Customer support teams can reduce ticket volume by deflecting common questions with AI-powered cited answers. Crawls public documentation websites and keeps the index fresh on a schedule without framework lock-in. Syncs Markdown files from GitHub repositories automatically on each commit with citations back to the source files.
IN THE FIELD GUIDE
Crawlchat
crawlchat.com
CrawlChat is an AI-powered platform that creates source-linked AI agents from technical documentation, API references, and internal knowledge to provide reliable answers and reduce hallucination. It integrates with multiple channels like web, Discord, Slack, GitHub, and MCP servers, and offers analytics to improve documentation and user support workflows.
THE PRODUCT, BEYOND THE PITCH
Editorially reviewed · Sources checked Oct 3, 2026
A good fit for
- Software companies needing AI-powered technical documentation and developer workflow support.
- Teams wanting an affordable, omnichannel AI solution for documentation and support.
Know the limitations
- Data retention varies by plan, with the lowest plan retaining data for 6 months only.
- The lowest plan does not include insights for data gaps, categories, or sentiment analysis.
What you can do
- Technical documentation support for software companies to reduce support tickets and improve developer experience.
- Deploy AI agents on community channels like Discord, Slack, and MCP servers to reach users where they ask questions.
Features
- Automatically sync documentation, websites, wikis, GitHub, Confluence, and more to keep knowledge current.
- Embed AI agents in websites, Slack, Discord, GitHub, MCP, API, and other channels for consistent user experience.
- Provides analytics including data gaps, categorization, and sentiment analysis to improve documentation.
Integrations
- Integrates with Discord bot, Slack app, GitHub bot, MCP server, and API for deployment.
- Supports syncing knowledge from Web, Docusaurus, GitHub (issues, PRs, discussions), Notion, Linear, Confluence, and manual uploads.
Platforms & data export
Not confirmed yet.
THE COST FOR YOUR TEAM
Go beyond the starting price.
Published plan prices for your team size and usage. Results update as you type. Taxes, currency conversion and unlisted add-ons are excluded, and anything the source did not state is called out rather than guessed.
Cheapest fit for 1 person, all 1 tools
$29.00/month
$348.00 a year on these plans.
| Tool / plan | Monthly | Per year | What this assumes |
|---|---|---|---|
LaunchCheapest fit Flat subscription | $29.00 | $348.00 | Automatically extracted from the linked pricing source. Seat allowances, usage limits, taxes and terms are not confirmed — check them with the provider. |
Grow Flat subscription | $99.00 | $1,188.00 | Automatically extracted from the linked pricing source. Seat allowances, usage limits, taxes and terms are not confirmed — check them with the provider. |
Accelerate Flat subscription | $299.00 | $3,588.00 | Automatically extracted from the linked pricing source. Seat allowances, usage limits, taxes and terms are not confirmed — check them with the provider. |
A practical workflow
- Add knowledge by importing focused sources and inspecting pages.
- Configure the agent's instructions, model, and visibility settings.
- Test the agent by asking real questions and checking answers and citations.
- Connect a channel such as website widget, Discord, Slack, or GitHub and test again.
- Improve the agent by reviewing questions, failed sources, and data gaps after launch.
Based on the sources below. Editorial review does not imply hands-on product testing.
Alternatives to explore
Filter alternatives →Candidates based on category and primary feature. Check feature and pricing differences before switching.
What changed
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