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What AI assistants say

When an assistant answers about a different company with your name

A search page at least shows you ten results you can tell apart. An assistant blends them into one paragraph, and nothing on the screen says which company each sentence came from.

What we found

The company's name begins with an ordinary English word that several far larger businesses also use. Three assistants answered questions about it and leaned on fifty one distinct sources between them.

51 SOURCES CITED. WHO THEY BELONGED TO A mortgage business 8citations A recruiting startup 5citations An investment company 3citations A direct competitor 4 same service Three more, same word ... The actual company 0of its own cited the competitor is the dangerous one: a paragraph built from its material still makes perfect sense, and nothing on the screen flags the swap measured with the company's own addresses supplied, so the zero is real
Twenty of the fifty one citations belonged to seven other companies sharing the first word of the name. The subject's own site was cited none of the fifty one times.

A mortgage business accounted for eight citations across three of its hosts. A startup recruiting firm accounted for five across two. A European investment company accounted for three. And four belonged to a company selling the same service as our subject, which is the dangerous one.

Why the competitor one is the dangerous one

A reader can tell a mortgage lender apart from the company they were asking about. The paragraph will not make sense otherwise and they will notice.

A competitor in the same trade produces a paragraph that makes perfect sense and is about somebody else. Nothing in the answer signals the swap, and the reader has no reason to doubt it.

An assistant could assemble a confident, coherent paragraph about this company entirely out of a competitor's material.

How we know whose each source was

This is the part that took the time, and it is the part a tally cannot do for you. We fetched each cited host and read its own title and description to establish which company it belongs to, rather than guessing from the name.

That rule exists because we have broken it before. A directory search once reported a company as listed under its current name when the page it had searched returned nine British companies with a word in common and none of them the subject. A count of hits is not evidence until somebody reads the titles.

The same discipline governs the written part of every report we produce, which when a result on your name is somebody else covers for people rather than companies.

What helps

Not removal. The other seven companies have as much right to the word as this one does, and there is no mechanism for separating them on request.

What does help is being distinguishable in the places an assistant reads:

  • A company number stated plainly on your own site, which no other company shares.
  • One company name, spelled one way, everywhere it appears.
  • Your own site saying what you do in words a reader would use, so an answer about you has something of yours to use.
  • Public register and directory entries that are current, since those get relied on heavily.

A name made of ordinary words will always be harder than a distinctive one, and anybody who tells you otherwise has not measured it. We know because we ran this on our own parent company, whose name is two common nouns, and the result was worse than we expected.

What this page is based on

A company checked on 28 September 2026. Three assistants answered and leaned on 51 distinct sources between them. The company's own website was cited zero times, measured with its own addresses supplied. Twenty citations belonged to seven other companies sharing the first word of its name.

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