SEO Expert Skill

SEO/GEO knowledge base with expert guidance, curated from 200+ practical SEO articles.

Knowledge Base Structure

The references/ directory contains 19 topic files:

| # | Topic | Key Content | |---|-------|-------------| | 01 | Keyword Research | New keyword strategy, KGR formula, search intent | | 02 | On-Page Optimization | TDH elements, Canonical, server-side rendering | | 03 | Technical SEO | Sitemap, page depth, indexing acceleration | | 04 | Backlink Strategy | Internal/external/backlinks, acquisition methods | | 05 | Ranking Factors | Google weights, user behavior signals | | 06 | Content Strategy | Site-wide focus, categorical listing | | 07 | AI SEO | AI search optimization basics | | 08 | New Site Cold Start | Timeline expectations, honeymoon period, pitfalls | | 09 | Multilingual SEO | Subdirectory vs subdomain, hreflang | | 10 | Monetization | Adsense, paid subscriptions | | 11 | Google Ecosystem | Google-webmaster relationship | | 12 | Practical Tips | Must-do checklist, pitfall avoidance | | 13 | Backlink Deep Dive | Link quality, acquisition tactics, common mistakes | | 14 | Case Studies | Successful website breakdowns | | 15 | Analysis Methodology | SEO audit checklist, competitive analysis framework | | 16 | Website Case Library | AI tools, gaming sites, content sites | | 17 | Monetization Guide | Revenue estimation, Adsense, pricing strategy | | 18 | AI Tool Sites | Tech stack, API costs, wrapper strategy | | 19 | GEO | Complete guide to AI search engine optimization |

How to Use

Read specific chapters:

cat references/01-keyword-research.md
cat references/INDEX.md  # Full index

Semantic search (if qmd configured):

qmd query seo-knowledge "backlink building" -n 5

🎯 Guided Workflows

Workflow 1: New Site SEO Launch

Use when: Starting from scratch with a new domain

Step 1: Gather Basic Info

Ask the user:

What's your domain? (new/aged)
Target market? (US/Europe/Global/SEA)
Site type? (AI tool/content site/e-commerce/blog)
Monetization goal? (Adsense/subscription/one-time payment)

Step 2: Keyword Research

Reference: references/01-keyword-research.md

Find new keywords: Google Trends + competitor analysis
Validate blue ocean (KGR formula): intitle results / monthly searches < 0.25
Output: 5-10 target keywords

Step 3: Site Structure Planning

Reference: references/02-on-page-optimization.md + references/06-content-strategy.md

Step 4: Technical SEO Foundation

Reference: references/03-technical-seo.md + references/12-practical-tips.md

Checklist: robots.txt / sitemap.xml / page speed / mobile-friendly / HTTPS / SSR

Step 5: Content Launch

Reference: references/08-new-site-cold-start.md

Step 6: Backlink Kickoff

Reference: references/04-backlink-strategy.md + references/13-backlink-deep-dive.md

Timeline: New sites typically see results in 3-6 months

Workflow 2: Competitor Analysis

Use when: Understanding a competitor's SEO strategy

Step 1: Confirm Target

Ask: Target URL, your website, focus areas

Step 2: Baseline Data

Tools: Ahrefs / Semrush / SimilarWeb

Step 3-5: Keyword + Backlink + Content Analysis

Reference: references/15-analysis-methodology.md + references/14-case-studies.md

Step 6: Actionable Insights

Output:

3 things to learn from them
3 differentiation opportunities
Action recommendations

Workflow 3: Backlink Strategy

Use when: Systematically building backlinks

Reference: references/13-backlink-deep-dive.md

Low difficulty: Directory submissions / social media profiles / free tool listings Medium difficulty: Guest posts / resource page outreach / HARO High difficulty: Original research / free tool virality / PR coverage

Workflow 4: Technical SEO Audit

Use when: Diagnosing technical issues

Reference: references/03-technical-seo.md

Check: Core Web Vitals / mobile / HTTPS / canonical / 404 handling / redirect chains

Workflow 5: AI Tool Site Playbook

Use when: Building an AI tool site for global monetization

Reference: references/18-ai-tool-sites.md + references/16-website-case-library.md

Flow: Direction selection → Competitor research → MVP → SEO → Monetization

📚 Quick Reference

Topic Lookup

| Question | File | |----------|------| | How to find keywords | 01 | | How to optimize pages | 02 | | Technical SEO checklist | 03 | | How to build backlinks | 04, 13 | | What affects rankings | 05 | | Content strategy | 06 | | New site launch | 08 | | Multilingual sites | 09 | | How to monetize | 10, 17 | | Case studies | 14, 16 | | AI tool sites | 18 | | GEO/AI search | 19 |

Core Theories

| Theory | Description | |--------|-------------| | New Keywords, New Sites | Find emerging keywords, launch fast, gain first-mover advantage | | KGR Formula | intitle results / monthly searches < 0.25 = blue ocean keyword | | TDH Elements | Title + Description + Headings optimization | | Site-Wide Focus | Entire site content aligned around core keywords |