Most advice about getting cited by AI engines is a list of things that sound right. Every item below comes with the measurement behind it. Most of the numbers come from our study of 3,531 answers across seven engines, which covered questions about AI visibility software over 30 days. The rest come from primary sources, linked at the foot of the page.
1. Get into the roundups the engines already read
The evidence: among the 100 most-cited sites in our study, 74 were roundups, and roundups took 67.1 percent of those sites' citations.
"Best X tools" and "X alternatives" pages are the single largest source the engines draw on. Find the roundups cited for the questions your buyers ask, and ask their authors to include you, with a reason that fits their page.
2. Treat each engine as its own channel
The evidence: ChatGPT's five most-cited sites and Grok's five most-cited sites had nothing in common. Perplexity cited 20.2 sources per answer and Gemini 3.5.
There is no single "AI search" to optimise for. An engine that reads twenty sources is looking for different things from one that reads three. Check each engine's answers to your questions separately, then work the sites that engine reads.
3. Put your price in the HTML
The evidence: two of the nine AI visibility vendors we tested gave a crawler no readable price. One loads its prices with JavaScript, and Vercel and MERJ found that the major AI crawlers do not run JavaScript.
If a buyer asks an engine what you cost and your page cannot answer, the engine quotes whoever else wrote a number down. Fetch your pricing page with curl and look for the figure in the output.
4. Make your name impossible to misread
The evidence: asked for "best Profound alternative", Perplexity cited eight alternative-rock music sites 183 times, reading "alternative" as a music genre. Asked for "best Otterly AI alternative", Perplexity, Gemini and Google AI Mode cited roundups about Otter.ai, a transcription app, 113 times.
A generic word in the question, or a name close to another product's, lets the engine answer a different question. Put the category next to the name in titles, headings and descriptions, and title alternatives pages with the category: "Profound alternatives for AI visibility tracking" leaves less to guess than "Profound alternatives".
5. Show up where Google's engines look first
The evidence: YouTube was the most-cited site for both Google AI Overviews (371 citations) and Google AI Mode (159), and Reddit was in the top three for both.
For Google's answers, a clear video that names your product and your category can matter more than another article on your own site. So can a useful, disclosed answer in the right Reddit thread.
6. Publish comparison pages on your own site
The evidence: all five of ChatGPT's most-cited sites belong to vendors in the category. In our own case, ChatGPT accounted for 25 of the 28 citations to our comparison index and all 23 to our AthenaHQ alternatives page.
ChatGPT will cite a vendor's own comparison and alternatives pages. Write them for the exact comparisons buyers ask about, with facts they can check.
7. Head the page with the question
The evidence: our most-cited guide carries a buyer's literal question as its headline: "Which AI visibility tool includes Google Search Console?" ChatGPT and Gemini cited it 21 times between them.
That is one page, not a law. But a page headed with the question is an easy match for an engine answering that question.
8. Let the search crawlers in
The evidence: OpenAI states that sites opted out of its OAI-SearchBot crawler "will not be shown in ChatGPT search answers".
Check that your robots.txt does not block the AI engines' search crawlers. Blocking a model-training crawler is a separate choice; OpenAI documents the two as independent settings.
9. Write under a name, and say who you work for
The evidence: Tim Soulo, who works at Ahrefs, writes first-person posts on Medium such as "Peec AI alternatives: why I think Ahrefs Brand Radar is the better choice". Medium pages were cited in answers to "best Peec AI alternative" in our study. LinkedIn took 228 citations, and the LinkedIn pages cited include individuals' own articles, such as a post on Peec AI alternatives.
A named person openly arguing for a product, in the first person, is a format the engines cite. Hiding who you work for gains nothing, and saying it is what lets a reader weigh the argument as an argument.
10. Measure by engine, not in aggregate
The evidence: ChatGPT cited Cituna in 132 of its 552 answers. Perplexity, Claude and Grok each cited it once.
A single visibility score averaged across engines would have described none of them. Track each engine's answers to each question separately, so you can see which one is working and which six are not. That per-engine view is what Cituna, built by the team behind this site, is designed to show.
Correction
23 September 2026: items 1 and 4 now use the corrected figures from our study, recomputed from each engine's own 100 most-cited sites. Roundups' share rose from 52.5 percent to 67.1 percent, and the Otter.ai count rose from 96 to 113 citations. Item 4 also now says what the engine misread in the "best Profound alternative" case: the word "alternative", not the name.