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Guides, comparisons, and notes on AI search visibility, source evidence, and LLM API workflows.

How to See What AI Actually Searches

A practical guide to capturing provider search queries, citations, and source evidence from AI answers.

How to run one query across providers and store the results for audits, dashboards, and client reports.

Why headings, FAQ schema, HTTP status codes, and extracted page text are useful when auditing AI answers.