How AI decides which products to recommend, with Boris Robles-Slyusar
Being visible in AI search and being recommended by it are two different outcomes. Boris studies how products get ranked, and we break down what happens when an AI engine builds a shortlist.
Chapters
Who is Boris Robles-Slyusar?
Boris Robles-Slyusar is a marketer and a doctoral student in Information Technology at Arizona State University. His research looks at product rankings and the marketing tactics behind them, which in practice means reverse engineering why one product gets ranked above another. He went back for the doctorate while working as a marketer.
How does AI decide which products to recommend?
AI engines build a shortlist from what the web says about a product, and that list is different from what ranks on Google. An Ahrefs study found that only 12% of URLs cited by ChatGPT, Gemini and Copilot also rank in Google's top 10 for the same prompt, so a strong Google position tells you little about whether AI will name you.
That's why a brand can be cited in Google AI Overviews while missing from page one. The part I keep coming back to is the shortlist: when a buyer asks an AI engine what to buy, the decision is made the moment that list forms. If you're mentioned in the answer but not on the list, you lost the deal before anyone visited your site.
Key takeaways from Boris's episode
- Visible isn't recommended. Showing up in an AI answer and being the product it tells the buyer to pick are different outcomes. Only the second one moves pipeline.
- Google rank and AI citations barely overlap. Only 12% of URLs cited by ChatGPT, Gemini and Copilot rank in Google's top 10 for the same prompt.
- AI search leads convert. We get into why AI search may be the most valuable channel right now, with better CAC and better LTV.
- Entity consistency comes first. Your brand has to be described the same way everywhere AI looks before the rest of the work pays off.
- Build an answers page. Collect 30 to 50 real buyer questions and answer them on one page AI can cite, like our Arobis AI answers page.
- AI agents are starting to buy. A real example of a Claude agent booking a flight, and what it means for how software gets chosen.
