Why this is a full-time job.
AI answers are the new first page, and most companies have no idea what the engines say about them. You cannot see the queries, there is no Search Console for ChatGPT, and by the time a competitor owns the answer, the buyer never reaches your site.
Plenty of tools will show you a dashboard of what you are missing. Knowing you are not cited is not the product; winning the citation, and owning the tracking and the work that gets you there, is.
What shows up, and when.
This is the delivery schedule you can hold it to.
- Baseline scorecard: which AI engines cite you today, for which phrases, versus competitors
- Watchlist checks across engines, gap content drafted for the phrases you lose
- Citations board, share-of-voice trend, gap queue
Watch it work.
The buying questions in your category are checked against each engine on a schedule, and every check is logged: cited or not, what was said, and which sources the engine leaned on.
Where you lose, the gap is diagnosed: missing content, weak entity signals, or a competitor's page the engines prefer. Each gap becomes a concrete, prioritized fix.
The fixes ship through your editorial gate: citable content, structured data, and authority work. Wins and losses are tracked over time so you can see the needle move.
The result, not the homework.
Visibility into an invisible channel
A running record of what four major engines answer for your category's buying questions, with receipts.
Citations won, not just counted
The content and authority work that changes the answers, executed and staged for your approval.
An early-mover position
Most of your competitors are not watching this channel yet. The ones who move first become the default answer.
Stronger together.
AI search visibility compounds with the other jobs in your hire.
About this job.
Is this the same as SEO?
It overlaps but it is not the same. Classic SEO earns rankings on a results page; AI search visibility earns citations inside generated answers. The engines weight different signals, and the work to win them is different, though strong content helps both.
Can you guarantee we get cited?
No honest vendor can: the engines change and nobody controls them. What we do promise is systematic tracking, a diagnosis for every miss, and shipped work targeting each gap, so your odds improve every month and you can see whether they are.
Which questions do you track?
The ones with buying intent in your category, derived from your targeting strategy and refined with you. You can add or retire phrases at any time.