# Start from real stock, photos and customer questions

The shop publishes more reliable, less generic and easier-to-maintain product pages.

- **Page** : https://bruno.incwo.com/en/use-cases/preparer-fiches-produits-boutique-en-ligne
- **Secteurs** : Small ecommerce, Local shops
- **Fonctions** : Marketing, Sales, Ops

## The situation
The merchant adds products online, but descriptions, photos, variants, timelines, frequent questions and stock limits stay incomplete.

## What you want
I want to publish useful product pages without inventing marketing copy that does not match the shop.

## A plain AI chat
An AI chat writes flattering copy, but it does not start from real photos, stock, customer feedback and delivery constraints.

## With Bruno
Bruno prepares short copy, variants, FAQs, photo needs and points to check before publishing.

## Agents involved
- Product page agent
- Stock agent
- Customer questions agent

## Deliverables
- Product page
- Variants to check
- Short FAQ
- Photo checklist

## Gains
- Cleaner customer files before the next action
- Steadier delivery without adding heavy management