Kapa.ai review

Kapa.ai is built for the questions SaaS and developer tool users ask most: how to install, configure and fix the product. It indexes public docs, websites, GitHub, YouTube and forums, plus private sources such as Confluence, Notion, Zendesk, Salesforce and Drive on paid plans, and answers with citations while flagging questions it cannot answer. Pre-built agents cover a docs widget, an in-product assistant, a support form that suggests answers before submission, and bots for Slack, Discord and Zendesk. Teams building their own in-app agent can use the retrieval API or the hosted MCP server instead. The 14-day trial needs no card and includes 5,000 pages crawled and 1,000 answers, which is enough to test on real docs. The drawback for buyers is cost visibility: Growth is usage-based with a platform fee and committed answers, and the page asks you to request pricing. Customer stories on the site include monday.com, n8n and ClickHouse.

Who it is for

Developer tool, API and hardware companies that need accurate, cited answers from large technical documentation.

Price

See vendor pricing (USD check pending).

US price check pending. See the vendor pricing page.

Key features

• Indexes docs, websites, GitHub, YouTube, forums, PDFs and tickets
• Pre-built agents for docs, in-product, support form, Slack, Discord and Zendesk
• Support form deflector that suggests answers before a ticket is filed
• Retrieval API and hosted MCP server for your own in-product agent
• Knowledge gap reports that show where documentation is missing

Strengths and weaknesses

• Strength: Every answer cites its sources and flags what it cannot answer
• Strength: 14-day trial with 5,000 pages crawled and 1,000 answers, no card
• Strength: Unlimited dashboard seats on every plan
• Weakness: Growth pricing is not published and needs a quote
• Weakness: Private sources such as Confluence, Notion and Zendesk start on Growth
• Weakness: SSO, SCIM and EU hosting are limited to Enterprise

Key facts

• Trial: 14 days, 1 index, 5,000 pages crawled, 1,000 answers
• Plans: Free trial, Growth (usage-based), Enterprise (custom)
• Security: SOC 2 Type II and GDPR on all plans
• Hosting: US or EU hosting on Enterprise

Where it ranks

Kapa.ai is No. 2 in our Best Chatbots for SaaS verdict.