Growth Marketing
Whitepaper

Brands that AI does not choose
cannot reach their customers

This GEO (Generative Engine Optimization) whitepaper maps out the technical, content and off-page strategies brands need to become trusted sources in answers from ChatGPT, Perplexity and Google AI Overviews — across 14 practical chapters.

58.5%
of Google searches end without a click
SparkToro/Datos, 2024
+41%
improvement in AI visibility with GEO
Aggarwal et al., ACM KDD 2024
14 chapters
6 parts · 5W1H framework
About 60 pages
85+
global research and academic sources
28 SCI-indexed papers

What this whitepaper covers

In 2026, 58.5% of Google searches end without a visit to any website (SparkToro/Datos, 2024). AI selects only a handful of brands from hundreds of possible sources. Brands that do not make that cut disappear from the customer's consideration set. If the goal used to be being found in search results, it now has to be becoming a source AI trusts enough to cite.

This whitepaper explains why GEO matters now (Part I), how AI citation works (Part II), and how to put technical, content and off-page strategy into practice (Part III). It then covers the people, roadmap, budget and ROI required to make it work (Parts IV–VI). Drawing on 28 SCI-indexed academic papers and more than 85 global research sources, it offers an execution framework for an AI search landscape shaped by Google AI Overviews, ChatGPT and Perplexity.

Full table of contents — read online

Every chapter will also be available as web content. Download the PDF below.

Part IWHY — Why SEO alone is no longer enough
  • Ch.1The era of zero-click search (Coming soon)
  • Ch.2The AI dark funnel — the invisible buyer journey (Coming soon)
Part IIWHAT — The GEO framework
  • Ch.3SEO, AEO, GEO and AIEO: what sets them apart (Coming soon)
  • Ch.4How AI constructs an answer (Coming soon)
  • Ch.5Entity Authority — the new standard for brand trust (Coming soon)
Part IIIHOW — A three-pillar execution strategy
  • Ch.6Technical GEO — llms.txt, schema and AI crawlers (Coming soon)
  • Ch.7Content GEO — designing content AI will cite (Coming soon)
  • Ch.8Off-page GEO — building authority beyond your site (Coming soon)
Part IVWHO & WHEN — Team and roadmap
  • Ch.9GEO team design — a four-team model and RACI (Coming soon)
  • Ch.10A 90-day roadmap for GEO adoption (Coming soon)
Part VWHERE — Platform-specific strategy
  • Ch.11Multi-platform GEO — a three-layer search landscape (Coming soon)
Part VIHOW MUCH — Budget and ROI
  • Ch.12Planning your GEO budget (Coming soon)
  • Ch.13Measuring GEO ROI — five essential KPIs (Coming soon)
  • Ch.14GEO in practice and what comes next (Coming soon)

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