A buyer who asks an AI assistant for the best nonprofit CRM gets a different answer than one who Googles for it. The AI answer is short, opinionated, and built from whatever the model has internalized about the category. If your business has not published a documented point of view, the model does not have you to draw on.
The new visibility problem
Traditional SEO is still useful, but it is a question of being findable. AI search is a question of being thinkable. The model has to be able to characterize what you do in a sentence — and to do that, it has to have read something you wrote.
What we are watching
The shift is still early enough that the firms that publish a clear point of view in the next twelve months will be characterized that way in AI answers for the following five years. The cost of acquiring an opinion in public is low. The cost of inheriting whatever generic characterization the model arrives at on its own is high.