Journal
Nobody Asks AI for a Luxury Bag. They Ask for Help With a Problem.
People don't start with a brand, or even a category. They start with a situation. The question is whether AI connects your brand to it.
Someone has started a new job with a long commute and needs a bag that fits a laptop. Someone else has a fortieth birthday to buy for. Both ask AI for help. Neither types “luxury bag”, and they get two quite different lists of brands.
Most people don’t think about a category until something brings it to mind: a need, an occasion, a feeling. Marketers call these moments category entry points. They are the situations that turn “not shopping” into “shopping”. Until one of them happens, your brand isn’t really competing for anything.
The question isn’t only whether AI recommends you. It’s which situations make AI think of you in the first place.
That changes what a brand should want to know. A brand can be named every time someone asks for “the best leather bags” and still be missing when someone asks for a gift, a bag for client meetings or something that will last ten years. Those are the questions real buyers ask, and each one produces its own shortlist. If you aren’t on it, someone else is.
Buying moments come in three kinds: practical needs, like the commute; occasions, like the birthday; and motivations, like wanting something that feels like a reward. A brand should know where it stands in each, by asking three questions. Does AI bring you up? Who does it name beside you, or instead of you? And what reasons does it give?
The answers make a pattern, and the pattern is the useful part. “Strong on everyday practicality, absent from gifting, rivals preferred for formal occasions” tells an owner something a ranking never could. It points to positioning, product messaging, content or where the brand is sold, not simply to “get mentioned more”.
That is the real shift. For years, brands have worked on being found when people search for them. AI raises a harder question: are you remembered when people aren’t looking for you at all? The commuter and the birthday shopper will both buy a bag this month. Whether either of them hears your name depends on whether AI connects you to what they’re going through, not to what you sell.
PS: L.E.N. does this for brands. It puts buying questions like these to four AI platforms each month and shows where you’re recommended, who takes your place, and why. See how it works.