Telegram bot that checks Avito listings against rules before publishing

Context

The clients are Avito experts who publish hundreds of listings on Avito en masse. The platform regularly changes its moderation rules.

Task

Dozens of listings per day were rejected by moderation. Each rejection meant rework and re-publishing. Avito rules are scattered and hard to keep track of.

Solution

• The Avito expert sends the listing text and photos to the Telegram bot
• The bot analyzes the listing against current Avito rules
• Provides revision recommendations and a risk score
• LLM core allows updating rules without reprogramming

Result

The project focused on a practical business task: removing manual routine, reducing errors and giving the team a clear tool for everyday work. The main effect is reflected in the metric: −70% — reduction in Avito moderation rejections.