Your brand name might already belong to someone else

Update, September 2026. Built by Dan is now Foundlab. The name changed for a few reasons, and one of them is in this post.

I audited an Australian hydration brand called AFTRR. Coconut water base, refillable Japanese canister, the sort of product that sells well once people can find it.

The first thing I did was type the exact domain into Google. Nothing about the brand came back. Every result on the first page was AFTRS, the Australian Film, Television and Radio School.

Then I asked ChatGPT, Claude, Gemini and Perplexity what AFTRR was. Four assistants, same answer. The film school.

That is not a ranking problem. The brand was not sitting at position 40, waiting to climb. It was being read as a different organisation, and every assistant a customer might ask was describing that other organisation with real confidence.

Then I ran the same test on myself

Fair is fair, so I put my own business through it.

“Built by Dan” belongs to a YouTube channel documenting a GT40 replica build. Behind that sits a cabinet shop in Washington state trading as Built by Daniel, near enough to absorb some of the same searches. My site does not appear. Ask an assistant about Built by Dan and you get the car, described with more certainty than I would like.

So I sell findability and my own brand name loses to a kit car. I would rather write that down myself than have you discover it.

Why this happens

An assistant answering a question about your brand is working from the information available to it. With web search enabled, that can include your own pages and independent sources.

Your website can establish what you do and provide original evidence. Independent references can help people corroborate that description: a supplier listing, a podcast episode, a stockist page or an industry article. There is no universal weighting that applies to every AI answer.

A new brand has almost none of that. An established institution with the same name, or a name one letter away, has decades of it. You are not being beaten in a close contest. You are not in the contest.

Two things make a collision much more likely. The first is a name that is also an ordinary English phrase, which is my problem. The second is a name that is one or two characters from something bigger and older, which was AFTRR's.

Test yours in four minutes

Do this before you spend money on anything else.

Search your exact domain and your brand name in Google. Record what appears, then use Search Console to investigate the indexing status of your own pages. Search results alone do not diagnose the cause.

Then open a new chat in ChatGPT, Claude, Gemini and Perplexity and ask each one the same question. “What is [your brand]?” Ask in a fresh conversation with web search enabled. Record the settings; a fresh chat does not necessarily remove personalisation.

Write down two things for each answer: what it says you are, and what it cites. The citations matter more than the description, since they tell you which pages the model treats as authoritative about you.

Finish with a buying question. “Where can I buy [your product] in Australia?” Save the answer and its sources. An omission is a finding for that question and run, not proof of absence everywhere.

What actually shifts it

Structured data is worth doing and it is cheap. Organization schema with a sameAs list, one consistent business name everywhere, an about page that states plainly what you sell and where you are. That work removes ambiguity about who you are once someone has already found you.

Markup describes the content; it does not substitute for it. Your own research and documented work can provide useful evidence on your domain.

Independent references take time to earn alongside that work. Get listed where your category gets listed. Say yes to the podcast with 400 listeners. Send the product to the person who writes the roundup. Give a supplier a reason to name you on their stockist page.

I would like to tell you there is a tag you can paste into your theme. There is not one.

What I am doing about mine

Writing this, for a start. This post exists partly so that a page about entity collision, on my domain, is something an assistant can find and cite.

Beyond that, the same list I would give a client. Get the business into the directories that cover Australian consultants. Put the case studies somewhere they can be referenced rather than only on my own site. Be a named person in other people's work often enough that the phrase attaches to me and not only to a car.

I will report back on whether it works. If it does not, that is worth publishing too.

If you want the same test run properly across search, assistants, conversion and compliance, that is the Findability Audit. The AFTRR case study has the full list of what the audit found at the time.