AI SEO Infrastructure
Tools & systems I built.
14 custom-built SEO tools, 4 agency automation systems, and 3 proprietary frameworks. Built with n8n, Claude AI, Claude Code, Gemini API, and Ahrefs MCP. This is the infrastructure behind the results.
Agency automation systems.
Production systems powering client engagements. Infrastructure cost: under $500/month.
Keyword Research & Content Strategy Pipeline
Processes thousands of keywords from Ahrefs MCP. Claude classifies intent using SERP context (not keyword patterns), clusters into topical groups, maps to funnel stages, generates content strategy docs with URL structure and internal linking maps.
2-3 days manual
15-20 min automated + 1-2 hr review
~90%
Technical SEO Audit System
Pulls crawl data from Ahrefs Site Audit API. Claude analyzes each issue in context of the specific site — explains what matters and why. Generates prioritized action reports grouped by impact and effort.
20+ hours per audit
Under 2 hours
90%+
Automated Monthly Reporting
Pulls rankings, traffic, and backlink data from Ahrefs MCP + GSC on the 1st of each month. Claude generates written narrative reports — what improved, what declined, why, and next steps. Auto-delivered to client Notion workspace.
~4 hours/client
30 min review/client
85%+
Client Onboarding Pipeline
Notion form triggers n8n workflow. Ahrefs pulls current rankings, traffic, backlinks, competitors. Claude generates a tailored proposal (not a template). n8n creates project timeline, task database, content calendar, and reporting page in Notion.
1-2 days proposal + 1 day setup
30 min review
90%+
AI-powered SEO tools.
Each tool solves a specific problem in the SEO workflow.
Information-Gain Content Generator
Generates informational articles with research-backed facts, zero hallucination, and built-in information gain — content that includes data and angles not found on existing ranking pages. Based on Google's information gain patent: pages that provide unique information rank faster.
Auto Image Insertion Pipeline
Takes written content, identifies the optimal positions for images within the article, generates contextual images using the Gemini API, and inserts them into the Google Docs content at the right positions. Can be fed brand context and style guidelines — clients approve outputs without revision.
Topical Map Generator
Input a central entity (e.g., 'SEO') and the tool generates a complete topical map — every page and content block needed to become the comprehensive authority on that topic.
Client Content Strategy System
Takes the topical map output and filters it through the client's service offerings, relevance scores, and priority attributes. Decides which topics to cover first for maximum ranking impact and removes outliers.
Internal Cannibalization Detector
Reads the site's sitemap, generates title and meta description data from each URL, clusters the queries, and identifies pages competing against each other for the same keywords.
Internal Link Suggestion Engine
Stores all site content in markdown format, analyzes the full corpus, and suggests internal links — which paragraph should link to which page, and which pages should link back.
Local Schema Generator
Search for any business and it generates complete local schema markup — LocalBusiness, geo coordinates, reviews, FAQs, HowTo, and the sameAs entity type that most SEOs don't implement.
FAQ & HowTo Schema Extractor
Paste a URL or raw content. The tool extracts the page, identifies FAQ-eligible and HowTo-eligible content, and generates valid JSON-LD schema markup ready for implementation.
E-Commerce Taxonomy Builder
Generates SEO-optimized category and subcategory structures for e-commerce sites. Balances user navigation patterns with Google's entity classification.
Commercial Landing Page Builder
Five-stage process: verifies live SERP data, extracts competitor attributes, applies visual semantics principles, and generates a complete commercial landing page optimized for Google's visual rendering. Uses Gemini API to generate on-brand images.
Proprietary SEO frameworks.
Three interconnected frameworks that replace template-based SEO with diagnostic, niche-specific strategy.
Semantic SEO Commercial Page Framework
7 pillarsA complete system for building commercial pages optimized for Google's semantic understanding AND human conversion.
- 1Lemmatization — natural language Google reduces to commercial root forms
- 2Commercialization — distributed transactional signals (CTAs, pricing, triggers)
- 3Verbalization — Subject-Predicate-Object structures for Knowledge Graph
- 4Visual Semantics — tabs, cards, icons as distinct semantic processing units
- 5Attribute Filtration — prioritizing keyword attributes by section importance
- 6Centerpiece Annotation — visually highlighting key data points for Google
- 7Informational Deferral — pushing educational content to tabbed FAQ
Diagnostic Reasoning Engine
5 stagesA reasoning process that produces the correct page structure, attribute priority, language register, and commercial intensity for any keyword in any niche.
- 1Entity Identification — what is this thing? Who is the buyer?
- 2Attribute Extraction — every deliverable, process, cost, risk, outcome, and proof attribute
- 3Attribute Filtration — which attributes matter most for THIS keyword?
- 4Language Calibration — the industry's trust currency and insider terms
- 5Structural Assembly — H1 formula, intro construction, tab categories, FAQ structure
Attribute Filtration System
5 priority levelsDetermines which keyword attributes appear in which sections of a page.
- 1Priority 1 (Hero/Intro) — the 3 most important buying decision factors
- 2Priority 2 (Product/Service Tabs) — variants and quality modifiers
- 3Priority 3 (Pricing Section) — granular pricing, delivery, packages
- 4Priority 4 (Benefits/Proof) — outcome benefits, case studies, ROI
- 5Priority 5 (FAQ Tabs) — education, comparisons, edge cases
These systems work for every client engagement.
Book a consultation to see how they apply to your business.
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