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Included in the free scan

GEO and AI visibility

We test how well a generative model can describe your business from your public footprint alone, and where the description goes wrong.

What we check

  • Whether an AI assistant can state what you do, for whom, and why you
  • Accuracy of the description against your intended positioning
  • Presence of the corroborating third-party sources models lean on
  • Whether you appear in category recommendation answers
  • Content formats models reliably cite

Why it matters commercially

A growing share of research never touches your website. If the model's summary of you is generic or wrong, that summary is your brand for that buyer.

Example findings

  • Model describes the brand by its industry only, with no differentiator.
  • No third-party source corroborates the brand's main claim, so models omit it.

The checklist we run

8 fixed checks. Each one is graded pass, needs attention, failed or not applicable, with the fact we observed printed beside the verdict. The category score is the weighted pass rate of these checks — nothing is invented.

An assistant can describe you accurately

Site content alone supports a correct description of the business.

high impact · high effort

The entity is unambiguous

Name, location and category are stated plainly and repeatedly.

high impact · low effort

About page carries the facts

Founding, people, location and scope are on one page.

medium impact · medium effort

llms.txt published

An llms.txt file guides model access to key content.

low impact · low effort

AI crawlers are not blocked

Robots.txt permits the major AI crawlers.

high impact · low effort

Organization or Person schema

Identity schema is present with sameAs links.

medium impact · low effort

Third-party sources corroborate

Independent sources repeat the same brand facts.

high impact · high effort

Claims are citable

Distinctive, quotable statements exist for a model to cite.

medium impact · medium effort

Where the evidence comes from

  • Your live site, fetched directly

    robots.txt directives per AI and search crawler, sitemap presence and size, llms.txt, structured data types, page titles, descriptions, headings and image alt text. No key required, so this source is always available.

  • AI assistant visibility probe

    A fixed set of buyer-style prompts run through an AI assistant, recording whether your brand is named, whether your site is cited and which other brands appear. Directional, not a ranking.

If a source is unreachable we mark it unavailable and exclude it. A blocked source lowers data coverage, never your score.

What the deep dive adds

On any paid plan you can run this category on its own. The deep dive re-reads the pages we retrieved with only these 8 checks in front of it, returns a verdict page by page, prints the measured data behind each finding, and orders the fixes by impact and effort. It uses one audit from your monthly allowance.

What you need to provide

Nothing beyond your website address. This category is scored from public data we can retrieve ourselves.

Questions

GEO & AI visibility: common questions

How do you test what AI assistants say about us?

We run a small fixed set of buyer-style prompts and record whether the brand is named, whether the website is cited, and which other brands appear in the same answers. The results are shown as a prompt panel with every prompt and answer summarised.

Is that a ranking?

No, and we label it directional. Assistant answers vary between runs, accounts and regions. Treat it as a sample of how your brand is described, not a guaranteed position.

What else does GEO cover?

Whether AI crawlers are permitted in robots.txt, whether an llms.txt exists, and whether the site publishes the machine-readable facts an assistant needs to describe you correctly.

Which plan includes this category?

It is scored on the free public-data scan, and again in every paid audit with the added detail your intake unlocks.

What does the deep dive add over the overview report?

The overview scores this category in one pass over your site. The deep dive re-reads the same pages against all 8 checks on their own, returns a page-by-page verdict, prints the measured data behind each finding, and orders the fixes by impact and effort. It uses one audit from your monthly allowance.

The report identifies the signals. We find the causes.

Diagnosis is free. Fixing the cause is what our brand strategy and marketing services are for — see the results across our client work.