A GEO Measurement Paper Links AI Visibility to Business Impact, but Tests Simulated Answers
A new GMMM preprint connects generated-answer inclusion, question volume, system use and notice probability, but its empirical demonstration is simulated.
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Latest articles tagged “Generative Engine Optimization”
Open an article for the complete method, evidence, limitations, and a focused reader discussion.
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Two GEO defense papers test different failures in AI answers
Two September 2026 papers study GEO defenses. Compare factual distortion with source-selection manipulation, and download our evidence-review worksheet.
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What 45 GEO Studies Actually Prove—and What They Do Not
A critical 2026 survey separates retrieval, citation, absorption and downstream behavior—and finds the evidence narrower than most GEO claims.
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Citation Wars: Can GEO Optimization Make Content Worse?
A 2026 simulation shows how citation-seeking rewrites can degrade quality—and how to test AEO changes without sacrificing evidence or reader value.
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Claude inference_geo: Separate Inference Location from Data at Rest
Claude inference_geo can control eligible inference processing, but it does not replace workspace data-residency settings. Verify both layers and provider-specific limits.
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How to Evaluate an SEO or GEO Tool Without Accepting Its Score as Google Data
Evaluate SEO and GEO scores by their inputs, collection method, freshness, weighting, coverage, validation, and the decision they actually change.
