Why some AEO fixes are fast and others are slow
The speed of an AEO fix depends on which layer it touches. The on-page layer, what your own pages say and how they are structured, gets re-read whenever an assistant retrieves live information, so changes there surface fast. The trust layer, third-party reviews and citations, and the deep model-knowledge layer take weeks to months because other people have to publish and models have to re-read the web. So the honest answer to improve AEO fast is: attack the on-page layer now, and start the slow layers in parallel so they land later. The full timeline is in why it is so hard to show up in AI.
The five fastest-moving fixes, in order
Ship these this week. First, answer the exact question in the first paragraph: assistants lift direct, self-contained answers, so put the answer before the preamble on your key pages. Second, add FAQ and organization schema: it makes your content machine-parseable, and most sites are missing it, so it is a fast differentiator. Third, fix fact contradictions: mismatched pricing, hours, or descriptions across your site and directories lower an assistant's confidence in recommending you, and cleaning them is a same-day task with an outsized effect. Fourth, publish an llms.txt file pointing crawlers at your best pages, five minutes with our free generator. Fifth, cover your two or three highest-intent buyer questions with pages that answer them plainly. Every one of these is on-page, which is why they move within a refresh cycle rather than a quarter. The full playbook is how to get recommended by AI.
Measure the speed, do not guess it
Fast does not mean instant, so measure so you can see the movement and not panic. Baseline your answer-engine visibility today with the free , ship the five fixes, and re-check on a weekly cadence: on-page changes typically show within one to two assistant refresh cycles. If a moment flips in your favor with your page among the cited sources, that fix worked; if nothing moves after three weeks on a page you rewrote well, the constraint is the trust layer, not the page, and that is a slower, links-driven fight covered in how much to spend on GEO and AEO. Speed comes from doing the on-page layer first; sustainability comes from starting the slow layer the same week.