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INS.07 · brand recognition free · no account

AI brand checker: does a language model know you exist?

We give a language model nothing but your company name, your sector and your city, and ask whether it knows you. If it doesn't recognise you, that's a signal: too little has been written about you in the places these models learn from. You get the weak points back, and what you can do about them.

Start the brand check ↓ free · no account
0/100

Read this with your result: this score is the verdict of one language model with no live internet access. It isn't a measurement across ChatGPT, Gemini and Perplexity together; if you want to see those three side by side, there's a separate block further down for that. The score is an estimate, not a measured position. What it does show is whether your company has a footprint big enough to be recognised.

This was one question about your name. What this doesn't show you is whether you turn up in the questions your customers actually ask. That's what the AI Index NL runs for: a fixed set of questions per sector, repeated monthly, with the previous measurements alongside it. Running that list for you costs €75 once, or €75 a month if you want to keep tracking it.

Gianluca, who builds the tools and plugins on this site
image · whoever built the tool also explains it
INS.07 · the tool
brand recognition model: gpt-4o · no live internet
This brand check can't call a model without JavaScript. The check only sends your company name, sector and city once you press the button, and shows the answer on the same page. That needs JavaScript. Without it, the rest of this explanation stays perfectly readable, but the form can't fetch a result. You can go straight on to the free SEO scan, the Business Profile check NL, or the public AI Index NL. Want to know exactly what the brand check measures before you switch JavaScript on? Read the method and the sample result below the form: the score comes from one model with no live internet and is a signal, not a measured position in ChatGPT, Gemini or Perplexity.

Only name, sector and city are required. This takes a bit longer than the other tools, because a larger model runs behind it. What you enter is stored, together with the page where you filled it in and the site you arrived from, to make the tool work and to get in touch if you leave your email address. How and for how long is set out in the privacy statement NL; what this site does and doesn't store in your browser is set out in the cookie statement NL.

FIG.01 · what this check does and doesn't do · sheet 1/2
method honest about the limits
✗ The score comes from one model. One model, GPT-4o, sits behind the score, and it answers the question from its training data. Other assistants might say something quite different. Anyone promising you a score across several assistants usually isn't measuring that either: a figure meant to summarise four models is an average of things you can't add together.
✗ The model can't look at the internet. So it knows nothing about what's been written about you this month, and it can name companies that are outdated or don't exist. That's why we don't show a competitor list: that would be a gamble with real company names in it.
✓ It shows whether you have a footprint. Language models learn from what's been publicly written about you. If a model doesn't recognise you from just your name, sector and city, there's probably little for it to learn from. That's a genuine signal.
✓ It gives you concrete steps. Not a score to walk away with, but an ordered list of what's missing. That's useful whether or not you ever work with us.
FIG.02 · what you get back · sheet 2/2
sample resultinvented company · not measured now
18/100
NOT RECOGNISED

Example Bakery, bakery, Bristol. The model doesn't know this name and doesn't fill in anything on its own. That doesn't mean the business is unknown to customers, it means too little has been written about it outside its own channels to learn from.

What's working in its favour
  • The name is distinctive enough not to be confused with another business
  • Sector and place are unambiguous, so a model can do something with them once there are sources
What's missing
  • No mentions outside its own website and social channels
  • Nothing on the site worth citing: no original figures, no explanation that isn't found anywhere else
  • No place in the lists or overviews a model comes across during training
1Keep your details identical everywhereName, address and description exactly the same on your site, your Business Profile and every sector page. Differences make it unclear to a model whether it's looking at the same business.
2Publish something worth citingAn explanation, a price overview or a list that's accurate and doesn't appear anywhere else in that form. Without anything to cite, there's nothing to write about.
3Get others to reference youLocal media, sector overviews, partnerships. This is the slowest point and the only one that counts in the long run.
This is an example with an invented bakery, not a measurement that's just been run. You get your own result with the form at the top, and it looks exactly like this. We don't score well ourselves either, and that's explained honestly below.
DOC.01

Why this is different from Google

In Google you compete for a place in a list. There are ten results, and with work you can move up. With an AI assistant there is no list: one answer comes back, and in it you're either mentioned or you're not. There is no place eleven.

The second difference is where the answer comes from

Google draws on an index it refreshes continuously. A language model draws on what it saw during training, topped up with whatever it's allowed to look up. That means your own website counts for less than you're used to, and what others write about you weighs more heavily. A mention in a trade publication, a sector guide or a well-read forum counts for more here than an extra page on your own domain.

That's also exactly why this scores low for most local businesses, and why that needn't be a problem

The question is whether your customers search this way. For a bakery round the corner, barely yet; for a B2B service provider, increasingly.

DOC.02

We don't score well here ourselves either

It would be strange to offer a tool that measures whether you're mentioned without saying how we ourselves fare. Fair's fair: it isn't great. Beyond our own site, almost nothing is written about us, and that's exactly the weakness this check finds in others too.

What we're doing about it is the same as what will appear in your own list of steps: making things people reference of their own accord

The Claude skills we publish, the free tools on this site, the scanner. It's slower than buying mentions somewhere, but it's the only thing that lasts.

Our own measurement is public in the AI Index NL, including the parts where we score badly.

DOC.03 · FAQ

Frequently asked questions

Does this tool really ask ChatGPT, Gemini and Perplexity?

Not for the score. The 0 to 100 score comes from one language model, GPT-4o, which answers the question from its training data and doesn't look at the internet. The separate block further down this page does put the same question to three models side by side: gpt-4o-mini at OpenAI, gemini-2.0-flash at Google and sonar at Perplexity. That block gives just a yes or no per model, and Perplexity does search the web for it, the other two don't.

So what does the result actually tell you?

Whether your company has a footprint big enough for a language model to know you at all. That's a real signal: models are trained on what's publicly written about you. If you're mentioned nowhere, there's also nothing to train on, and that doesn't change on its own when a new version comes out tomorrow.

Why don't you show competitors?

Because the model dredges those names up from its memory without being able to check them. They can be outdated, based in the wrong city or not exist at all. Showing a list of companies we claim do better than you as the outcome of a measurement, when it's actually a guess, isn't something we do.

Is a low score bad?

For most local businesses a low score is normal. A language model knows the big brands and the players that a lot has been written about. If you operate locally and mainly show up in Google Maps, that isn't a failure, it's a starting point. The question is whether your customers search via AI, and that's growing.

What does it cost and what happens to my data?

The check is free and no account is needed. Your input is logged so we can see what the tool gets used for. Email address and phone number are optional: leave them, and you're giving us permission to contact you about the result.

Do you measure your own AI visibility too?

Yes, it's public in the AI Index, including the parts where we score badly. Right now our own weakest point is exactly what this tool measures: almost nothing is written about us beyond our own site. That's stated plainly.

DOC.04

Start with your own site

Being mentioned by an AI starts with a site that can actually be read. If your technical setup is broken, or it isn't clear what you do and where, no system has anything to work with. The free scan checks that in a few seconds, including whether your page is readable for AI systems.

DOC.05 · Next step

Questions about this tool?

Email us or book a call. You'll get an answer from the person who built it, and if something doesn't work the way it says here, we'd like to hear about it.

Section · Next stepreachable 24/7 · sales@theseo.nl
Book a call ↗
Written by GianlucaFounder. Building visibility for Dutch businesses since 2017, in Google and in AI answers. More about the institute.