It is rarely one dramatic failure. A company goes unmentioned by AI because of a handful of ordinary problems stacked on top of each other, and each one has a check you can run this afternoon.
1. Nobody links to you
Before an assistant can quote you, it has to find you. Retrieval leans on the same signals search has always used, and the strongest one is still whether independent sites reference you. A site nobody points at is a site the system has little reason to pull into the candidate set.
The check: search for your domain name in quotes, excluding your own site. If almost nothing comes back, this is your bottleneck and nothing further down this list will matter much.
2. Your pages do not state anything quotable
"Innovative solutions for your business" cannot be cited, because it contains no fact. A model composing an answer needs a sentence it can lift. Prices, numbers, dates, limits and plain definitions are liftable; adjectives are not.
The check: open your homepage and try to find one sentence a journalist could quote without rewriting it. If you cannot, the model cannot either.
3. You only exist where the model cannot read
A business whose entire presence is a social profile is close to invisible to a system that retrieves text from the open web. The content may be excellent; it is simply behind a door the crawler does not open.
4. Your name collides with a common word
If the brand is also an everyday word, the model cannot separate mentions of you from noise. The fix is not renaming the company — it is always appearing next to a qualifier, so that "Orbit" becomes "Orbit, the logistics platform", consistently, everywhere.
5. Your site blocks the crawlers that feed the assistants
This one is common and invisible. AI crawlers are separate from the search crawler, use different user agents, and a robots.txt written years ago may be refusing them without anyone noticing. Blocking them does not protect your content from being summarised — it only removes you from the answers.
The check: open yourdomain.com/robots.txt and look for a blanket Disallow: / under any user agent you do not recognise.
6. Nothing has had time to accumulate
A domain registered three months ago has no reference history, and references are the slow part. This is the only item on the list that fixes itself, and the only one where patience is the right answer.
Which one is yours?
| Symptom | Likely cause | Where to start |
|---|---|---|
| Assistants name competitors, never you | No independent references | Get mentioned off-site |
| You are mentioned, but described wrongly | No quotable definition anywhere | Write one clear sentence and repeat it |
| Your site is found but never cited | Pages answer nothing directly | Put the answer in the first paragraph |
| Nothing of yours appears anywhere | Crawlers blocked, or site too new | Check robots.txt first |
What to do first
Run the robots.txt check, because it takes two minutes and occasionally explains everything. Then work on references, because it is the slowest to move and the one everything else rests on. Rewriting your pages is worth doing, but a perfectly quotable page that nothing links to still does not get quoted.
