Almost everything written about AI visibility assumes you have a domain the engines already trust. Most of that advice is correct and nearly all of it is unusable if you launched this year. This page is about the other case.
The constraint nobody tells you about
Answer engines are conservative. Asked a broad question, they name brands they have seen described, reviewed and linked many times across sources they already trust. That is a reasonable design and it is brutal for a new company: you are not competing on page quality, you are competing on accumulated reference, and you have none yet.
The practical consequence is that publishing a better guide to your category will not get you cited for your category. The engine is not comparing your page to the incumbent’s page. It is drawing on everything it has read about the topic, and almost none of that is you.
Said plainly, because the alternative is a wasted quarter:
What actually works at zero authority
Target questions with a qualifier attached. Not “best project management tool” but “project management tool for a two-person design studio that bills hourly”. Qualified questions have few credible sources, so the engine has to work with whatever genuinely addresses the constraint. That is the one place a new domain competes on merit. It is also where the buyer is most specific about what they need, which is the better half of the trade.
Get referenced where the engines already read. Run a scan of your category questions and look at which sources the engines cite when they answer. It is usually a short, repetitive list: two or three roundup sites, a forum, a video channel, one or two publications. Being present on those surfaces moves your citation rate faster than anything you can publish on your own domain, because it borrows trust you have not built yet.
Publish what only you can publish. Your prices, stated plainly rather than gated. An honest comparison against the incumbent your buyers already mentioned. The one integration or workflow that defines your niche. And above all, original numbers: your own usage data, benchmark, or teardown. A statistic nobody else has is the most citable object a small company can produce, and it is the one kind of page where having no authority does not disqualify you.
Make yourself easy to quote. Lead each section with the claim in one self-contained sentence. Engines lift passages, not pages, and a paragraph that only makes sense in context will not be lifted. This costs nothing and it is the highest-leverage formatting decision available.
What to skip for now
- Broad category guides. Saturated, defended by domains with years of links, and the pages a new site is least able to win.
- Publishing volume. Twenty thin pages at zero authority produces twenty pages nobody sees. We can say that with some confidence: on our own domain, 43 of 83 published URLs had never earned a single impression when we last audited it.
- Technical micro-optimisation. An
llms.txtfile and perfect schema are worth doing and will not, on their own, get you cited. Do them in an afternoon and move on. - Daily tracking before you have levers. A number you cannot move is a distraction. Measure when you have started acting.
A realistic timeline
Month one. Write down the ten questions your buyers actually ask. Run one scan to see who the engines name instead of you, and which sources they lean on. Treat that source list as your target list. Fix crawlability, which takes an afternoon.
Months two and three. Publish the four or five pages only you can write, prices and comparison included. Start showing up on the third-party surfaces from your source list. Expect the metrics to be flat, and do not read that as failure; the work here is accumulating reference, which is invisible until it is not.
Months four to six. First citations usually appear on qualified tail questions. This is when measurement starts earning its keep, because you now have several actions in flight and need to know which one worked.
Beyond. Head-term citation follows accumulated reference, not effort. It arrives when enough trusted sources describe you, which is a function of how well the earlier steps went.
For the mechanics of being quotable, see how to get cited by ChatGPT. For what to measure once there is something to measure, AI visibility metrics covers the six numbers and which two are worth a target.