We sell an AI visibility service. So the first business we ran the audit on was our own.
On 2026-07-28 we ran 20 buyer-intent questions through five AI engines — ChatGPT, Claude, Gemini, Perplexity, and Grok. That is 100 answers total.
Four of those 100 answers named Never Behind. Zero of them linked to us.
Being named without a link is not the same as being cited. A buyer who is told “there is a company called Never Behind” without being handed a way to get to us has to stop, open a new tab, and remember what they were looking for. Most people do not do that. The 100 answers that count are the ones that carry a source. Zero of those were ours.
Where the four mentions actually are
All four are brand-name lookups — someone typing “Never Behind” into an engine on purpose. Not one discovery question surfaced the company.
- “Is Never Behind a legitimate AI visibility audit service” — Gemini and Perplexity named us. ChatGPT, Claude, and Grok returned nothing.
- “Never Behind GEO audit — what is included” — Claude and Gemini named us. The other three, nothing.
- “Never Behind reviews — are they any good” — all five engines returned nothing. Someone reviewing us by name across every major AI assistant we track finds no signal at all.
- The eight vendor-shopping questions (“best AI visibility audit service for small businesses”, “top AI visibility consultants for small business”, and six more) — zero of 40 answers. The 40 highest-commercial-intent cells on the board are all empty for us.
Being invisible to strangers who do not know your name is ordinary. Being invisible to people who already typed your name is different. That is the finding that made us write this page.
What the engines did cite
Across all 100 answers, the five engines cited 1,508 sources drawn from 700 different domains.
- semrush.com — cited 13 times across 11 answers. The only domain cited by all five engines.
- blog.hubspot.com and clutch.co — each cited 17 times.
- youtube.com — cited 27 times.
- reddit.com — surfaced in 6 answers with 9 citations.
- searchengineland.com — cited 5 times across 4 answers.
Not one of those citations pointed at neverbehind.com.
What this is, and is not
This is a first-party demo. We ran our own audit on ourselves and are
publishing the result. It is not an independent review of Never Behind, and
we are not claiming it is one. We built the instrument, we picked the
questions, we ran the capture, we scored the cells. Every raw and scored
answer lives in the run archive neverbehind-matrix-20260728T172102Z.
These are dated observations, not standing facts. The 100 answers are what those five engines returned on 2026-07-28. Engine answers drift. Re-running the same 20 questions tomorrow would produce a different capture. We are not claiming this is what any engine returns today.
We are not comparing this to an earlier run. We published an “0/80” finding in July 2026 from a four-engine capture that used a different set of 20 questions. The two runs do not have a row-for-row before/after because the questions changed. Any number here comes from the 2026-07-28 run only.
The instrument changed too. In the 2026-07-09 capture, Claude web-searched on 9 of 20 cells; in this one it web-searches on every cell. Part of any difference between the two runs is a better instrument, not real-world movement. We would rather say that plainly than let it get read as progress.
Why we published this
Because a company that sells “get found in AI” ought to be able to show you exactly where it stands in AI. Four named. Zero cited. Out of 100.
If your business is somewhere on the same board, the audit finds it, names the cells, and hands you the receipts.