02 · AI-Mediated Discovery

AI Recommendation

When an AI system puts a brand forward as an option worth considering.

Aingworth Concept

Full explanation

An AI recommendation happens when an AI system identifies a brand, product, or source as relevant to what someone needs and includes it among the options it presents. A brand can be visible without being recommended.

Why this matters

Mention and recommendation are different commercial events. Being named in passing and being put forward as the answer produce very different outcomes, and only one of them wins work.

Where this sits

AI Recommendation belongs to AI-Mediated Discovery, one of the seven layers of the Aingworth Glossary. The larger shift Aingworth is talking about, covering Google AI Overviews, AI Mode, ChatGPT, Perplexity, Gemini, and whatever comes after them, without depending on any one platform's name.

Related terms

AI Visibility How often and where a brand appears in AI-generated answers. Recognition Being correctly understood and recalled by the people and systems that shape discovery. Agentic Discovery AI agents that evaluate and act on options on a person's behalf.
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