WhatsApp Chatbot

How to build a WhatsApp chatbot for your clothing store

Most messages a clothing store gets on WhatsApp are the same handful of questions, asked at all hours. A chatbot answers those the moment they arrive and passes everything else to a person. Here is what is worth automating for clothing stores, what a good flow looks like, and where the bot should stop.

Reputoo TeamUpdated 25 September 2026 10 min read

Key takeaways

  • A boutique chatbot answers timings, sizes, stock and prices, and books trials and video calls.
  • It shares new arrivals as a catalogue and reserves pieces with a payment link.
  • Styling advice, custom designs and negotiations go to the owner or stylist.
  • Stock answers must come from real stock data, never a guess.
On this page (35 sections)

1.The conversations worth automating for clothing stores

Start from what customers actually send. Customers ask whether a piece is in their size, for more photos, about alterations, and whether a new collection has arrived.

Then look at what goes wrong today:

  • New arrivals reach only a fraction of customers.
  • Loyal customers shop elsewhere between visits. Your best customer hasn't visited in 60 days. Not because they don't love you — they just forgot you had new stock.
  • Custom order status communicated by manual calls. Customers call to check if their altered kurta is ready. WhatsApp automated updates end these calls.

Each of these is a conversation with a predictable shape — a question, a lookup, a confirmation. That shape is what a chatbot handles well.

2.The shopping flow

  1. What are you looking for? Occasion or category — Festive, Wedding, Casual, Office, Kids.
  2. Catalogue — photos with prices, from the category.
  3. Size and colour — only what is in stock.
  4. Reserve or buy — hold for a trial visit, or pay by link for delivery.

3.An example flow: new collection arrival broadcast

Example conversation — New collection arrival broadcast. Names, times and references are placeholders.

Business: 👗 Eid Collection Is Here!
Hi Nadia! 20 new hand-embroidered kurta sets just arrived — exclusive designs, limited pieces.
Sharing a sneak peek below ⬇️
[Image: Collection Preview]
First come, first served! Visit us at Threads Boutique, Banjara Hills this weekend or DM to reserve.

Customer: Wow these are beautiful! Can I reserve the blue one? Size M

Business: ✅ Blue embroidered set (Size M) reserved for Nadia!
Reserved for 48 hours.
You can pick up anytime or we can ship (₹100 extra).
Shall we schedule a pickup time? 🛍️

Notice what the business side does: it answers with the specific detail (time, reference, next step), it asks for one thing at a time, and it gives the customer a one-word way to reply. Those three habits matter more than how clever the bot is.

4.Booking trials and stitching appointments

Customers can book a trial slot, a measurement appointment for stitching, or a fitting for an alteration. The bot confirms the time and what to bring — the blouse to match, the shoes for length — and reminds them the day before.

5.Keyword flows or an AI chatbot?

Reputoo supports both, and most clothing stores end up using both:

  • Keyword flows — a fixed menu or trigger word ("MENU", "BOOK", "STATUS") leads down a set path. Predictable, easy to audit, right for anything with a fixed answer.
  • AI chatbot — reads the customer's own words and answers from your knowledge base (website, price list, policies). Right for the long tail of questions nobody wrote a menu item for.

A sensible start for a clothing store: keyword flows for the top two or three tasks, AI for everything else, and a person behind both.

6.Size questions

The bot answers from the size chart: measurements for each size, how a style fits, whether alterations are possible. It passes "will this suit my body shape?" to a stylist, because that deserves a person's eye.

7.Custom and bridal enquiries

For custom pieces and bridal wear, the bot collects the occasion, the date, a reference photo, a budget if offered, and hands to the owner or designer. Custom work needs a conversation, not a menu.

8.What the bot should hand to a person

  • Complaints, refunds and anything where the customer is upset.
  • Anything involving money the bot cannot see — a disputed bill, a custom quote.
  • Health, safety or legal questions.
  • Any customer who asks for a human. Do not make them ask twice.

For clothing stores specifically: custom orders, alteration disputes and exchanges need a person who can see the piece.

Handover on Reputoo moves the chat into the shared inbox with the conversation so far, so staff never ask the customer to repeat themselves.

9.Setting it up

  1. Connect your WhatsApp number to Reputoo (official API; takes minutes).
  2. Add your website and documents to the knowledge base so the AI answers in your clothing store's own terms.
  3. Build keyword flows for the top tasks above. What to connect: A retail POS or online store with inventory; size availability is what makes stock replies accurate.
  4. Choose who gets handed-over chats, and during which hours.
  5. Test from a personal phone, then share the number or a QR code with customers.

10.Order tracking

"Is my lehenga ready?" or "when will my order arrive?" — the bot answers from the order record: stitching stage, trial date, dispatch and tracking. Delays are told honestly with a new date.

11.Exchanges

The bot explains the exchange policy, collects the order and a photo, and reserves a replacement size if in stock. Exceptions go to the owner.

12.Languages

Customers ask in their own words: "ye kurta M size mein hai?". Keyword flows cover common words; the AI chatbot handles the rest in the customer's language.

13.Testing before launch

  • Browse a category and reserve an in-stock item.
  • Ask for a size that is out of stock and check the alert offer.
  • Book a stitching appointment.
  • Ask a styling question and check it goes to a person.

14.Saved measurements for repeat stitching

Returning stitching customers can reuse their last measurements with a tap, or book a new measurement appointment if their size has changed. The bot never displays measurements to anyone but the customer on record.

15.Outstation orders

For customers in other cities, the bot shares photos and videos, offers a video-call slot, sends a payment link, and gives the shipping time and cost. Outstation exchange rules are stated before payment.

16.Bridal consultations

Brides get a separate path: wedding date, events (mehendi, sangeet, wedding, reception), colours and inspiration photos, and a consultation booking with the designer. Everything collected goes to the designer before the meeting.

17.Care instructions

"Can I machine-wash this silk?" — the bot answers from the product's care instructions. Good care advice prevents damaged garments and unhappy customers.

18.Festive cut-off dates

Before a festival the bot tells customers the last date to order stitching or buy for delivery in time, and stops taking stitching orders after the cut-off. It suggests ready-to-wear alternatives instead.

19.Gift cards

The bot sells gift cards by amount, delivers them as an image to forward, and recognises them at redemption — a good option for customers who want to give clothes but do not know sizes.

20.Handing over to the owner

Styling questions, custom designs, bridal work, price requests and complaints go to the owner with photos and the customer's words. The bot tells the customer when to expect a reply.

21.Is the chatbot working?

Watch enquiries answered without staff, reservations made in chat, stitching orders tracked without calls, and walk-ins who reserved first. Read handovers weekly for product details to add.

22.Menswear and kidswear

Boutiques that carry men's or children's wear need separate size charts and questions — age and height for children, chest and length for kurtas. The bot switches path by category so each customer gets the right size guidance.

23.Pre-orders for new collections

For pieces made in small batches, customers can pre-order from photos before the batch arrives. The bot takes the size and a deposit, and messages when the piece is ready — useful for designer drops that sell out.

24.Delivery and pickup

The bot offers in-store pickup or delivery, quotes the charge and time, and sends tracking. Pickup orders get a "ready for pickup" message with the store timings.

25.Opening hours and festive timings

Boutiques extend hours before festivals and close on some holidays. The bot answers from one place in the knowledge base so customers do not arrive at a closed shop.

26.Price questions

The bot shares listed prices and any published offers. Requests for discounts go to the owner — the bot never invents one.

27.Back-in-size alerts

When a piece is out of the customer's size, the bot offers to tell them if it comes back or if a similar piece arrives. With their consent, the alert goes out the day stock lands.

28.Trial-room booking on busy days

On weekends before festivals, trial rooms queue. Customers can book a trial slot in the chat with the pieces they want set aside, so they walk in to a room and their shortlist ready.

29.After a purchase

A day after delivery or purchase, the bot asks whether everything fits — [Perfect] [Needs alteration] [Want to exchange] — and routes each answer: alteration booking, exchange flow, or a thank-you and an invitation to see new arrivals.

30.Payments

The bot sends payment links for reservations, advances and balances, confirms payments and sends receipts. Refund requests go to the owner.

31.Fabric and design questions for stitching

Stitching customers ask how much fabric they need, which designs suit a fabric, and what the stitching charge is. The bot shares your fabric-quantity guide, design catalogue and stitching price list, and books a measurement appointment. Design choices beyond the catalogue go to the tailor or designer.

32.Languages and how customers ask

Customers use the words they know — "suit", "kurti", "salwar", "co-ord set", "saree blouse" — and mix languages. Map these to your categories in the bot so every version finds the right pieces, and let the AI chatbot handle the rest in the customer's language.

33.Weekly review

Once a week, read the handovers and questions the bot could not answer. Add missing sizes, fabric details and policies; the bot gets better with every week of real questions.

34.Photos customers send

Customers send screenshots from Instagram or photos of a design they saw. The bot attaches them to the enquiry and asks whether they want the same piece or something stitched like it, then routes to stock or to the tailor.

35.Frequently asked questions

Does a clothing store need a developer to build a WhatsApp chatbot?

No. Flows are built in the Reputoo dashboard, and the AI chatbot learns from pages and documents you upload. A developer is only useful if you want to connect a custom in-house system.

Will customers know they are talking to a bot?

They should. Say so in the first message and offer a way to reach a person. Customers mind a slow or wrong answer much more than they mind a bot.

Can a boutique chatbot show new arrivals?

Yes, as a catalogue with photos, sizes and prices, with a button to reserve or buy.

Can customers book stitching appointments through the chatbot?

Yes — measurement appointments, trials and alteration fittings, with reminders.

Does the chatbot give styling advice?

No. Styling and custom design questions go to the owner or a stylist.

Can the chatbot take pre-orders for designer drops?

Yes. It takes the size and a deposit and messages the customer when the piece arrives.

Can the chatbot tell me when my size is back?

Yes, with your consent it sends an alert when the size returns or a similar piece arrives.

Can customers send Instagram screenshots to the boutique chatbot?

Yes. The bot attaches them to the enquiry and routes to matching stock or to the tailor for stitching.

How do I send custom order status updates to customers?

Set up a simple status update flow — when you mark an order as "stitching started" or "ready for pickup," Reputoo automatically sends the relevant WhatsApp to the customer.

How do I handle festival season traffic without chaos?

Send festival collection announcements 2 weeks early to your WhatsApp list. Collect reservations via WhatsApp replies. Manage pickup appointments via booking bot. Your boutique is organised even at peak demand.

Set up WhatsApp chatbot for your business

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