What is GEO? A complete 2026 guide.
Generative Engine Optimization, defined. Why it matters when 40% of buyer research now starts with an AI prompt — and the four engines that make up the market today.
Read the articleThe 15 readiness signals every brand needs.
Robots.txt classification, llms.txt, JSON-LD schema, quotability, freshness, E-E-A-T, entity readiness — the full checklist BeCited grades every audit on, with weights and reasoning.
Read the articleThe 3 pillars: retrievability, citability, recognizability.
Independent research has converged on three load-bearing axes for AI visibility. Here’s how each one maps to a measurable scoring dimension — and which one your brand is probably failing first.
Read the articleThe fall of blue links and the rise of GEO.
Zero-click search hit 60%. Gartner forecasts a 25% drop in classical search volume by 2026. The framing for why the discipline shifted from ranks to citations — and what replaced it.
Read the articleWhat the 2024 Google API leak actually told us.
14,014 attributes across 2,596 modules. siteAuthority is real. NavBoost tracks click quality. Topical cohesion matters. The signals confirmed by the leak — and what to change because of them.
Read the articleRelevance Engineering: the discipline replacing classical SEO.
Mike King’s framing: the unit of work moves from the page to the passage. Vector retrieval, BM25 fusion, and the role definition that 95% of SEO software still cannot serve.
Read the articleHow AI Mode actually works: fan-out, dense retrieval, pairwise ranking.
Six Google patents read together describe one architecture: one query becomes nine, passages get embedded as vectors, and a language model picks winners pairwise. Plus the four content pillars that survive it.
Read the articleTechnical foundations: the five pillars that decide retrievability.
Site information architecture, entity mapping with JSON-LD @graph, crawlability, rendering strategy, performance. The technical bar a site has to clear before content can compete.
GEO measurement frameworks: the metrics that actually matter.
iPullRank named the Measurement Chasm. The eight primitives that fill it: engine visibility, recommendation rate, position-weighted strength, source tier, root cause, and trend velocity — with 95% confidence intervals on every dimension.
Read the articleThe guide explains the method. The audit applies it.
100–300 buying-intent prompts run across ChatGPT, Gemini, Perplexity, and Claude. Every claim scored with 95% confidence intervals. Every gap traced to a root cause.