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How Anovox scores, ranks, and verifies AI visibility — explained with the actual mechanics, plus what we're shipping and what we're seeing across tracked workspaces.
The steps that actually help ChatGPT, Perplexity, Gemini and Google's AI Overviews name your brand — in the order that gives the most return for the least effort, and what to skip.
A five-minute test that tells you whether AI models know your company from memory, can find it by searching, or neither — and which of the three problems you actually have.
A real measurement from September 2026 — one small SaaS, five buyer questions, four AI engines, zero mentions — and the specific reasons the competitor kept winning.
One assistant says it has never heard of you; the other describes you correctly and links your site. Both are working as designed — here's the difference, and what it means for where you put your effort.
A small block of JSON-LD on your homepage tells search engines and AI crawlers which profiles and listings are officially yours. Here's exactly what to add, with a copy-paste example.
AI answers change from one run to the next even when nothing about your brand has changed. Here's how much they wobble, how many answers you need before trusting a number, and how to judge whether a specific fix worked.
Anyone can send a request claiming to be GPTBot. Agent Analytics only counts a hit as verified when the source IP proves out against the operator's own published infrastructure.
Before prompt tracking, content briefs, or schema markup: check whether AI crawlers are even allowed to fetch your site. Most teams never have.
Everyone in GEO quotes a Share of Voice number. Here's our exact formula, a worked example, and why per-engine splits matter more than the headline.
Before asking anyone to trust the dashboard, we ran our own product on our own site. Here's the exact journey every new account takes — and the self-study it produced.
Three axes, 0–100 each, one overall number — and the same scoring that runs on the free public check runs on your own pages inside the dashboard, byte for byte.
Knowing you were cited is step one. Knowing which URL the answer engine trusted — and whether it was yours — is what tells you what to publish next.
A flat list of 'recommended actions' is a to-do list nobody finishes. Aim turns it into a ranked worklist — and shows the math behind every rank so you can disagree with it.
Why we're writing this, and what to expect: product updates, what we're learning from tracking AI visibility across hundreds of prompts, and the occasional opinion on where GEO is headed.