See exactly what ChatGPT says about your business today — and the gap between what you publish and what AI agents like Claude and Gemini will need to recommend you.
AI agents don't browse the web like humans. They reason from structured data — JSON-LD, Schema.org, machine-readable identity. Your beautifully designed website was built for human eyes. To an AI, it's noise. Here are the four ways your business is failing the AI test right now:
The Diagnostic doesn't guess. It runs two passes against your real website and compares what AI agents actually return when asked about your business.
We fetch your URL and grade every signal AI agents look for: JSON-LD, Schema.org markup, sitemap, robots.txt, OpenGraph, structured data quality. You get a 0–100 score and what's missing, visible before you finish reading this.
We ask ChatGPT what it knows about your business — and whether it has enough verified information to recommend you with confidence. The full side-by-side report — including the gap between what you publish and what AI is willing to vouch for — arrives in your inbox in under ten minutes. (Pro adds Claude, Gemini, and Perplexity for full multi-AI coverage.)
AI agents query the structured web to answer more buying decisions every week. But here's what the AEO tools won't tell you: AI agents don't recommend who's loudest. They recommend who's verifiable. Anchored identity. Real-world credentials. A signature the model can trace back to a registry. The first 100 businesses verified in a category set the baseline. The next 10,000 chase them. The window to be in the trust index — not chasing it — is open.
Before an AI agent recommends a vendor, it traces three signals back to source. Miss one, and the AI defaults to the competitor that's not missing any.
Your business in an official company registry — the public record AI can cross-reference to confirm you exist.
A real person legally accountable for the entity. The AI sees a verified human behind the brand, not an anonymous URL.
Clean against international watchlists. The AI confirms you're not on any list that would make recommending you a liability.
If you're missing any of the three, the AI defaults to the competitor that's not missing any.
Run the Diagnostic. See the gap between what you publish and what AI is willing to vouch for.