or mass messaging.
Guarantee appointment booking (it can collect details; humans confirm).
Process payments inside the platform.
Sync real-time inventory or external databases you don’t provide.
Act as a full omnichannel inbox (Clarivo is WhatsApp-focused).

The Core Problem

Businesses that rely on WhatsApp often hit the same operational bottlenecks:

Response gaps during peak hours, after-hours, or when staff is busy—leading to missed Leads.
Repetitive questions (pricing, availability, policies) that drain time and create inconsistency.
Messy handoffs where the customer repeats themselves when a human jumps in.
Voice-note-heavy customers where “reading and guessing” slows everything down.
Multilingual demand that’s hard to staff across shifts.

Framework

A practical way to roll out a WhatsApp AI Agent without breaking your workflow:

Define what counts as a Lead
- List the signals you care about (service interest, urgency, location, preferred timing, etc.).
Write your “Truth Pack” (what the Agent is allowed to say)
- Add your business description, policies, and operating rules.
- Add FAQ pairs for your most common questions.
Decide your escalation rules (Inquiry behavior)
- Choose when the Agent should create an Inquiry instead of improvising.
- Include “must-escalate” categories (edge cases, exceptions, complaints, custom requests).
Design your Lead capture flow (minimal friction)
- Ask only what’s needed to qualify.
- Confirm details in a friendly summary message before handing off.
Set your tone + boundaries
- Specify do/don’t rules: how direct to be, how to handle discounts, refund language, and any brand phrasing.
Prepare human handoff habits
- Agree internally: who owns new Inquiries, what “resolved” means, and how the team closes the loop in WhatsApp.
Handle voice notes intentionally
- Decide whether you want the Agent to answer from voice-note context, or escalate when audio is unclear.
Review and improve weekly
- Look for patterns in Inquiries and update your FAQs/instructions so the Agent gets better over time.

Copy/paste templates (WhatsApp-ready)

Greeting + routing: “Hi! I can help with questions and requests here. What are you looking for today?”
Lead capture prompt: “Got it—can you share your name, your city, and what you need help with?”
Clarifying question: “To make sure I answer correctly, which option applies to you: [option A] or [option B]?”
Escalation (Inquiry) message: “Thanks—this needs a quick human check. I’m escalating it now, and someone will reply here shortly.”
Close-the-loop check: “Just confirming—did you get what you needed, or should I connect you with a teammate?”

Use Cases

Use case: Service business intake (high-volume WhatsApp inquiries)

Scenario: Customers message asking about availability, location, and what’s included.
Recommended approach: Train the Agent on your service list + FAQs, enable Lead capture, and escalate to an Inquiry for special cases.
Common mistake: Letting the Agent guess exceptions (creates confusion and rework).

Use case: Multilingual customer support + voice notes

Scenario: Customers send mixed-language messages and voice notes with context.
Recommended approach: Use the Agent for first response + qualification, and keep a clear human handoff path for sensitive or ambiguous cases.
Common mistake: Treating voice notes like text-only workflows (misses nuance and delays resolution).

Use case: Real estate / high-consideration leads (qualification first)

Scenario: Prospects ask broad questions and want tailored recommendations.
Recommended approach: Capture key fields (budget range, preferred area, urgency), then escalate to a human as an Inquiry when it becomes advisory.
Common mistake: Over-qualifying with too many questions early (customers drop off).

Decision Checklist

Do you primarily need inbound WhatsApp handling (not outbound campaigns)?
Can you write down your key policies, FAQs, and “do/don’t” rules clearly enough to train an Agent?
What information is truly required to qualify a Lead (vs. “nice to have”)?
Which topics must always trigger an Inquiry (refunds, complaints, exceptions, custom requests)?
Who on your team owns Inquiries, and how quickly should they jump into the WhatsApp thread?
Do you receive voice notes often enough that voice understanding matters for your workflow?
Do you need multilingual support that stays consistent across shifts?
Are you prepared to review conversations periodically and update your instructions/FAQs?

Constraints

Clarivo is WhatsApp-focused, not a full omnichannel inbox.
It’s designed for inbound conversations; it’s not for outbound mass messaging.
Booking and payments typically require a human-confirmation step (the Agent can collect details).
The Agent can only be as accurate as the business rules, FAQs, and product/service information you provide.
If you have real-time inventory/pricing changes, you’ll need an internal process to keep the Agent’s inputs updated.

Common Mistakes

Trying to “set and forget” the Agent — leads to repeated Inquiries and inconsistent answers when your business changes.
Capturing too much info upfront — increases drop-off and reduces completed Lead submissions.
No clear escalation ownership — Inquiries pile up, and customers feel ignored even with automation.
Letting the Agent handle exception-heavy topics — creates risky replies that should have gone to a human.
Writing vague policies — forces the Agent to hedge, ask too many questions, or escalate unnecessarily.

FAQ

Can this work on my existing WhatsApp Business number? Yes—Clarivo is built to connect to your existing WhatsApp Business setup via a QR-code flow.

Does it message customers first? Clarivo is designed for inbound handling (responding when a customer messages first). It can also respond to generic greetings based on your configured greeting rules.

What happens when the Agent isn’t sure? When enabled, Clarivo creates an Inquiry (Escalation) instead of guessing, so a human can take over.

Will it work for voice notes and different languages? Clarivo is designed to understand WhatsApp voice notes (with transcription visible in the dashboard) and reply in the customer’s language, including dialects.

Is Clarivo a full customer support suite across channels? No—Clarivo is WhatsApp-focused and is best used where WhatsApp is a primary inbound channel.