Glossary

AI recommendation

An AI recommendation is when a conversational assistant explicitly advises the user toward a brand — beyond a simple mention — in response to a question like "what would you recommend for..." or "what's the best option for...".

Not all mentions are recommendations: an AI can cite a brand in passing without actively advising it. A recommendation implies a clearer choice — the AI takes a stance, which weighs more heavily on the user's decision than a plain neutral citation.

Understanding why an AI recommends a competitor instead of you often means examining the same criteria it does: clarity of the offer, freshness of available sources, consistency of information found on the web. That's the topic of our guide dedicated to competitors recommended in your place.

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