Case Study
Polotno

Integrated CrawlChat into the new Konva docs – hats off to @pramodk73 for making it insanely useful. It now powers "Ask AI" widget on site, MCP server for docs, Discord bot for community. Smarter docs. Better support.

Anton LavrenovAnton LavrenovKonvajs & Polotno
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Overview

Polotno is a browser-based image and video design platform that lets users create banners, ads, reels and visuals easily with drag-and-drop tools, templates, and export options like JPG, PNG, PDF, GIF, and MP4. It also offers a customizable SDK so businesses can embed a white-label design editor into their products, enabling automated and integrated creative workflows.

Polotno has a great community of people and they needed a better way of finding answers to their questions. By integrating CrawlChat, Polotno was able to achieve exactly that.

Challenges

Key challenges faced by Polotno about making their documentation more accessible:

  • Information scattered across different sources
  • Repetitive questions are asked frequently
  • No visibility into the questions asked

Sources

Polotno uses the following sources to build their knowledge base:

Docs
Threads

Channels

Polotno integrates the CrawlChat chatbot into the following channels:

Website
MCP

Results

By integrating CrawlChat, Polotno was able to achieve following results:

  • Documentation support is now available 24/7
  • Community conversations are turned into a knowledge base
  • Developers get instant help in their IDEs using MCP
  • Find data gaps in the documentation and improve it

Frequently asked questions

How does documentation AI help Polotno’s SDK?

Why add community threads to your knowledge base?

How does MCP bring docs into dev workflows?

How do I embed AI on Polotno-style docs?

Where are more technical-documentation case studies?

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