No slot to purchase
They ask an assistant a plain question and accept the short answer it gives, often before any business gets a chance to bid for their attention. The first impression is increasingly formed by a machine you can't buy your way into.
For years the game was visibility on a results page. You could pay to appear, optimize to rank, and at least be in the running. The new pattern skips that page entirely: the answer is synthesized from what the model already understands about the options, and there's no slot to purchase at that moment.
Findable means legible
This changes what it means to be findable. Being present where ads run matters less if the decision is forming a step earlier, in a place that reads and weighs what already exists about you across the open web.
The businesses the machine recommends are the ones it can clearly understand, the ones whose work and reputation are legible enough to be summarized confidently.
Win the auction, lose the customer
The uncomfortable implication is that you can win the auction and still lose the customer, because the customer never reached the auction. The competition moved upstream, into whether a machine can describe you accurately when nobody is watching.
The old question was how to be seen. The new one is whether you're understandable enough to be recommended before you're ever seen at all.