Yes, the shift is real, but much of AEO is ordinary SEO with a new scoreboard. AI tools now write answers from web pages, and brands want to be named in them. Google says optimizing for its AI search is still SEO and lists AEO tactics you can ignore. What helps: useful pages, clear answers, real sources and measurement.
Answers now sit above the links. Google's AI Overviews and AI Mode pull pages from Google's index and send several related searches at once, which Google calls retrieval-augmented generation and query fan-out (Google's guide). ChatGPT has a search mode that can cite web sources, according to OpenAI.
Measurement is new too. Google announced Search Console's Generative AI performance report on June 3, 2026, and as of August 31, 2026 it is available to all websites. It shows impressions in AI Overviews and AI Mode by page, country and device.
So the goal has shifted for many searches: from earning a click to being named or linked inside the answer.
Google's guide to optimizing for generative AI search was published in May 2026 and last updated on July 10, 2026. It says: "From Google Search's perspective, optimizing for generative AI search is optimizing for the search experience, and thus still SEO." It lists five things you can ignore for Google Search:
That covers Google Search only. It does not tell you what ChatGPT does. Google also tells site owners to check third-party AEO and GEO advice against its official guidance.
The OpenAI pages we read cover access and tracking, not a ranking formula. OpenAI says any public website can appear in ChatGPT search, asks you not to block OAI-SearchBot if you want your content in summaries and snippets, and says ChatGPT adds utm_source=chatgpt.com to referral links so you can see the traffic. Its crawler page recommends allowing OAI-SearchBot in robots.txt and says robots.txt changes can take about 24 hours to take effect for search.
Thin, and much of it comes from sellers. Most of the guides we found are written by companies that sell AEO tools or services. The best public test we found is the GEO paper (Aggarwal et al., KDD 2024). On its benchmark, adding citations, quotations from credible sources and statistics raised a visibility measure by roughly 30 to 40 percent, and keyword stuffing gave little to no gain. It tested a research setup and Perplexity.ai, not ChatGPT or Google.
A separate SparkToro study found that AI tools almost never repeat the same list of brands, so single checks mislead. Its author still judged visibility across many runs to be a reasonable metric. Here is how the common tactics stack up:
If your buyers ask AI tools for recommendations, yes, but as part of normal SEO and content work, not as a separate budget. Be careful with anyone who sells AEO as a different job. Our guide to AEO agency vs in-house vs platform covers the buying side, and the guide to AEO content structure covers the page side.
Mergeflo is an autonomous SEO platform for startups. It finds search gaps and buyer questions, drafts briefs and articles (SEO or AEO style) in your brand voice, adds FAQ schema when an article is published, and publishes to Webflow when you press Publish. It tracks your Google clicks and positions, and on paid plans a weekly scan asks ChatGPT, Gemini and Claude your buyer questions and records whether your brand is mentioned, cited or recommended. It does not check Perplexity or Google AI Overviews, and it does not promise rankings or citations.
Yes, as a name for making pages work for AI-written answers. Google and OpenAI both run AI search features that cite web pages. But Google says optimizing for its AI search is still SEO, so treat AEO as an extension of good SEO, not a separate trick.
AI search tools retrieve pages, pick passages and write an answer that may cite them. AEO makes your pages easy to retrieve and quote: a clear answer near the top, real sources, a crawlable page, and facts that match across the web. No one can promise a citation.
Yes. Link primary sources next to the claims they support. It helps readers check you, and a research paper found that adding citations, quotations and statistics raised a visibility measure in its tests. That paper did not test ChatGPT or Google, so it is a hint, not a promise.
Google says structured data is not required for its generative AI search and that no special schema.org markup is needed. FAQ rich results stopped appearing in Google Search on May 7, 2026. A visible FAQ still helps readers. If you add markup, make it match the visible text.
Use Search Console's Generative AI performance report for impressions in Google's AI features. For ChatGPT and other tools, run a fixed list of buyer questions on a schedule, repeat each one, and log mentions and links. Answers vary from run to run, so watch the trend.
