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The report About one minute No card, no call

Find out what AI sees when it reads your website

Enter your address and I’ll crawl your site the way ChatGPT, Perplexity, and Google’s AI Overviews do — without running JavaScript, without guessing — and score it against the signals that determine whether you get recommended.

You’ll get a number, a plain-language explanation of what’s holding you back, and the specific fix for each finding. Not “improve your metadata.” The actual title to use and the actual code block to paste.

Nothing appearing above? A few privacy modes block embedded tools. The report also runs on its own at ai-reviewer-worker.pages.dev.

The vocabulary 23 terms Plain language

What do the words in the report mean?

The report names things — schema, canonical, entity, corroboration, noindex. Most of them mean nothing until somebody explains them, and explaining each one inside the report would double its length at exactly the moment you want the findings.

So the definitions live here instead, on their own page, with an anchor for every term. Nothing in there is proprietary: if a definition is useful, take it.

Read the glossary →

Question 01 Four surfaces AI search weighted heaviest

What does the report check?

AI-search readiness — half the score. Whether an AI engine can identify your business as a specific entity, whether your content is shaped like answers, and whether there’s structured data for an engine to cite.

Organic search — the fundamentals. Page titles, meta descriptions, image alt text, and site structure.

Technical hygiene — secure connection, mobile readiness, and how your pages appear when shared.

Freshness — whether your site looks maintained or abandoned.

Question 02 My methodology Not a Google rating Nothing scores above 94

How is the score calculated?

It’s my own methodology, not a Google rating, and I’ll tell you exactly how it works: AI-search readiness is weighted heaviest because it’s the thing most sites fail and the thing that decides whether an engine will quote you. Nothing scores above 94 — no website is ever finished. And a site that gives an AI no way to identify the business is capped regardless of how good everything else is, because an engine can’t recommend a business it can’t name.

Question 03 Nothing No upsell wall

What does it cost?

Nothing, and there’s no upsell wall. The full report is the free version. What I sell is doing the work.

Question 04 It lands in your inbox A copy lands in mine

What happens after I run it?

The report lands in your inbox. A copy lands in mine — that’s stated plainly at the bottom of every one. If you want help, reply and you’re talking to me. If you don’t, you still have the whole list.

Question 05 After changes Then quarterly

How often should I re-run it?

After you make changes, and then quarterly. The re-run is how you prove the work took — same measurement, same methodology, before and after.

Long-exposure surf smoothing to mist around basalt sea stacks and a cobble beach, with a small lighthouse standing on the bluff above, Oregon Coast, in flat evening light.
Oregon Coast long exposure, flat evening light
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