Field report · AI search visibility

Does ChatGPT recommend you? If not, you're invisible.

Free AI Check today. What AI says about you shifts week to week, so we track ChatGPT, Gemini, Perplexity and Claude and tell you what changed and what to do about it.

Free. One check per account. Your result gets a public, shareable link.
Company name withheldCompany name redactedReal sample report
0/100
Patchy

Do AI apps recommend you?

0/100
Strong

What does AI say about you?

Every AI app we checked

Where we checkedShows upRecommendedLinks to youAnswers
ChatGPT
100%75%75%4
Perplexity
100%100%100%3
Gemini
50%50%50%4

One row per AI app, with its own rates. This is the part that shows the check is not just ChatGPT.

One answer, as it came back

Who runs Riverside Bakery Co and where is it based?

Gemini
Confused with another company
This answer is about a different company (Riverside Bakehouse), not about your brand.

Riverside Bakehouse is a wholesale bakery in Ontario, Canada. Founded in 1998, it supplies part-baked bread to regional supermarkets from two production sites and does not sell directly to the public.

The fixes, in order

  1. Separate yourself from the bakery you are being mistaken for

    Wrong company

    Asked plainly who runs the business, one engine answered about Riverside Bakehouse, a wholesale bakery in Ontario. That is not a low score, it is a buyer being sent to a different company. Publishing an unambiguous who and where, and getting the same details onto the directories the engines read, is what pulls the two names apart.

  2. Own the category questions buyers actually ask, not just your own name

    Discovery

    You appear on brand questions but drop out of the discovery questions where somebody is looking for a bakery and does not yet know yours. That is where the engines currently hand the answer to Millstone Bakehouse instead.

  3. Get onto the third-party pages the engines already read

    Cited sources

    Most citations in these answers point at directories, roundups and review pages rather than riverside-bakery.example. Being present and accurate on those pages moves the needle faster than any change to your own site.

2 more actions in the full report

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The company in the published sample is a stand-in, and its name is held back here so you read the report rather than the brand.

And what to do about it

Written against these results, in the order that matters. Not a generic checklist.

5 actions in the full report

Recommended actions

  1. Separate yourself from the bakery you are being mistaken for

    Wrong company

    Asked plainly who runs the business, one engine answered about Riverside Bakehouse, a wholesale bakery in Ontario. That is not a low score, it is a buyer being sent to a different company. Publishing an unambiguous who and where, and getting the same details onto the directories the engines read, is what pulls the two names apart.

  2. Own the category questions buyers actually ask, not just your own name

    Discovery

    You appear on brand questions but drop out of the discovery questions where somebody is looking for a bakery and does not yet know yours. That is where the engines currently hand the answer to Millstone Bakehouse instead.

  3. Get onto the third-party pages the engines already read

    Cited sources

    Most citations in these answers point at directories, roundups and review pages rather than riverside-bakery.example. Being present and accurate on those pages moves the needle faster than any change to your own site.

  4. Make the head-to-head comparison winnable

    Comparisons

    When the engines compare you with The Crusty Oven they describe the competitor in more concrete terms. Publishing the specifics buyers compare on gives the models something to quote in your favour.

  5. Build a reviewable trail so the answers can vouch for you

    Reputation

    Reputation answers name you but stay flat, because there is little independent evidence to cite. A steady stream of real, dated third-party reviews is what turns a neutral mention into a recommendation.

What changes when the work is done

Each fix answers a specific thing that went wrong above. Clearing them is what moves a score.

Illustration

This is an illustration of how the report is meant to be used, not a measurement and not a forecast. Nothing here says your score will rise, by how much, or how fast. That depends on your site, your market, and what the AI apps find when they next look. We do not promise a number.

The same two scores

Recommended

Do AI apps recommend you?

50Patchy
Direction the fixes point
  • Own the category questions buyers actually ask, not just your own name
  • Get onto the third-party pages the engines already read
  • Make the head-to-head comparison winnable

Described

What does AI say about you?

83Strong
Direction the fixes point
  • Separate yourself from the bakery you are being mistaken for
  • Build a reviewable trail so the answers can vouch for you

Answered by a fix

  1. Google (Gemini) answered about a different company

  2. Google (Gemini) did not mention you. It named The Crusty Oven instead

  3. ChatGPT listed you but did not recommend you. It named The Crusty Oven instead

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