Enter your URL and our agents analyse your site the way both Google and the AI engines see it, then return a baseline score and a prioritized roadmap. It is free, it needs no account, and it is the honest starting point for everything else.
The audit is the free front door to GMMM. You give it one URL; our AI agents do the rest and hand back a scored report with a ranked roadmap. There is no human to schedule, no form to babysit, no account to create — the whole thing is automated end to end.
It is also available as an MCP tool, so an AI agent can request an audit directly over the Model Context Protocol and pull the structured result into its own workflow. That is deliberate: being the thing other agents call is how we practice AEO instead of just talking about it.
And yes, it is our own discovery and lead-generation channel — we are open about that. We also dogfood it: gmmm.io is run through the exact same checks we point at your site, so we are not shipping you a standard we do not hold ourselves to.
Three areas of your visibility, plus the plan to fix them.
Detection is fully automated, so the audit ships in two modes — no done-for-you needed to run it.
You enter a URL, our agents analyse it, and you get the scored report and roadmap back to read and act on. Nothing to grant on your side, nothing to revoke — the audit only reads what is already public.
Your AI agent calls the audit as a tool over the Model Context Protocol and receives the same structured result inside its own workflow. Same checks, machine-readable output — useful when an agent is orchestrating its own SEO/AEO work.
The audit is free. Full stop.
It is the front door and our discovery channel, so it costs you nothing — no credits burned, no subscription, no card. What gets quoted is the work the audit surfaces, and that pricing is always enquiry-based against your real scope. No fixed packages, no anchor prices, no fake tiers.
Every finding in the report is tagged one of two ways — “we fix it for you” or “use our tool” — so you can see at a glance what is done-for-you work versus something you (or your AI) can run yourself. You choose what to act on and how it is delivered.
For the delivery modes and the two billing models in full, see how it works. For how we measure results on the honest Tier-1 scorecard, see proof & measurement.
Yes. The audit is the free front door to everything else. There is no account, no card and no sales call — you enter a URL and our agents return a scored report. We only quote, enquiry-based, on the fixes you choose to act on afterwards.
Three areas plus a plan. Technical SEO (Core Web Vitals, mobile, indexability, broken links, metadata, canonicals, structured data), content and on-page (what you rank for, gaps versus competitors, thin or duplicate pages, internal linking), and AEO — we query ChatGPT and Perplexity on your topics to see whether you appear, then check schema, entity presence, AI-crawler access and citation-worthiness. Then every issue is ranked by impact versus effort.
Minutes. The whole audit is run by AI agents, so you are not waiting on a human to schedule it. You enter your URL and the scored report with its prioritized roadmap comes back to you directly.
Yes. The audit is also exposed as an MCP tool, so an AI agent can call it over the Model Context Protocol and get the structured result back inside its own workflow. Being the tool other agents reach for is part of how we practice AEO rather than just preach it.
You decide. Each finding is tagged either we-fix-it-for-you or use-our-tool, and you pick which fixes to pursue and how they are delivered — DIY, done-for-you or MCP. Pricing on those fixes is enquiry-based against your real scope; there are no fixed package prices.
One URL, a baseline score across both surfaces, and a ranked list of fixes. No account, no sales call.
Run my free audit →