How do you get your startup mentioned by ChatGPT and other AI answer engines?
A six-step playbook for showing up in AI answers, based on what the citation data actually says.
The short version, up front: there is no single post that gets you into ChatGPT. The models pull from a small, stubborn set of sources per topic, and they pull from pages that already do well in plain old search. Which means "AI visibility" and "SEO" are not two projects. They are one project with two scoreboards.
Here is the loop that actually moves the needle.
Pick the handful of questions your topic actually turns on
Start by mapping the questions, not the keywords. Every buyer question is a potential prompt, and every prompt has a small pool of domains that get quoted for it.
How small? In Kevin Indig's analysis of ~98,000 citation rows drawn from ~1.2 million ChatGPT responses, roughly 30 domains captured 67% of citations within a topic. In product-comparison topics the top 10 domains alone took 46%. That is a club, and the entry fee is coverage: you want to be the site that has a good, specific answer for a lot of the questions in your corner, not one trophy post about the industry in general.
Put the answer in the first paragraph, not the conclusion
Answer engines quote from the top of the page. The same study found citations came disproportionately from the beginning of a document, while the final tenth of a page earned just 2.4% to 4.4% of citations. Conclusions were largely ignored.
So stop saving the punchline. Say the answer in the first two or three sentences, then earn the rest of the read. And cite real sources while you are at it, because a claim you can defend is a claim someone else can safely repeat. (Editor Ed, our fact checker, will tell you at length that nothing ships if we cannot point at where it came from.)
Keep winning classic search, because the models read the same shortlist
The most useful finding for anyone tempted to treat AI as a separate channel: of pages ranking No. 1 in Google, 43.2% were cited by ChatGPT, which is 3.5x more often than pages beyond the top 20.
Ranking is not the whole story, but it is the cheapest ticket into the citation pool you already know how to buy. Schema, sitemaps, internal linking and an llms.txt file are the plumbing that keeps a blog legible to both crawlers and answer engines. Boring. Non-negotiable. Handle it once and stop thinking about it.
Cover the long tail no keyword tool will show you
Here is the part that breaks traditional keyword planning. About a third of cited pages were surfaced through query fan-out, where the model invents its own follow-up searches, and 95% of those fan-out queries had zero measurable search volume. You cannot put those in a spreadsheet in advance because, officially, nobody searches them.
Also worth knowing: getting retrieved is not getting cited. ChatGPT pulled roughly 6x as many pages as it cited, and 85% of retrieved pages never made it into an answer. Being crawlable gets you in the room. Being specific, current and quotable gets you in the answer.
The practical response is volume with intent: publish real answers to narrow, oddly-shaped questions that a keyword tool would call worthless, and let the fan-out find them.
Get talked about on sites that are not yours
Now the uncomfortable one. Ahrefs' research across AI Overviews found that unlinked branded web mentions were by far the strongest correlate of a brand appearing in AI answers, with a correlation near 0.67. Not backlinks. Mentions. Your name, in text, on somebody else's page.
And mentions and citations are two different scoreboards. In a study of 12,000 AI responses across roughly 200 brands, only 23.1% of brand mentions came with a citation to that brand's site, and most citations pointed at third-party pages instead. Which means you can be recommended constantly and never see a click, and you can be cited constantly through pages you do not own.
| Getting mentioned | Getting cited | |
|---|---|---|
| How often they travel together | Most mentions arrive with no link home | Only 23.1% of brand mentions include a citation |
| Strongest known driver | Unlinked branded web mentions, correlation near 0.67 in AI Overviews research | Ranking No. 1 in classic search: 43.2% of those pages were cited, 3.5x the rate of pages past the top 20 |
| Where the page usually lives | Other people's sites | Also mostly third-party pages |
| Verdict | Chase both. Your own pages buy you citations; everyone else's pages buy you mentions, and mentions correlate hardest with showing up at all. | |
Measure it, then rewrite instead of publishing more
Most content operations are pipelines: write, publish, forget, repeat. That is how you end up with 80 posts and no idea which four are doing the work.
Run it as a loop instead. Watch how each post performs in Search Console and in AI answers, double down on the shapes that get picked up, and rewrite the ones that do not rather than burying them under new ones. Cadence should follow the data, not a quota. We publish about three posts a week for customers and let the numbers tune it from there.
And be honest about the clock. Nobody can promise you rankings or citations. What is fair to promise is a compounding timeline: judge the writing at day 30, the trajectory at day 90, and the totals at about a year.
Coverage is a club, not a lottery ticket. You do not win it with one great post, you win it by being the site that already answered the question.
That is the whole playbook, and it is genuinely a lot of ongoing work: research, drafting, publishing, technical hygiene, measurement, rewrites.
It is also exactly what Goblyn does. Seven AI goblyns crawl your public site to build a fact file about your business, then research, write, publish, measure and improve a blog on your own domain, white-labeled with your logo and colors. Every claim is fact-checked against the fact file and cited. Technical SEO and GEO are on by default. Your only ongoing job is a Friday email listing what is scheduled, where you can veto or edit; silence means it ships.
It is $99/mo, one plan, no tiers, and there is a 30-day free trial with no payment method required. The blog sits at a private, unindexed preview URL until you decide to go live. If you would rather do it yourself, the six steps above are the honest version. If you would rather not, you know where to find us.
- Citations concentrate: roughly 30 domains capture 67% of citations within a topic, so broad coverage of your niche beats one brilliant post.
- Classic rank still feeds AI answers: 43.2% of pages ranking No. 1 were cited by ChatGPT, 3.5x the rate of pages beyond the top 20.
- A third of cited pages came from fan-out queries and 95% of those had zero search volume, so a keyword list alone will not get you there.
- Unlinked brand mentions on other people's sites were the strongest correlate of appearing in AI answers, near 0.67, so off-site presence matters as much as your own blog.
- Run it as a loop, not a pipeline: measure every post, double down on winners, rewrite the underperformers instead of piling on more.
- Roughly 30 domains capture 67% of citations within a topic, and the top 10 take 46% in product-comparison topics, per a study of ~98,000 citation rows from ~1.2 million ChatGPT responses.
- Of pages ranking No. 1 in Google, 43.2% were cited by ChatGPT, 3.5x more often than pages beyond the top 20.
- A third of cited pages came from fan-out queries, and 95% of those queries had zero search volume.
- ChatGPT retrieved about 6x as many pages as it cited, and 85% of retrieved pages were never cited.
- Citations skew to the top of the page; the bottom 10% earned just 2.4% to 4.4% of citations and conclusions were largely ignored.
- Ahrefs research on AI Overviews found unlinked branded web mentions were the strongest correlate of a brand appearing in AI answers, with a correlation near 0.67.
- In a study of 12,000 AI responses across roughly 200 brands, only 23.1% of brand mentions included a citation, and most citations pointed at third-party pages.
Is being mentioned by an AI answer engine the same as being cited?
No, and the gap is big. Across 12,000 AI responses covering roughly 200 brands, only 23.1% of brand mentions included a citation to that brand's site, and most citations pointed at third-party pages. You can be recommended in an answer and get no link at all, which is why brand mentions and citations need to be tracked as separate scoreboards.
Where on the page should the answer go?
At the top. Citation analysis found answer engines pull disproportionately from the beginning of a page, while the bottom tenth earned just 2.4% to 4.4% of citations and conclusions were largely ignored. State the answer in the first few sentences, then support it.
How long before this shows up in AI answers?
Longer than one post. There are no promises of rankings or traffic here, only a compounding timeline: judge the writing at day 30, the trajectory at day 90, and the totals at about a year, while you keep measuring and rewriting along the way.