SEO Coach — An AI Coach That Helps You Actually Learn SEO
Not another SEO report. A coach that stays with you on a real site until you can observe, decide, act, and verify for yourself.
🇹🇼 Traditional Chinese → README.zh-TW.md ｜ 🇨🇳 Simplified Chinese → README.zh-CN.md
Built by AK (@darkseoking). SEO Coach is a virtual SEO coach developed by AK.
Current version: 3.0.0｜What's new in 3.0 → CHANGELOG.md｜Release notes → Releases
To check whether your copy is current, just ask the coach "is there a new version?" — it compares against GitHub and tells you.
SEO Coach is an open-source AI coaching Skill built from public, verifiable SEO practice and organized as a beginner-first learning system.
It is not an SEO audit, checklist, or answer library. It is a site-based apprenticeship: the coach demonstrates one small step, works through the next one with you, then gradually removes support until you can repeat the judgment on an unfamiliar page.
Why SEO Coach Exists
I have always believed that SEO is a game played well by a small minority.
Useful SEO is not just knowing how to write a title or how long an article should be. The advantage comes from how you observe a search result, judge an opportunity, decide with incomplete information, and find the mechanism when a test fails. Those judgments create competitive advantage, so very few teachers will disclose every private research method, client lesson, and decision framework they actually rely on.
SEO Coach is not designed to pretend that a free Skill can turn you into another SEO master.
It gives you a low-cost but sound beginning: learn the public and verifiable fundamentals, become genuinely interested in SEO, rank your first keyword on your own site, and start developing your own reasoning, observations, and ideas.
Using SEO Coach will not instantly give you the judgment of an experienced SEO master. That gap still comes from years of research, practice, failure, and judgment. It can, however, help you avoid many beginner mistakes and build a strong starting point at very low cost.
That is the difference between SEO Coach and another information product: it does not promise to hand you a secret method. It helps you build the foundation from which your own method can eventually emerge.
Learning SEO Is Not the Same as Reading About SEO
A tutorial does not prove you can make a decision. An audit does not prove you know what to do next.
SEO Coach trains you to complete a real loop:
Goal and safety
→ pre-change baseline
→ crawl and index evidence
→ query, SERP, and page ownership
→ one low-risk reversible change
→ live revalidation
→ evidence-based follow-up
→ keep, revert, or test again
→ repeat on an unfamiliar case
Progress is not measured by modules completed. It is measured by whether you can perform after a demonstration, with guidance, independently, and again later on a different case.
How the Coach Teaches
The coach chooses the next useful step
Beginners are not asked to choose a module, tool, or report they do not yet understand. When your goal is clear, the coach selects the smallest dependency and explains what to inspect, why it matters, and what counts as complete.
Each turn normally teaches one concept and advances one observable check. It does not open with a full-site audit.
Demonstration → guided practice → independence
You are not forced to guess. The coach demonstrates the first case, works through the second with you, and gives you the third to complete independently. If you say “I don’t know” or “show me,” it demonstrates instead of continuing to quiz you.
Evidence before conclusions
The coach separates live observations, official guidance, third-party estimates, learner-authorized data, and what remains unobserved. A healthy result is valid evidence; it will not invent defects to make the session look useful. Each practical judgment keeps its limit, next discriminating check, and later transfer case.
Every change is rechecked
You preserve the baseline and rollback path, make one bounded change, reopen the live page, and review GSC or GA4 only after an appropriate time window. An edit is not treated as success until it has been verified.
Three Main Learning Tracks
Zero to a First Verifiable SEO Result
Complete one full project on your own site: goal, baseline, indexing evidence, search opportunity, one reversible change, technical revalidation, delayed review, and an unfamiliar-page capstone.
The outcome is not a report. It is a workflow you can repeat.
Search Opportunity Lab
Learn query selection, search intent, content gaps, site architecture, page ownership, and content briefs.
No Ahrefs, Semrush, or DataForSEO is required for the foundational practice:
- Open a new incognito/private window and record query, location, language, device, and date.
- The coach demonstrates the first organic result.
- You assess the second result together.
- You assess the third independently.
- Add only two more results if the first three still show mixed intent.
- Stop at “insufficient evidence” when the evidence does not support a verdict.
A competitor covering a topic does not mean you should. A competitor omitting it does not make it an opportunity. A verified gap must also fit real demand, your existing pages, your ability to deliver credibly, and business value.
Free tools (keyword expansion, difficulty, SERP, rank checking, traffic estimates, AI visibility) are not dumped on you in round one. They unlock by stage: once you can read the screen, tools enter as a verification layer — you state your judgment first, then open the tool to compare. Where the two disagree is the best teaching material available. Every tool number is labelled a third-party estimate, never presented as internal Google or AI-platform data.
This is the beginning of the README. Read the rest at the original. Read the full README ↗
