How Citation Evaluation Works in Search-Augmented LLMs
A technical guide to accessibility, relevance, attribution, and claim support in AI answer citations.
Aug 12, 20267 min read5
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Articles tagged with #search
Answer Engine Source Records Need More Than URLs
A technical guide to the metadata answer engines need before they can retrieve, attribute, and cite a source reliably.
Aug 10, 20266 min read3
Why AI Search Engines Cite Earned Media Over Brand-Owned Content
The structural mechanics behind source selection in ChatGPT, Gemini, Claude, and Perplexity — and what it means for content architecture.
Jun 30, 20267 min read
53% Citation Divergence: ChatGPT, Perplexity, Gemini & Claude
New data from 30 daily-monitored queries shows AI engines have fundamentally different citation behaviors.
Mar 31, 20266 min read16