The short answer
Live retrieval can name you within weeks of a page being crawled and indexed. Model memory takes months, because it depends on training cycles you do not control. Expect crawler activity in days, first citations in weeks, and consistent presence across many questions in three to six months.
The two clocks
When an assistant answers a question it either recalls what it learned during training, or it runs a live search and reads pages in the moment. These are different mechanisms with different timescales.
Live retrieval is fast. Once a page is crawled and indexed, it becomes eligible immediately. A genuinely good answer page can be cited within weeks of publication, sometimes sooner.
Model memory is slow. Getting into what a model knows without searching requires your content to be present when that model is trained, which happens on a cycle measured in months and is entirely outside your control. This is the durable kind of visibility and it cannot be rushed.
The practical consequence: aim your early work at live retrieval, because that is where the fast feedback is, while knowing the slow clock is running in the background.
A realistic month by month
Days one to fourteen
Crawler access is fixed and the first AI crawler hits appear in your server logs. This is the earliest real signal and it confirms the door is open. Nothing user-visible happens yet.
Weeks two to six
New answer pages get indexed. Retrieval assistants like Perplexity, which lean hardest on live search, are usually the first to cite you. Expect your first citation on your narrowest, most specific question rather than your most valuable one.
Months two to four
Citations spread across more questions as more pages accumulate. Entity work starts to pay, and assistants begin naming you rather than only linking you. Outside mentions earned early start showing up in what the models retrieve.
Months four to six and beyond
Consistent presence across most of your buyer questions, and the first signs of recall without a live search. This is the point at which visibility starts defending itself.
What makes it faster or slower
- Starting position. A site already indexed and trusted moves much faster than a new domain, because retrieval already has something to work with.
- Whether access was the blocker. If crawlers were blocked, unblocking them can produce a step change quickly, since the content was always there.
- Specificity. Narrow questions get answered sooner than broad ones. Competing for the widest term in your category is the slowest possible starting point.
- Publishing rate. Consistency beats bursts. A steady rate of genuinely useful pages compounds. Ten pages in one week then nothing for four months does not.
- Corroboration. Outside mentions are the slowest input and the one that most changes the ceiling, so start them early even though they pay late.
The mistake that wastes the most time
Judging it too early, on the wrong question. People check the biggest, most competitive question in their category during week two, see a competitor, and conclude it does not work.
Measure the narrow questions first, because that is where movement appears first, and measure on a schedule rather than on impulse. A single reading tells you almost nothing. Ten readings over ten weeks tell you whether you are climbing.