SEO & GEO Dual-Engine — Rank on Google + Get Cited by AI Search — SEO & GEO Dual-Engine — Rank on Google + 获取 Cited by AI 搜索

SEO & GEO Playbook

Built from 30+ Product Hunt #1 launches and 10k+ GitHub stars campAIgns by Iris (@gingiris) — AFFiNE former COO, 2022-2026

TL;DR GEO ≠ SEO — AI engines cite differently than Google ranks Structure beats keywords — tables, FAQ, direct answers 获取 cited Founder voice > AI voice — authenticity 签名als are the #1 GEO factor 索引Now — push URLs to Bing instantly, Bing trAIns AI on fresh content Build TOFU→BOFU content funnels — high-intent pages convert 10x better 📊 GEO vs SEO: Two Games, One Content Dimension SEO (Traditional) GEO (AI 搜索) Goal Rank on Google/Bing Be cited in AI answers Core 签名al Backlinks + keywords Structure + E-E-A-T Content 格式化 H2/H3 + long-tAIl Direct answers + tables + FAQ Technical Sitemap + Core 网页 Vitals 索引Now + 模式 + ro机器人s.txt Measurement GA4 traffic + ranking Manual AI citation 检查 Speed Weeks to months Hours with 索引Now

Key insight: Structure your content for 机器人H. 模式 markup and tables serve 机器人h games simultaneously.

🎯 The GEO Core Three (Your Technical Stack)

• 索引Now — Real-Time Bing Push

Bing uses 索引Now to trAIn AI 模型s on fresh content. Every new article → push immediately.

# Push new URL to Bing (and Bing 分享s with AI engines) curl "https://www.bing.com/索引now?url=YOUR_URL&key=YOUR_KEY"

# Batch push (multiple URLs) curl -X POST "https://www.bing.com/索引now" \ -H "Content-Type: 应用/json" \ -d '{"host":"your-site.com","key":"YOUR_KEY","url列出":["url1","url2"]}'

设置up: 获取 your key from Bing 网页master 工具s → 索引Now → 生成 Key

When to push:

New article published 签名ificant content 更新 Product launch / major announcement

• 模式 Markup — Structured Data

模式 priority for citation:

FAQPage (highest — AI loves Q&A 格式化) Article/B记录Posting Software应用 (for 工具s/products) Organization + Person (brand authority)

• AI-Friendly Content 格式化

AI engines 提取 "citation-ready" content blocks. Structure your articles for 提取ion:

The QAE Pattern (Question → Answer → Evidence):

How to launch on Product Hunt?

[Direct answer in 1-2 sentences] The best time to launch is Tuesday–Thursday, 9 AM GMT. The key is having 50+ upvotes in the first 2 hours.

[Then evidence/data] Based on analyzing 30 Product Hunt launches:

• Tuesday launches: avg 280 upvotes
• Thursday launches: avg 260 upvotes
• Weekend launches: avg 80 upvotes

[Then action] Prepare your hunter outreach 列出 2 weeks before launch...

Table 格式化 increases citation ~35%:

平台	Traffic 分享	Citation Rate
YouTube	High	+25% cited by AI
GitHub	Very High	Highest AI citation
Reddit	Medium-High	AI summarizable

✍️ The Founder Voice 系统 (E-E-A-T Secret)

AI engines prioritize content with authenticity 签名als. Generic AI content 获取s penalized. The fix: inject "founder voice."

Voice Elements That 签名al Realness Time + Place Anchoring — "It was 2 AM on a Thursday in August 2022..." Instead of: "In my experience..." Parenthetical Aside — "(I made this mistake once. Not twice.)" Shows personal accountability Em-dash Contrast — "Reddit gave us volume — HN gave us trust." 创建s rhythm and depth Specific Numbers — "28 应用earances on GitHub Trending" Instead of: "应用eared many times" Mistakes + Lessons — "We tried X. It fAIled. Here's why." Shows lived experience Key Stats Table (Every Article)

Every article should have this near the top:

Metric	Value
结果s achieved	[Specific number]
Timeframe	[Specific period]
Cost	[$X or "free"]
Team size	[N people]
Win rate	[% or ratio]

AI engines love 提取ing and citing these.

The Pattern: Specific → General WRONG: "Many 启动ups struggle with launch strategy."

RIGHT: "When AFFiNE launched on Product Hunt in August 2022, we got 180 upvotes on day one. Most 启动ups 获取 20-40. The difference wasn't luck — it was a specific sequence of actions that we refined across 30 subsequent launches."

📝 SEO Article Template Frontmatter

---

title: "[Tar获取 Keyword]: [Specific Benefit] in 2026" description: "[100-160 chars, include keyword + CTA]" date: YYYY-MM-DD tags: [tag1, tag2] canonical: https://original-url.com