Demo scenario
Clothing brand

Clothing Brand: from a Reels comment to payment in minutes

Every Reel gets hundreds of "price" and "size" comments. The bot answers each one in Direct, picks the size, shows stock and sends a payment link.

Niche
Clothing brand, Dnipro
Channel
Instagram: comments + Direct
Launch
2 weeks
Volume
~4,000 chats/month
13:26
CB
Clothing Brand
streetwear.brand
CB
Clothing Brand
streetwear.brand · Instagram
41K followers · 1,280 posts
View profile
13:21
Hi! I saw your "size" comment under the Oslo hoodie Reel 👋 Let me help: how tall are you and how do you like it to fit?
168 cm, oversized but not a sack)
Then go for M: at 168 cm it fits loose, but the sleeves won't be too long. S would be a classic fit
is it available in grey?
Grey melange in M is in stock, 3 left:
Oslo hoodie · grey melange
Size M · $46 · free delivery over $36
paid 🙌
Got the payment, thank you! 🖤 Please send your city, full name and Nova Poshta branch
Dnipro, Anna Kovalenko, branch 12
Done! A manager will check the order and it ships today. I'll drop the tracking number here tonight 📦❤️
Message...
DoneCollected Nova Poshta details and passed the order to a manager

Results

4 sfrom comment to a Direct reply
2messages from the buyer before payment
5 minfrom comment to delivery details
1private reply to the comment, as Instagram allows

* Demo case: names, quotes and numbers are placeholders and will be replaced with real ones.

Challenge

After every viral Reel the managers couldn't keep up with comments. People got answers a day later, when the urge to buy had passed.

  • Up to 600 comments under one Reel
  • Sizes and stock were checked by hand
  • Payment links were tracked in Excel

Solution

The AI assistant catches keywords in comments, sends a private reply in Direct and leads to payment: size, colour, stock and a monobank link. Once a manager approves the order, the bot creates a Nova Poshta waybill and sends the number in Direct.

  • A private reply to a comment in seconds
  • Size from height and preferred fit
  • Stock from the sheet and payment without a manager, the waybill once they approve
Architecture

How the bot is built

The customer writes in a messenger, the AI assistant understands the request and works with the business's services itself. No copying between tabs.

TriggerReels comment
Words: price, size
Private reply
AI assistantSale in Direct
ModelPrompt: size chartStockMemory
Payment link
Webhook: paid
Waybill once approved
Order
Trigger: where the customer comes fromAI assistantThe agent's model, prompt, memory and knowledge← swipe the diagram →
Behind the scenes

What happens while the customer types

01

Checks stock

The bot looks at the warehouse sheet and never offers what's sold out. When an item runs out, it suggests another colour.

Google SheetsStock · Oslo hoodie
ColourSMLXL
2Black12852
3Sand4063
4Grey melange73 ↓91
Stock updated by the AI assistant · just now
02

Takes payment

The client pays via monobank, the bot sees the payment status and moves straight on to delivery.

monobankInvoice NW-4471
$46Paid
ItemOslo hoodie · M · grey
BuyerAnna K.
MethodApple Pay
03

Creates the shipment

A manager approves the order with one tap and the bot creates the waybill. The number reaches the client in Direct the same evening, while the 24-hour window is open, and she can ask about the parcel in Direct any time.

Nova Poshta API
Waybill number20 4512 3345 8871
Created
Shipped
At branch
RecipientAnna Kovalenko
CityDnipro, branch 12
Shipping paid bySender
Stack

Tools and integrations

The bot's brain
AI assistant
  • Picks the size
  • Knows stock and prices
  • Gets to payment
Agent parts
ModelPrompt: size chartStockMemory
ChannelInstagram API

Comments, private replies, Direct

Official API
DataGoogle Sheets

Warehouse and stock

OAuth 2.0
Paymentsmonobank

Payment links

API + webhook
DeliveryNova Poshta API

Waybills and parcel status on request

API 2.0
CRMKeyCRM

Orders and analytics

REST API
Your service

We'll connect your CRM, accounting, sheets or website via API or webhook.

I want a bot like this
Honestly

Pros and limits

What the business got

  • Every comment gets a reply in seconds
  • Size is matched to height and fit, not guessed
  • Managers handle complex and wholesale orders
  • Reels sales are now visible in the CRM

Limits worth knowing

  • Only one private reply per comment is allowed, within 7 days. Then the client continues the chat, and the bot can message her for 24 hours after her last message
  • Stock must be synced with the warehouse daily
  • The bot doesn't negotiate discounts, those go to a manager
Rollout

From brief to launch

Week 1

Size chart, stock, script

Week 2

monobank, Nova Poshta, KeyCRM, launch on one Reel

“A viral Reel used to mean chaos and angry customers. Now it's just a good sales day.”
Mariia Savchuk
brand co-founder

Ready to handyour chats to a bot?

Message us in any messenger and we'll show a live demo of the AI assistant for your niche.

  1. 01You message usin any messenger
  2. 02A demo for your nichewithin 1-2 days, free
  3. 03Launchfrom 1 week