AEO isn't instant, but it's faster than classic SEO. The order in which different assistants start citing you is consistent, and you can engineer for the fastest wins first. Here's the realistic timeline.
Why Perplexity moves first
Perplexity surfaces 4–8 citations per answer and weights structure heavily. A well-structured page on a domain Perplexity already indexes can be cited within days of publishing. This is the fastest visible AEO win in most engagements.
Why Google AI Overviews lag
Overviews pick from Google's existing top-10 results. If you don't rank on page one, you won't appear in Overviews. So Overview visibility is gated by classic SEO timelines for new pages — usually 8–12 weeks before you're competitive.
Why ChatGPT varies most
ChatGPT browsing pulls from Bing plus its own scoring. Time-to-citation depends on Bing indexing speed, your entity strength, and topical relevance. With strong foundations, 4–6 weeks; from a cold start, 8–12.
What to do in the first 90 days
Days 1–30: ship entity and schema foundations, pick a 30-prompt panel, publish your first cluster. Days 31–60: track weekly, iterate the pages that aren't getting cited, expand the cluster. Days 61–90: scale the cluster, add a second topic, ship case-study and FAQ content.
Frequently asked questions
Why is Perplexity fastest?
It cites more sources per answer and weights structure heavily — a well-formatted page wins quickly.
Can AEO results regress?
Yes. If you stop publishing or your competitors out-ship you, citations drop. Steady cadence matters.
What's the minimum cadence?
One well-structured pillar piece per week plus monthly refresh of your top 10 pages.