How long before my business shows up in AI answers?
Weeks for a published page to become retrievable and quotable. Three to six months for coverage that holds across several engines and across questions you did not specifically target. The first movement is faster than most people expect and the durable version is slower, because durability depends on sources other than your own website. Nobody can give you a guaranteed date, and the ones who do are the ones to avoid.
By Liron Segev. Last updated August 2026.
Figures on this page are from our own research, not industry estimates: 4,291 answers collected between 28 April and 10 August 2026 across ChatGPT, Claude, Gemini and Perplexity, and 60 businesses across 41 niches tested between 3 June and 14 August 2026. Method, sample and limitations.
What moves, and when
A new page becomes retrievable
Once published and indexed, an engine that browses can find and quote it. This is the fastest thing on the list and the least durable, because it depends on nothing but the page existing.
You start appearing on your narrowest questions
The specific, low-contest questions go first. Long, awkward, local, unglamorous. These are exactly the questions competitors ignore and buyers actually ask.
Coverage across engines rather than one
Appearing in Perplexity within weeks and ChatGPT much later is the normal pattern, not a fault. The stricter the engine, the longer it takes and the more corroboration it wants.
Recognition that survives questions you did not target
The point where the engines associate your business with a subject rather than with individual pages. This is the durable version and it cannot be rushed, because it depends on sources that are not you.
Being added to a model's training data
Fixed when the model was built and not editable by anyone. Any timeline offered for this is fiction.
Three things that decide your timeline
How contested your category is. Across the 60 businesses in our visibility study, two thirds of answers named no business at all. If that describes your category you are not fighting anyone, you are just first, and first is fast. If two competitors already own the answers, it is slower and you will be taking questions off them one at a time.
Which engine you are watching. The spread is wide enough to change the whole judgement. ChatGPT names a business in 21% of answers against Perplexity's 33%, and cites 1.8 sources against Perplexity's 9.9. Measuring only ChatGPT will make a working programme look like a failed one for months.
Whether anything except you mentions you. This is the real rate limit. Publishing is under your control and can happen this week. Corroboration is not under your control and accumulates at its own pace, which is precisely why it counts for so much.
Four things that speed it up, and one that cannot be rushed
Start with the narrow questions. The instinct is to go after the big obvious one, which is also the one every competitor has covered. Long, specific, awkward questions have almost no competition and they convert better, because someone asking a very specific question is much further along than someone asking a general one.
Fix your identity before publishing, not after. An afternoon of making your name, category and description consistent everywhere pays back across every page you will ever publish. Doing it afterwards means the early content spent months working against a handicap you had already been told about.
Publish where you already have credibility. An answer on an established domain with existing history gets picked up faster than the same answer on something new. If you have a site with any age on it, that is where this belongs, not on a fresh microsite built for the purpose.
Answer in one place, not five. Splitting one question across a blog post, a FAQ entry and a service page section gives an engine three partial answers to choose between instead of one good one. Consolidation is usually faster than addition.
And the one that cannot be rushed: corroboration. Mentions from sources other than you accumulate at their own pace and are largely outside your control, which is exactly why they count for so much. Any offer to accelerate this part is an offer to buy something that only works while it looks unbought.
What to check at 30, 60 and 90 days
At 30 days. Are the answers published and indexed. Is your business identity consistent everywhere an engine would check. Do you appear on any of your narrowest questions in any engine. This is a check that the work is happening, not a check that it is working.
At 60 days. Appearances on the low-contest questions, in at least one engine. If literally nothing has moved by here, stop and re-examine the question list before publishing anything else. Nine times out of ten the problem is that the questions were chosen from keyword tools rather than from buyers.
At 90 days. Presence across more than one engine, and appearances on questions adjacent to the ones you targeted rather than only the exact ones. That second signal is the one worth waiting for. It means the association is with your business and the subject, not just with a page.
Promises that should end the conversation
- ×A guaranteed number of days to first citation
- ×A promise about ChatGPT specifically, which is the strictest engine and the least predictable
- ×Any offer to get you into training data
- ×A guaranteed share of voice or a guaranteed position
- ×A timeline quoted before anyone has looked at your category
None of these are controllable by anyone selling you anything. The engines decide what they retrieve and who they name, they change how they do it without notice, and no vendor gets a say. A confident date is a sales tactic, not a forecast, and it is worth asking what happens contractually when it passes.
The related question worth asking at the same time is what you keep if you leave. A long timeline and a system you do not own is the combination that costs the most.
Related questions
How long does AEO take to work?
Weeks for a published page to become retrievable and quotable, and three to six months for coverage that holds across multiple engines and questions you did not specifically target. The first movement is faster than most people expect and the durable version is slower, because durability depends on corroboration from sources other than your own website.
Can anyone guarantee I will appear in AI answers?
No, and the guarantee is the warning. Nobody controls what an assistant retrieves or names, the engines change behaviour without notice, and results vary by category and by competition. Anyone offering a guaranteed citation, a guaranteed position or a guaranteed date is either misunderstanding the mechanism or counting on you not to check.
Why do I show up in Perplexity but not ChatGPT?
Because they are not equally generous. Perplexity names a specific business in 33% of answers and cites an average of 9.9 sources, while ChatGPT names one in 21% of answers and cites 1.8. Being one of several acceptable sources is enough for Perplexity and close to irrelevant for ChatGPT. Appearing in one and not the other is a normal stage, not a failure.
What should I expect after 30 days?
Published answers indexed, your business identity consistent across the places engines check, and early appearances on your narrowest and least contested questions. What you should not expect at 30 days is broad coverage or presence in the strictest engines. If nothing at all has moved by 60 days, the problem is usually question selection rather than time.
Does it happen faster if I publish more?
Only up to a point, and only if the extra content answers questions buyers actually ask. Publishing more on subjects nobody searches does not accelerate anything. The rate limit is rarely how fast you can produce pages; it is how many real buyer questions exist and how well each one is answered.
What happens if I stop after six months?
Published pages keep working for a while and then quietly decay, because the engines change what they retrieve and how they attribute it and your setup stops matching. There is no alert when this happens. The decline shows up as a slow reduction in mentions that nobody notices until someone runs the check again.
Other questions buyers ask
Find out where you actually show up
The free scan runs your business against ChatGPT, Claude, Gemini and Perplexity and shows you which buyer questions you appear in and which ones a competitor owns.