First 236-page Overseas GEO whitepaper open-sourced, built on 10M+ AI answers
vista8 · x · 2026-11-06
Yao Jingang, Qiao Xiangyang and team released the first open-source 236-page Overseas GEO whitepaper for brands optimizing for AI search, with HTML/PDF access.
Highlights:
- Based on 10.046M AI answers (Jun–Sep 2026) from ChatGPT, Google AI Mode/Overviews, Gemini and Copilot; brand websites account for 38%–58% of cited links, with clear per-platform preferences for official sites, media, communities, video and e-commerce.
- Actionable playbook around five pillars — crawlable, understandable, trustworthy, citable, recommendable — covering site tech, content structure, brand entities and off-site reputation, plus B2B/SaaS/e-commerce/local scenarios and a 90-day roadmap.
- Measurement guidance: distinguishing brand mentions vs. citations vs. recommendations vs. conversions, fixed question banks, repeated sampling, control and attribution.
- 50 core concepts, 50 FAQs, case studies (Vercel, Webflow, Tally, Ahrefs), and risk discussions on content licensing, crawler policies, fake reviews and platform dependence.
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