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3–5x your traffic and AI citations. Start with a free tool.
The same tools I use to ship those numbers — fan-out queries, score pages, analyze entities, close citation gaps. Free, no signup.
The Toolkit
The SEO & GEO Toolkit
Four specialized tools to reverse-engineer how search engines and LLMs rank and cite content.
AI Fan-Out
Turn one seed keyword into a full SEO query architecture.
- Map 100+ intent-based queries from one seed
- Automatic entity extraction + interactive mind map
- Export the full query set to CSV
Entity Analysis
Audit content the way Google's NLP API sees it.
- Entity, syntax, sentiment & content classification
- Per-entity salience scores with AI breakdown
- Benchmark coverage against top-ranking pages
Page Relevance Analyzer
Score any URL chunk-by-chunk against your target keywords.
- Embedding similarity per content chunk
- Surface semantic gaps that block top-3 rankings
- Optimize for RAG-style AI search retrieval
AI Citation Gap Analyzer
Find where AI engines cite competitors but not you.
- Compare citations across Perplexity, Gemini, ChatGPT Search
- Map cited vs. high-ranking-but-uncited URLs
- Actionable content roadmap to close the gap
Playbooks for SEO & AI search
Deep-dive guides on fan-out queries, entity coverage, page relevance, and citation gaps — the same workflows behind every tool in the toolkit.
Do You Know You Can Get AI to Recommend You More?
AI already mentions your brand — but a mention isn't a recommendation. You can influence whether AI recommends you, and it starts with getting cited. Here's how. (≈157 chars — trim to ≤155 on your final pick.)
Why AI Recommends Your Brand but Won't Cite It (2026)
AI assistants recommend your brand from memory but cite competitors from live search. Here's the "mentioned but not cited" gap — and the three fixes: ranking, structure, and crawl access.
Proven Google NLP Strategies That Boosted SEO Rankings
Look, if you're still thinking about SEO the way we did five years ago, you're already behind. Google isn't just matching keywords anymore – they're actually understanding what people mean when they…