Real questions people ask about getting cited by AI, answered first-hand instead of with recycled consensus. A living page: a question earns a slot here only when I have a genuine, falsifiable answer to it. Three to start. See the companion GEO Field Manual for the full playbook.
Answer Engine Optimization is full of confident advice and very few receipts. These are the questions practitioners actually argue about, answered from a site I took from zero to roughly 1,800 AI citations, with the levers named and the limits stated. Every claim here is something you can test yourself.
Is anyone seeing actual results from AEO?
Yes. On a property built from scratch, AEO took it from zero to about 1,800 AI citations in roughly 120 days. But the useful part is not the number, it is which moves produced it and which did nothing.
Three levers moved the needle, in order of impact. First, get into the index each engine actually reads: ChatGPT retrieves from Bing, not Google, so importing into Bing Webmaster Tools and turning on IndexNow was the single fastest unlock, new pages were picked up in days. Second, ship content as server-rendered HTML: the major AI crawlers do not execute JavaScript,1 so a client-side-rendered page reads as blank to them. Third, write liftable, answer-first passages, so a model can quote one self-contained paragraph without the rest of the page.
What did not move it: llms.txt (worth adding as cheap hygiene, but I have no evidence it changed a single citation) and chasing Google AI Overviews, which is the slowest surface to budge. So if you are "doing AEO" and seeing nothing, the cause is almost always one of two things: you are not in Bing, or your content renders client-side and the crawler sees an empty page. Test it in ten seconds, disable JavaScript, reload, and read what is left. That is what the AI sees.
Why do some websites get cited consistently by AI while others don't?
Because citation is a different contest than ranking, and the consistently-cited sites win four specific things, none of which is "authority" in the Google sense. I have watched pages that rank well in Google get ignored by every AI engine, and thin pages get quoted constantly. The pattern, in order:
- They are in the right index. ChatGPT cites from Bing; Claude's citations overlap Brave's top results about 87% of the time.2 Most "invisible" sites are simply not in those indexes, so nothing downstream matters.
- Their passages are liftable. The cited paragraph stands on its own, answer-first, roughly 120 to 180 words, quotable without the surrounding page. About 44% of citations come from the first third of the page,3 so a buried answer rarely gets pulled.
- They have information gain. They state something only they can: first-party data, an original number, named experience. A model cites the cheapest correct source, and original beats paraphrase.
- They are corroborated off-site. Brand mentions correlate with AI visibility about three times more strongly than backlinks,4 and brands are roughly 6.5 times more likely to be cited through third-party sources than through their own domain.5
Sites that "rank but never get cited" almost always fail #1 or #2. Fix the index coverage and the passage shape first; they are the cheapest wins and they gate everything else.
What should an AI-visibility tool actually do?
Most of them measure the wrong thing. They track your "share of voice" in AI answers, a vanity number that reports the symptom and never the cause. Knowing you appear in 6% of ChatGPT answers for your topic does not tell you why, or what to change next.
A tool worth paying for would diagnose, in this order:
- Index and crawl truth. Are you actually in Bing and Brave, and can the bots read your HTML without running JavaScript? This disqualifies most sites and almost no tool checks it.
- AI-crawler log monitoring. Surface real OAI-SearchBot, Claude-SearchBot, and PerplexityBot hits from your server logs. Crawler visits are the leading indicator; citations follow. It is the signal I watch first.
- Passage-level citability. Flag the paragraphs that are not self-contained or answer-first, the ones a model cannot lift.
- Off-site mention tracking. Where you are mentioned across third-party sources, because that dominates citation more than anything on your own domain.
- Per-engine citation tracking with the actual cited URL, not just "your brand was mentioned."
A good tool tells you the cause and the fix. I run my own server-log monitoring rather than buy one, because most tools stop at the vanity dashboard. If a tool only shows share-of-voice, it is a scoreboard, not a mechanic.
Why this page grows slowly, on purpose
These questions are pulled from real AEO and SEO discussions, but a question only earns a place here when I can answer it with something first-hand, not a paraphrase of consensus. I would rather publish ten answers worth quoting than a thousand that are not, which is also the entire point of information gain: the web does not need another page restating what everyone already said. If you have a question that belongs here, it will appear the day I have a real answer to it.
Sources
- Vercel, "The Rise of the AI Crawler" (analysis of 500M+ GPTBot fetches; no JavaScript execution observed). vercel.com/blog/the-rise-of-the-ai-crawler.
- Profound research via Search Engine Land: Claude's citations overlap Brave Search's top organic results about 86.7% of the time. searchengineland.com.
- Kevin Indig, Growth Memo (Feb 2026): 44.2% of citations come from the first 30% of the text, across 18,012 citations. growth-memo.com.
- Ahrefs, brand-visibility correlation across 75,000 brands (2025): brand web mentions ~0.66 vs backlinks ~0.218. ahrefs.com.
- AirOps (Oct 2025): brands are roughly 6.5 times more likely to be cited through third-party sources than via their own domain.
Most of these are vendor studies, not peer-reviewed; they are named and dated so you can weight them yourself. The citation count is my own first-party measurement. Related, deeper on this site: the full GEO Field Manual and treating a website as AI infrastructure.