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- GEO: Generative Engine Optimization vs Geospatial — Which One Do You Mean?"GEO" has two very different meanings: in marketing, Generative Engine Optimization (getting cited by AI answers); in tech, geospatial/geographic mapping.
- AI Overviews vs ChatGPT vs Perplexity: Where Should You Actually Focus? (2026)AI Overviews vs ChatGPT vs Perplexity — which AI search platform should you prioritize? A working SEO breaks down the 2026 usage data and where to focus.
- How to Get Cited by ChatGPT: A Practical GEO Playbook (2026)A working SEO's practical playbook for getting cited by ChatGPT and other AI answers in 2026 — entity clarity, third-party mentions, quotable structure.
- Best GEO Tools in 2026: An SEO Veteran's Honest ComparisonA working SEO's honest comparison of the best GEO tools in 2026 — Writesonic, RankScale, Otterly, Semrush AI Toolkit and more — pros, cons, pricing and fit.
- GEO vs SEO: What Actually Changes When AI Answers the QueryGEO vs SEO explained by an 11-year SEO: the real difference between optimizing for rankings and for AI citations, plus what to actually do differently.
- LLM Pulse Review: The Bootstrapped, Profitable GEO Tool Built to LastAn honest LLM Pulse review from a working SEO: the free AI-visibility tools, transparent €49/€99 pricing, real pros and cons, and how the underdog stacks up.
- Semrush AI Toolkit vs Dedicated GEO Tools: Which Should You Actually Buy?Semrush AI Toolkit vs dedicated GEO tools like RankScale and Otterly — an honest guide on cost, engine coverage, and who should buy the suite or a specialist.
- Writesonic GEO Review: Is the AI-Visibility Suite Worth $199/mo?An honest Writesonic GEO review from a working SEO: what the AI-visibility suite does, real pros and cons, the pricing breakdown, and who should buy it.
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GEO tool finder · 60 secondsFind your GEO toolFive quick questions — budget, engines, how you work — and an honest match from my full comparison. No email required.Take the quiz
The field notesGet the field notesOccasional, honest notes on GEO and AI search — from someone running his own site through the shift, in the open.