How can I tell which competitors AI recommends most?

Ask the assistants your buyers’ open questions several times each, across ChatGPT, Perplexity and Gemini, and tally which names appear and how often. The competitors that come up most consistently are the ones the models treat as the default recommendation.

Does AI recommend the best product or the best-known one?

Neither exactly, it recommends the best-described, most-cited source it found. A competitor with a stronger article, ranking or set of reviews can be recommended over a better product that’s poorly documented online.

How do I find out why AI prefers my competitor?

Look at the sources the assistant cites when it names them, usually a specific ranking, review site or comparison. Recurring citations show you where the competitor is winning and where you need to appear.

Can a competitor pay to be recommended by ChatGPT?

Not through classic ads today, ChatGPT’s recommendations aren’t paid placements, though OpenAI is testing ad formats. A competitor showing up more often is doing it through organic signals: mentions, reviews and content the model trusts.

How do I know if AI chatbots recommend my competitors instead of me?

To find out whether AI chatbots recommend your competitors instead of you, ask ChatGPT, Perplexity and Gemini the buyer questions your customers ask and record who gets named. If a competitor keeps coming up and you don’t, it usually isn’t because their product is better, it’s because they have a better-described, more-cited source that the model found.

This is the uncomfortable version of “does AI recommend me?”. It’s not just whether you show up, it’s who shows up in your place. And because an AI answer names only two or three options, a competitor being recommended is the same as you being invisible to that customer, at the exact moment they’re deciding.

Key takeaways

Test it directly: ask the assistants your buyers’ questions and log which competitors get named instead of you.
AI recommends the best-described source, not the best product, a competitor’s better article or ranking often explains the gap.
Check the citations. The sources the assistant links for a competitor show you exactly where they’re winning.
Results differ by engine, so a competitor may dominate ChatGPT while you hold Gemini, test all of them.
Once you see the gap, close the source gap: earn mentions in the same places, then measure whether your share improves.

How do I find out if AI recommends my competitors?

Open each assistant with web search on and ask as a customer who doesn’t know anyone in the market yet. Don’t name your brand or a competitor, ask the open question a buyer would:

“Which companies do you recommend for [service]? Name specific ones.”
“I need [product] for [type of customer]. What do you recommend and why?”
“Who are the best providers of [category], and what makes each stand out?”

Run each question several times in fresh sessions and write down which names come up, in what order, and how often, for you and for each competitor. Repeat across ChatGPT, Perplexity and Gemini. After a dozen runs you’ll have a clear picture: who the assistants treat as the default recommendation in your category, and where you sit relative to them.

Why does AI name a competitor and not me?

The key mechanism: AI doesn’t recommend the best product, it recommends the best-described source it found. A competitor doesn’t need a superior service to win the mention. They may just have a stronger article, a spot in a “best of” ranking, or more reviews that the model ran into and trusted.

That’s deflating for the ego and encouraging for strategy, because a source gap is something you can close. It’s far more actionable than “their product is better”, which usually isn’t even the real reason.

How do I see which sources AI cites for my competitors?

When an assistant names a competitor, look at what it cites. Most will link or reference the sources behind the recommendation, a specific ranking, a review site, an industry directory, a comparison article. Those citations are a map of where your competitor is winning and you’re absent.

Note the recurring sources. If the same ranking or review site keeps feeding a competitor’s mentions and you’re not on it, you’ve just found a concrete, ready-made target, no guesswork required.

What should I do once I know a competitor outranks me?

Turn the gap into a to-do list:

Earn mentions in the same sources, get listed in the rankings, directories and review sites the assistants cite for your competitor.
Publish content that answers the buyer question directly, “how to choose X”, “X vs Y”, “how much does Z cost”, so the model has a strong source pointing to you.
Make your own pages easy to understand with clear structured data, so AI correctly grasps what you do.
Measure again after each change, per engine, to confirm your share of recommendations is actually rising.

That’s the gap CiteLyzer is built to close: it tracks who gets recommended in your place across ChatGPT, Perplexity, Gemini and Google AI Overviews, and which sources they’re cited from.

From my own experience

When I started tracking my own category, the uncomfortable part wasn’t the absence, it was seeing the same two or three competitor names come back run after run while mine didn’t. What made it useful rather than just deflating: the assistants kept citing the same handful of roundups and directories for those names, and none of them listed me. That turned a vague “they’re winning” into a concrete list of places I needed to get into.

Piotr Czerwiński · Founder, CiteLyzer & HiddenJobs