On Tuesday a client typed her own company name into one of the AI answer boxes that now sit on top of search, and read the result to the room. Four sentences. Fluent, confident, and about sixty percent right. It called the brand affordable. Twice.
Nobody in that room had approved that word. Nobody could say where it came from. Somewhere in a sediment of reviews, roundups, and a three-year-old listicle, a system had decided what the company was for, and it was now telling several thousand people a day.
Affordable has never been in the brief.
That is the shift, and it happened faster than most marketing departments noticed.
Your positioning is no longer something you publish. It is something that gets summarized about you, by a system with no account manager and no phone number.
I have watched this from inside brand strategy rooms, and the reflex is always the same. Rewrite the homepage. Tighten the boilerplate. Sign the retainer from the agency now selling AI visibility the way it sold search optimization in 2012. Some of that helps at the margin. Most of it is an old habit applied to a surface that does not behave the old way.
Three things actually move the needle.
One, the corpus matters more than the site. Models are summarizing what other people wrote about you: trade press, reviews, forum threads, comparison posts. Your carefully negotiated brand pillars are one voice in that pile, and not a loud one.
Two, distinctiveness survives compression better than optimization does. Liquid Death gets described correctly because there is only one way to describe it. Oatly gets described correctly because the language is unmistakably theirs. A brand built out of category-standard phrasing gets category-standard phrasing back, and then it gets flattened into whatever its three nearest competitors also claim.
Three, correct the record where the record actually lives. That means the review sites, the trade coverage, the Wikipedia entry nobody has looked at since 2021, the forum thread that ranks for your category. It is slow, unglamorous work that no one will put in a case study. It is also the only input the model can see.
Affordable has never been in the brief.
Patagonia is the useful counterexample. Ask any model what Patagonia stands for and you get something close to what Patagonia would say, because twenty years of consistent behavior left a consistent trail. They did not optimize for this. They simply never contradicted themselves in public.
I went home and tried it on a few brands I love, then a few I have worked on, which was less fun. Barnaby sat on the keyboard halfway through and ended the session for me. He has no position on discovery surfaces. He was, in that moment, the only one in the room with nothing to explain to a client on Thursday.