Citation
A citation converts an assertion into something checkable. That is the entire value.
Why it matters
Without a source, every answer asks for trust it has not earned, and there is no way to distinguish a correct answer from a confident invention. Citations move verification from impossible to trivial.
- Answers that must be believed or independently re-researched
- No way to tell a good answer from a fluent wrong one
- Readers unable to continue into the underlying material
What a real citation requires
It must point at the passage actually used to compose the answer. A link chosen afterwards because it looks topical is decoration, and it fails exactly when it matters — on the answer that was wrong.
It changes the reader's behaviour
A cited answer sends people into your documentation rather than away from it. That makes citations useful commercially as well as epistemically: readers land on the page they needed instead of leaving with a summary.
Use them to debug
When testing, check the citation rather than the answer. A right answer with a wrong citation means retrieval is failing and only luck produced a correct result.
Common questions
- What if the citation is wrong?
- That is a retrieval failure worth investigating, and usually means the content is structured in a way that retrieves badly — often one page covering too many topics.
- Do citations slow down answers?
- No. The passages were retrieved in order to compose the answer, so the source is already known — showing it costs nothing.
From the blog
All posts- EvaluatingAI chatbots for documentation sites: six compared on citations, gaps and price (2026)Matter Chat, DocsBot, kapa.ai, Biel.ai, Docsie and Inkeep for docs sites: section-level citations, refusal behaviour, content-gap reports, docs-generator installs and whether you can buy without a sales call. Checked on the vendors' own pages.Read
- EvaluatingThe best AI chatbot for a Webflow site, compared honestly (2026)Matter Chat, Social Intents, Ultimo Bots, Chatling, WeblyChat and Chatbase on a Webflow site: Apps marketplace or custom code, the paid-site-plan gate, CMS coverage, citations, handoff and pricing. Checked on the vendors' own pages.Read
- EvaluatingChatbase alternatives for teams that need cited answers (2026)Matter Chat, Chatbase, Intercom Fin, Tidio Lyro, DocsBot and Chatling compared on citations, refusal behaviour, handoff and what the entry price meters. Checked on the vendors' own pages, with the test to run on all six.Read
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