SEO Expert Knowledge Base

SEO & GEO expert assistant with 200+ curated articles covering keyword research, on-page optimization, backlink building, technical SEO, new site cold start, AI tool site monetization, and GEO (Generative Engine Optimization for AI search). Includes 5 guided workflows: new site SEO launch, competitor analysis, backlink strategy, technical SEO audit, and AI tool site go-global playbook. Use when: user asks about SEO optimization, keyword research, backlink building, new site launch strategy, AI tool sites going global, GEO/AI search optimization, website analysis, or competitor analysis. Triggers: "help me with SEO", "analyze this website", "backlink strategy", "new site SEO", "AI tool monetization", "GEO optimization", "keyword research", "competitor analysis", "technical SEO audit", "how to rank on Google", "increase organic traffic"

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:

bash

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

Semantic search (if qmd configured):

bash

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

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🎯 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

1. Find new keywords: Google Trends + competitor analysis
2. Validate blue ocean (KGR formula): intitle results / monthly searches < 0.25
3. 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

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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

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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

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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

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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

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📚 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