Free Guide — 22,000 Words + Companion Repo
Build Your Own SEO Infrastructure for $5‑15/Month
A complete SEO operating system — keyword research, competitive analysis, content production, rank tracking, backlinks, and AI search optimization — for a fraction of what Ahrefs costs. Your AI agent runs everything. You make the strategic calls.
Get the full playbook
The complete guide + companion GitHub repo with all 14 scripts. Delivered to your inbox.
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What's in the playbook
22,000 words of operational detail. Not theory. Not “write good content.” Every chapter walks through the script, the output, and the decision you make with it.
14 ready-to-run scripts
Keyword research, competitive analysis, content production, rank tracking, backlink prospecting, and AI search optimization. Your agent handles execution. No dashboards, no logins, no subscriptions.
A monthly operating cadence
8-12 hours/month of SEO work, agent-directed. Weekly activities, time estimates, and a rhythm designed for operators managing SEO alongside ten other responsibilities.
4 real case studies
Programmatic SEO generating 1,000+ indexable pages. Link reclamation with 30-50% conversion rates. Brand mention tracking as an AEO proxy metric. Production systems, not theory.
Companion GitHub repo
Every script configured and ready to run. Clone, add your API key, edit one YAML file, and start. Not a tutorial — production infrastructure.
What's Inside
9 chapters + 3 appendices of operational detail
System Overview
The 14-script toolkit, maturity model, and how everything connects
Keyword Research
A keyword discovery pipeline using Google Autocomplete — no Ahrefs needed
Clustering
Machine-learning keyword grouping that turns 200 keywords into a content strategy
SERP Analysis
Competitive content briefs generated from the top 10 results
Content Production
7-step production workflow with automated headline scoring and quality gates
Programmatic SEO
Architecture patterns for generating hundreds of pages from structured data
Backlinks
Link reclamation and brand monitoring in 3-5 hours/month
AEO & GEO
Brand mention tracking and structured data for AI search visibility
Operating Cadence
A monthly rhythm that keeps the whole system running in 8-12 hours
Plus three appendices: tool setup guide, config template, and a script reference card.
Get the full guide + companion repo
Enter your email to download The AI-Powered SEO Playbook and get access to the companion GitHub repository with all 14 scripts.
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Built from production, not theory
This playbook comes from running these exact scripts across real sites for months. Every recommendation survived contact with production data.
86+
Articles published using these workflows
1,000+
Pages generated via programmatic SEO
$5-15
Monthly cost to run the full system
Frequently Asked Questions
Do I need to know Python?
No. Your AI coding agent (Claude Code, Cursor, Copilot) handles execution. You describe what you need in plain English, your agent runs the scripts, and you make decisions with the output.
What APIs do I need?
Seven of 14 scripts use the Serper API ($0.004/query, 2,500 free credits). The rest are completely free. One script optionally uses Google Search Console.
How is this different from Ahrefs or SEMrush?
Those tools have historical databases and site crawlers. These scripts replace the 80% most operators actually use: keyword research, rank tracking, content briefs, brand mentions. Fraction of the cost.
How long does setup take?
About 30 minutes. Add your API key, edit one config file, and start. Appendix A walks through every step.
What if I already have an SEO tool?
The scripts complement existing tools. Use them alongside your current setup to automate the repetitive parts, or use them as a complete replacement if you want to cut costs.
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