
Kapa trained an AI assistant on our entire documentation set (hundreds of pages) and lets users ask questions in plain language instead of hunting through docs. Answers come back with citations to the exact source pages, so people land on the right information fast. What's stood out beyond the core search: we plugged Kapa into our CLI via an MCP server, so developers can query our docs without ever leaving their dev environment, and we've built scoped chat experiences on individual doc pages. Sources refresh within minutes, so answers stay current with our releases.
The analytics have been genuinely useful too - we do a weekly review of the questions Kapa couldn't answer well to pinpoint exactly where our documentation has gaps. Setup was quick and the team has been responsive throughout. Review collected by and hosted on G2.com.
Nothing major. The analytics pages can get slow when you're reviewing a lot of sources at once. It's only minor, and the team has been quick to act on feedback - keen to see how the product keeps developing. Review collected by and hosted on G2.com.