
Brand Mentions vs Backlinks: What AI Studies Show
Brand mentions vs backlinks in AI search: what the Ahrefs and Seer citation studies measured, the ratio error in the coverage, and what follows.
SparkCliks·AI Search
Everything tagged AI Overviews.

Brand mentions vs backlinks in AI search: what the Ahrefs and Seer citation studies measured, the ratio error in the coverage, and what follows.

AI answer engine retrieval works on chunks, not whole pages. See how chunking, embedding and reranking decide which passage of yours gets quoted.

How AI assistants pick sources differs by engine. Compare the retrieval, selection and citation pipelines behind ChatGPT, Claude, Perplexity and Gemini.









