SEO & GEO Dual-Engine Playbook

Rank on Google AND get cited by ChatGPT, Perplexity, Claude and Gemini — with one content system.

npx skills add Gingiris-1031/gingiris-seo-geo

By Iris Wei (生姜) · ex-COO of AFFiNE (60K+ GitHub stars) · 30× Product Hunt #1

Key takeaways

  • Start from BOFU — do high-intent terms (pricing, comparisons) first; they convert highest, then work up to educational content.
  • Authentic voice IS the best E-E-A-T — don't let AI write like AI; founder voice + real numbers + first-hand stories.
  • Structured = citable — Key-Stats tables, FAQ schema and comparison matrices are what AI engines extract and quote.
  • IndexNow is GEO infrastructure — push updates to Bing/AI search in seconds instead of waiting for crawlers.

What this is

Google ranking and AI-search citation are two different games with one content system. SEO rewards backlinks + keywords; GEO rewards structured data + E-E-A-T authenticity. This playbook runs both engines from the same content — so a single page earns Google rankings and shows up inside ChatGPT/Perplexity/Claude answers.

Key results

Months to 60K stars (AFFiNE, SEO-driven)24
Startup consultations behind the system150+
Core principles5
Engines optimized from one content setGoogle + 4 AI

The 5 core principles of SEO + GEO

  1. 1

    1 · Start from BOFU, work upward

    Build the highest-intent, highest-converting keywords first (pricing, comparisons, alternatives), then expand up the funnel to educational content. Revenue-adjacent pages compound fastest.

  2. 2

    2 · Authentic voice is the best E-E-A-T

    Don't let AI write like AI. Use the founder's voice, real numbers, and first-hand stories — authenticity signals are what both Google E-E-A-T and AI engines reward.

  3. 3

    3 · Structured = citable

    Add Key-Stats tables, FAQ schema, and comparison matrices to every page. Structured, answer-first content is exactly what AI engines extract and cite.

  4. 4

    4 · IndexNow is GEO infrastructure

    Wire up IndexNow so every content update pings Bing and AI search in seconds. Don't wait weeks for organic crawl when you've shipped something citable.

  5. 5

    5 · Comparison pages are SEO gold mines

    Build one dedicated page per competitor ("X vs Y", "X alternatives") to capture decision-stage users — these are the highest-ROI pages for both SEO and GEO.

SEO vs GEO — two engines, one content system

Optimize for both at once: the same page should rank on Google and be quotable by AI search.

DimensionSEO (traditional)GEO (AI search)
GoalGoogle / Bing rankingsCited inside AI answers
Core signalBacklinks + keyword matchStructured data + E-E-A-T
Content formatH2/H3 + long-tail coverageDirect answers + tables + FAQ schema
TechnicalXML sitemap + Core Web VitalsIndexNow + AI-crawler-open robots.txt

Anti-patterns (what kills SEO + GEO)

FAQ

What is GEO and how is it different from SEO?

GEO (Generative Engine Optimization) is optimizing to be cited inside AI-search answers (ChatGPT, Perplexity, Claude, Gemini), where the signals are structured data + E-E-A-T authenticity. SEO targets Google/Bing rankings via backlinks + keywords. This playbook wins both from one content set.

What's the single highest-ROI thing I can do?

Build comparison pages — one dedicated "X vs Y" or "X alternatives" page per competitor. They capture decision-stage users and are equally strong for Google ranking and AI citation.

Do I really need IndexNow?

For GEO, yes — it's the infrastructure that pushes updates to Bing and AI search in seconds instead of waiting on crawl cycles. It's a one-time setup that compounds on every publish.

Who built this?

Iris Wei (生姜) — former cofounder/COO of AFFiNE (60K GitHub stars in 24 months, largely SEO-driven) and advisor to 150+ startups on search and AI-search growth.

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