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Honest notes on being found

How search and AI visibility actually work — with the research cited and the uncertainty kept in.

LatestAugust 13, 20267 min read

Does AI visibility actually drive revenue? What the 2026 data shows

AI-referred visitors convert at roughly 4.4x organic on average. Here's the 2026 data on AI search traffic, revenue, and what it means for your business.

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7 real examples of businesses that turned AI visibility into revenue

A restaurant with 520 bookings, a SaaS with 32% of leads from ChatGPT, a B2B firm with 4,900% revenue growth. Real GEO case studies — and what each did.

August 13, 20267 min readcase studies

Why does ChatGPT recommend my competitor instead of me? (and how to fix it)

If ChatGPT or AI Overviews keep naming your competitor and not you, one of six fixable causes is usually why. How to diagnose and close the gap.

August 11, 20267 min readcompetitors

How to write content that ChatGPT actually cites: the GEO writing checklist

AI engines cite content they can lift, verify, and attribute. A 9-point checklist for structuring pages so ChatGPT and AI Overviews quote you.

August 11, 20268 min readwriting

Is your website invisible to ChatGPT? Here's how to check in 5 minutes

Many sites block AI crawlers without knowing it. A free 5-minute check to see whether ChatGPT, Perplexity, and Gemini can actually see your business.

August 11, 20267 min readai crawlers

SEO vs GEO: what actually changes when your customers ask AI instead of Google

SEO gets you ranked. GEO gets you cited by ChatGPT, Perplexity, and AI Overviews. What changes, what stays the same, and what's overhyped.

August 11, 20269 min readgeo

Should you block AI crawlers? What GPTBot, ClaudeBot & friends actually do

Blocking AI bots feels protective, but it removes you from the answers your customers read. What each crawler does, and the two common mistakes.

August 10, 20262 min readai crawlers

What is GEO? Generative engine optimization, in plain English

GEO is making your business visible inside AI-written answers. What it involves, how it differs from SEO, and what the research actually supports.

August 10, 20262 min readgeo