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Footwear retail · Jaipur · Live in 5 days

From 10–15 serious buyers a day to 60–70

Same ad spend. Same shop. Same products. The only thing that changed was who answered the WhatsApp.

Ajay Singhadiya

Founder, OperateAI

Serious buying conversations a day
From 10–15 to 60–70.Serious buying conversations a day
Enquiries left unanswered
From ~170 to 0.Enquiries left unanswered
First reply time
From Hours to 9 seconds.First reply time

The short version

A footwear retailer in Jaipur was running Meta and Google ads, and they worked. On a campaign day, 200 to 250 people messaged his WhatsApp. That was the problem.

He answered them himself, from his own phone, all day. He got through 70 to 85 of them. The other 170 or so enquiries went unanswered, from people he had already paid an ad platform to reach.

Out of that whole flood, he was reaching a real buying conversation with only 10 to 15 people a day.

We put a WhatsApp AI agent on his own business number, on the official WhatsApp Business API. It answers every enquiry in 9 seconds.

Today every message gets a reply, and he is having 60 to 70 serious buying conversations a day. He opens WhatsApp for about 30 minutes, only to confirm payments.

What was actually going wrong

It is easy to call this “he needed to reply faster.” That was the symptom. Three things were happening at once.

  1. The same five questions, two hundred times a day

    Which shoe, what price, what sizes, is it in stock, where is the shop. Answering those by hand is not a shop owner's job, but there was nobody else to do it.

  2. Volume destroyed his ability to sort

    With 250 messages stacked in one inbox, a serious buyer and a casual browser look exactly the same. He was reaching a real conversation with 10 to 15 people a day. Not because only 15 wanted to buy, but because the other 235 messages were in the way.

  3. He had to choose between replying and running the shop

    Every hour on the phone was an hour not spent on the floor, on stock, on staff, on payments.

So more ad spend was making it worse. Doubling the budget would only have doubled the number of customers who got ignored.

The numbers

  • Serious buying conversations per dayBefore10–15After60–70Owner's count
  • Enquiries received on an ad dayBefore200–250After200–250Measured
  • Enquiries answeredBefore70–85AfterAll of themMeasured
  • Enquiries left unansweredBefore~170 a dayAfter0Measured
  • First reply timeBeforeMinutes to hours, or neverAfter9 secondsMeasured
  • Owner's time on WhatsAppBeforeMost of the working dayAfter~30 minutesOwner's count
  • What the owner does on WhatsAppBeforeTypes the same five answersAfterConfirms paymentsOwner's count

The maths

Why a 4x jump is believable

  • Before: about 15 serious buyers out of roughly 80 answered messages.
  • After: about 65 serious buyers out of 250 answered messages.

Roughly the same conversion rate, applied to three times as many answered messages. The jump did not come from a better sales pitch. It is arithmetic on enquiries the ad budget had already paid for.

What we built

A WhatsApp AI agent on his own business number, handling the entire first conversation.

  1. Instant first reply, 9 seconds

    Every message from a Meta or Google ad lands on WhatsApp and is answered immediately. No queue, no "we'll get back to you", no 11 p.m. gap.

  2. It knows the products the ads are running

    Whichever shoe the ad was promoting, the agent answers on it directly: price, sizes, availability, details. The customer gets a specific answer, not a form response.

  3. It handles the routine questions on its own

    Store timing, location, general product questions. The repeat questions that were eating the owner's entire day.

  4. The owner only steps in to close

    Payment confirmation comes to him directly. That is his 30 minutes a day.

Built on the official WhatsApp Business API, on his own business number. Live in under 5 days.

WhatsApp Business API (official)AI enquiry agentMeta + Google Ads

The result

  • Serious buying conversations went from 10–15 a day to 60–70, on the same ad spend.
  • Zero missed enquiries. All 250 or so daily messages get a reply.
  • About 170 conversations a day recovered that were previously paid for and then lost.
  • The owner got his day back, from most of it on WhatsApp to about 30 minutes.
  • Ad budget can now go up without the workload going up. That was impossible before.

Where these numbers come from

Message volume, reply time and answer rate come from the system itself. The count of serious buying conversations and the owner's time on WhatsApp are his own day-to-day numbers, not log exports. The shop is not named here because we do not publish a client's name without their written permission.

The same system, on your number

Want this on your WhatsApp?

If you run ads and your WhatsApp fills up faster than you can answer it, you are paying twice. Once for the ad, and again in customers who never got a reply.

  • Set up on your own WhatsApp number in 5 days
  • Every enquiry answered in seconds, day and night
  • Automatic follow-up for 7 days
  • Every lead in one place
  • A summary on your phone every morning at 9
₹9,999one-time setup₹2,999 / month

Guarantee: If every enquiry is not getting a first reply within one minute in 14 days, you get a full refund. No questions.

Talk to us on WhatsApp
Last updated: August 2026WhatsApp AI Agent
FAQ

Questions

Yes, but for a different reason. At 250 messages a day the problem is volume: real buyers get buried. At 20 a day the problem is speed. One lead going cold costs you a whole sale, and a broker, clinic or dealership lead is worth far more than a pair of shoes. Same system, different setting.

The official WhatsApp Business API, running on your own business number. QR-code wrappers and unofficial tools eventually get numbers banned, and losing the number your customers already have would cost you far more than the setup.

It hands the conversation to you instead of guessing. The message comes through to you directly with the chat history attached, so you pick up exactly where the customer left off.

Five days for a build like this one. That covers your products and pricing, the follow-up messages, and testing on your real number before it goes live.

Outbound follow-up messages are charged by Meta at their own per-message rate. For a shop at this volume that is typically a few hundred rupees a month. We work out your number with you before you sign, not after.
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