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.
IN THE FIELD GUIDE
knoku
knoku.com
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.
THE PRODUCT, BEYOND THE PITCH
Automatically researched · Not editorially reviewed · Sources checked Sep 16, 2026
A good fit for
- Growing SaaS teams needing integrated AI-powered knowledge assistants without per-seat charges.
Know the limitations
Not confirmed yet.
What you can do
- Customer support teams can reduce ticket volume by deflecting common questions with AI-powered cited answers.
- Product and documentation teams can identify knowledge gaps and repeated questions to improve documentation.
Features
- 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.
- Provides a widget, Slack bot, Discord bot, MCP server, and API to deliver cited AI answers across multiple channels.
- Tracks support deflection, traffic, repeated questions, and knowledge gaps with analytics and reporting dashboards.
Integrations
Not confirmed yet.
Platforms & data export
- Supports exporting deflection data as CSV files.
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
$0.00/month
$0.00 a year on these plans.
| Tool / plan | Monthly | Per year | What this assumes |
|---|---|---|---|
Try Knoku on your docsCheapest fit Flat subscription | $0.00 | $0.00 | Automatically extracted from the linked pricing source. Seat allowances, usage limits, taxes and terms are not confirmed — check them with the provider. |
Enterprise Flat subscription | By quote | — | Priced by quote — ask the provider for a figure. Contact the provider for a quote. |
A practical workflow
- Connect knowledge sources such as public docs sites, GitHub repos, workspace tools, OpenAPI specs, and files into one synced product knowledge index.
- Knoku organizes connected content around product knowledge, grouping related information from different sources and marking sources as public or internal for access control.
- Sources stay connected and automatically re-sync or re-crawl on a schedule, processing only changed content to keep the index fresh without manual rebuilds.
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.
CustomerGPT is a no-code AI customer support platform that deploys custom AI chatbots trained on company websites, documents, and help centers in under 2 minutes. It automates over 80% of customer service inquiries with grounded, cited answers and flat-rate pricing starting at $49/month.
LaunchChat transforms Notion documentation and other content sources into an AI-powered support chatbot that answers customer questions 24/7 with citation-backed responses. It supports multiple languages, knowledge gap tracking, and allows users to bring their own OpenAI or Anthropic API keys for unlimited chats without markup.
InsiteGPT is an AI-powered customer support tool that trains on your documents, website, and help center to automatically answer customer questions and capture leads without needing a developer. It is designed for founders and small teams to reduce repetitive support tickets and provide instant, accurate responses 24/7 from their own content.
What changed
1 recorded change · latest 9/16/2026
Changes to the facts recorded here, not a live scan of every vendor update. Save this tool to follow updates in your account.
Updated: best for, export formats, features, plans, summary, use cases, walkthrough
See recorded changes
bestForBefore: ["Growing SaaS teams looking to automate support and improve documentation accessibility.","Enterprises requiring single sign-on (SSO) and organizational audit logs for compliance."]
After: ["Growing SaaS teams needing integrated AI-powered knowledge assistants without per-seat charges."]
exportFormatsBefore: ["Supports exporting deflection data in CSV format."]
After: ["Supports exporting deflection data as CSV files."]
featuresBefore: ["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.","Indexes and syncs internal knowledge from Notion, Confluence, Jira, Zendesk Help Center, and OpenAPI specifications.","Provides an AI-powered widget, Slack and Discord bots, MCP server, and API for answering questions with citations across multiple channels.","Tracks user questions, knowledge gaps, deflection metrics, traffic sources, and repeated questions in one analytics dashboard."]
After: ["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.","Provides a widget, Slack bot, Discord bot, MCP server, and API to deliver cited AI answers across multiple channels.","Tracks support deflection, traffic, repeated questions, and knowledge gaps with analytics and reporting dashboards."]
plansBefore: [{"name":"Try Knoku on your docs","note":"Automatically extracted from the linked pricing source. Team allowances are unconfirmed; flat and free estimates are limited to one person. Confirm usage, taxes and terms with the provider.","annual":0,"monthly":0,"perSeat":false,"currency":"USD","features":[],"extraUnit":null,"unitLabel":"","maximumSeats":null,"minimumSeats":1,"includedUnits":null,"startingPrice":false,"seatsConfirmed":false},{"name":"Enterprise","note":"Contact the provider for a quote.","annual":null,"monthly":null,"perSeat":false,"currency":"USD","features":[],"extraUnit":null,"unitLabel":"","maximumSeats":null,"minimumSeats":1,"includedUnits":null,"startingPrice":false,"seatsConfirmed":false}]
After: [{"name":"Try Knoku on your docs","note":"Automatically extracted from the linked pricing source. Seat allowances, usage limits, taxes and terms are not confirmed — check them with the provider.","annual":0,"monthly":0,"perSeat":false,"currency":"USD","features":[],"extraUnit":null,"unitLabel":"","maximumSeats":null,"minimumSeats":1,"includedUnits":null,"startingPrice":false,"seatsConfirmed":false},{"name":"Enterprise","note":"Contact the provider for a quote.","annual":null,"monthly":null,"perSeat":false,"currency":"USD","features":[],"extraUnit":null,"unitLabel":"","maximumSeats":null,"minimumSeats":1,"includedUnits":null,"startingPrice":false,"seatsConfirmed":false}]
summaryBefore: "Helps SaaS teams provide AI-powered customer support by answering user questions from product documentation and internal knowledge bases. 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."
After: "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."
useCasesBefore: ["Helps SaaS teams provide AI-powered customer support by answering user questions from product documentation and internal knowledge bases.","Enables teams to identify and fill knowledge gaps by analyzing repeated questions and missing documentation."]
After: ["Customer support teams can reduce ticket volume by deflecting common questions with AI-powered cited answers.","Product and documentation teams can identify knowledge gaps and repeated questions to improve documentation."]
walkthroughBefore: ["Connect knowledge sources such as public docs sites, GitHub repos, workspace tools, OpenAPI specs, and files into one synced product knowledge index.","Search runs at the section level to provide exact steps or parameters from multiple documents with citations."]
After: ["Connect knowledge sources such as public docs sites, GitHub repos, workspace tools, OpenAPI specs, and files into one synced product knowledge index.","Knoku organizes connected content around product knowledge, grouping related information from different sources and marking sources as public or internal for access control.","Sources stay connected and automatically re-sync or re-crawl on a schedule, processing only changed content to keep the index fresh without manual rebuilds."]
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