seo-geo-playbook（SEO GEO playbook 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 get cited
• Founder voice > AI voice — authenticity signals are the #1 GEO factor
• IndexNow — 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

Key insight: Structure your content for BOTH. Schema markup and tables serve both games simultaneously.

🎯 The GEO Core Three (Your Technical Stack)

1. IndexNow — Real-Time Bing Push

Bing uses IndexNow to train AI models on fresh content. Every new article → push immediately.

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

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

Setup: Get your key from Bing Webmaster Tools → IndexNow → Generate Key

When to push:

• New article published
• Significant content update
• Product launch / major announcement

2. Schema Markup — Structured Data

<!-- Article Schema -->
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Article",
  "headline": "Your Article Title",
  "author": {"@type": "Person", "name": "Your Name"},
  "datePublished": "2026-04-09",
  "dateModified": "2026-04-09",
  "publisher": {"@type": "Organization", "name": "Your Brand"}
}
</script>

<!-- FAQPage Schema (HIGH citation rate) -->
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "FAQPage",
  "mainEntity": [
    {
      "@type": "Question",
      "name": "What is GEO?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "GEO (Generative Engine Optimization) is the practice..."
      }
    }
  ]
}
</script>

Schema priority for citation:

1. FAQPage (highest — AI loves Q&A format)
2. Article/BlogPosting
3. SoftwareApplication (for tools/products)
4. Organization + Person (brand authority)

3. AI-Friendly Content Format

AI engines extract "citation-ready" content blocks. Structure your articles for extraction:

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 list 2 weeks before launch...

Table format increases citation ~35%:

| Platform | Traffic Share | Citation Rate |
|----------|--------------|---------------|
| YouTube | High | +25% cited by AI |
| GitHub | Very High | Highest AI citation |
| Reddit | Medium-High | AI summarizable |

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

AI engines prioritize content with authenticity signals. Generic AI content gets penalized. The fix: inject "founder voice."

Voice Elements That Signal Realness

1. Time + Place Anchoring — "It was 2 AM on a Thursday in August 2022..."

- Instead of: "In my experience..."

1. Parenthetical Aside — "(I made this mistake once. Not twice.)"

- Shows personal accountability

1. Em-dash Contrast — "Reddit gave us volume — HN gave us trust."

- Creates rhythm and depth

1. Specific Numbers — "28 appearances on GitHub Trending"

- Instead of: "appeared many times"

1. 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 |
|--------|-------|
| Results achieved | [Specific number] |
| Timeframe | [Specific period] |
| Cost | [$X or "free"] |
| Team size | [N people] |
| Win rate | [% or ratio] |

AI engines love extracting and citing these.

The Pattern: Specific → General

WRONG: "Many startups struggle with launch strategy."

RIGHT: "When AFFiNE launched on Product Hunt in August 2022, 
we got 180 upvotes on day one. Most startups get 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: "[Target Keyword]: [Specific Benefit] in 2026"
description: "[100-160 chars, include keyword + CTA]"
date: YYYY-MM-DD
tags: [tag1, tag2]
canonical: https://original-url.com
---

Article Structure

<!-- TL;DR block — AI engines love these -->
## TL;DR
- Key point 1
- Key point 2
- Key point 3

<!-- Key Stats table — place early -->
| Metric | Value |
|--------|-------|

## [H2: Question/Problem Form]

[Direct answer — 2 sentences max]
[Evidence/data/case study]
[Action step]

## [H2: Next Topic]

... (repeat pattern)

## Key Takeaways
1. 
2. 
3.

## Related Tools / Resources
- [Tool 1](link) — 1-sentence description
- [Tool 2](link) — 1-sentence description

SEO Title Formulas

🔍 Keyword Funnel Strategy

TOFU (Awareness) → MOFU (Consideration) → BOFU (Decision)

TOFU: "how to improve team collaboration"
  → Blog posts, guides, educational content
  → Low intent, high volume

MOFU: "best collaboration software 2026"  
  → Comparison articles, list posts, category pages
  → Medium intent

BOFU: "[Product] pricing / reviews / vs [competitor]"
  → Product pages, pricing, reviews
  → High intent, lowest volume, highest conversion

Priority: Build BOFU pages first.

Even with 10 monthly searches, a BOFU page converts 10x better than TOFU.

Keyword Research Framework

1. Seed keywords — your product category, use case
2. Expand with — competitor names, tool alternatives, "[product] vs"
3. Long-tail gems — KD 30-50, specific use cases, "for [audience]"
4. Filter — must have commercial or informational intent (not navigate)

🚀 Multi-Platform Distribution SOP

Step 1: Publish to Main Site

• Jekyll/GitHub Pages, Hugo, or any static site
• Include Article Schema + FAQ Schema
• Verify: https://search.google.com/test/rich-results

Step 2: IndexNow Push (immediately)

curl "https://www.bing.com/indexnow?url=NEW_URL&key=YOUR_KEY"

Step 3: Dev.to Cross-Post

curl -X POST "https://dev.to/api/articles" \
  -H "api-key: $DEVTO_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "article": {
      "title": "...",
      "body_markdown": "...",
      "canonical_url": "https://your-site.com/post-slug",
      "tags": ["tag1", "tag2"],
      "published": true
    }
  }'

Critical: Set canonical_url to your main site — this passes SEO value to your domain.

Step 4: Hashnode (optional, for tech audience)

• Same canonical_url strategy

Step 5: GitHub README Update (for tools)

• Add article link to README "Related Content" section
• This creates a backlink + signals active maintenance

✅ GEO Audit Checklist

Before publishing any page, verify:

Technical

• [ ] robots.txt allows AI crawlers:

  User-agent: GPTBot
  User-agent: ChatGPT-User
  User-agent: OAI-SearchBot
  Allow: /

• [ ] IndexNow key registered and tested
• [ ] sitemap.xml includes this page
• [ ] Canonical URL set correctly

Content

• [ ] FAQPage Schema added (5+ questions)
• [ ] Article Schema added (author, date, publisher)
• [ ] Key Stats table in first 100 words
• [ ] H2 headings are questions or benefit statements
• [ ] Each H2 section starts with 2-sentence direct answer
• [ ] Internal links to 2+ related pages
• [ ] External links to 2+ high-authority sources

Distribution

• [ ] IndexNow push executed
• [ ] Dev.to cross-posted with canonical_url
• [ ] GitHub README updated (if tool/product)

📚 Prompt Templates

Prompt: GEO Article Writer

You are a SEO + GEO content writer for [brand]. 

Write an article targeting: "[target keyword]"

Requirements:
1. Opening: Time + place anchor, then Key Stats table
2. Structure: H2 = questions, first 2 sentences = direct answers
3. Include FAQPage Schema (5+ questions)
4. Include Article Schema
5. Founder voice: parenthetical asides, specific numbers, lessons from mistakes
6. Internal links to [related pages]
7. External links to 2 high-authority sources
8. Key Takeaways section at end

Output: Full markdown article ready to publish.

Prompt: GEO Audit

Audit [URL] for GEO optimization. Check:
1. robots.txt — AI bots allowed?
2. FAQPage Schema — present + valid?
3. Article Schema — present + complete?
4. Opening 100 words — Key Stats table present?
5. H2 structure — questions, direct answers first?
6. Table count — at least 1 comparison table?
7. Internal/external links — balanced?
8. Canonical URL — set correctly?

For each issue: severity (high/medium/low) + fix recommendation.

Prompt: Keyword Research

Research keywords for [product/category]:
- Find 10 MOFU keywords (KD 30-50, monthly volume 100-500)
- Find 5 BOFU keywords (product comparisons, pricing, "[product] vs")
- For each: search volume, KD, intent type, content angle

Prioritize keywords where [product] has clear differentiation.

📊 Real Results

This methodology produced:

• 30+ Product Hunt daily #1 launches
• 10k+ GitHub stars for open source projects (0 → 33k in 18 months)
• GitHub Trending 28+ appearances
• Top 3 rankings on Google for competitive terms like "github marketing playbook"

🔗 Resources

Free Playbooks (GitHub):

• gingiris-launch: https://github.com/Gingiris/gingiris-launch
• gingiris-opensource: https://github.com/Gingiris/gingiris-opensource
• gingiris-b2b-growth: https://github.com/Gingiris/gingiris-b2b-growth

Growth Tools:

• https://gingiris.github.io/growth-tools/

Author: Iris (@gingiris) — AFFiNE former COO, open source growth consultant