I ran the same question on every model this morning.

I ran the same question on every model this morning. “Best plumber in Leeds.” GPT-6 Astra named 4.
Claude Opus 5.5 named 4.
Gemini 4 Argon named 4.
Perplexity named 4. Not the same 4. Still not the shop with the most Google reviews. That is the whole game now. SEO is the listing. You can win that and still be invisible.
AEO is the answer. Did you make it.
GEO is the citation. Did they pull you from somewhere real.
AI-ranking is whether they said your name out loud. Zero-click. The customer never visits a website. Four names. They book the second. Share of voice for everyone else is zero. No missed call. No email. The diary just gets quieter. I built VouchlyAI because I got tired of SEO reports that look green while the models are already sending the job down the road. We ask 16 questions your customers actually type, in your city, more than once, because the answer moves. You get a score, who got named instead of you, and the first fixes — the directory they cited, the dead reviews, the missing town page. Plans from $29 a month. One extra job covers it. Reply with your trade and city.
I’ll tell you the exact sentence to paste into GPT-6 Astra, and whether you should be scared of th