Build a Help Center AI Search Can Cite
A precise, research-backed guide to structuring help center and knowledge base content so ChatGPT, Perplexity, Google AI Overviews, and Claude can find, parse, and accurately cite it.

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A precise, research-backed guide to structuring help center and knowledge base content so ChatGPT, Perplexity, Google AI Overviews, and Claude can find, parse, and accurately cite it.

Not every factual claim survives being lifted into an AI answer. Here's what research shows about how statistics, quotes, definitions, and comparisons get extracted — and cited.

Most B2B teams treat case studies as one-off scrambles before a launch. Here's the selection criteria, repeatable process, and distribution model that turns them into a standing program — plus where it still depends on people, not tooling.
