
GEO vs AEO vs AIO: What Actually Differs
GEO vs AEO vs AIO: which acronym has a real definition, where the three genuinely diverge, and how to settle it inside your own Search Console data.
SparkCliks·AI Search
Everything tagged AI Overviews.

GEO vs AEO vs AIO: which acronym has a real definition, where the three genuinely diverge, and how to settle it inside your own Search Console data.

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.









