AI and Google reviews: do they change what AI says?
One vendor names reviews as an input, in writing. Everything else you have been told about reviews and AI answers is inference, or a guess.
One vendor names reviews as an input, in writing. Everything else you have been told about reviews and AI answers is inference, or a guess.
Three vendors document where their local answers come from. None of them documents a formula, and that gap is where most of the advice on this goes wrong.
Making the change takes a minute. Getting Google to keep it is the part nobody writes about.
GEO is the only newer acronym here with a research paper behind it. For a local business, most of the work is still SEO, although the way you measure it has changed.
Google's answer to what you should change for AI Mode is nothing. The interesting part is what the feature does to the question itself.
Copying the link takes a minute. Deciding where it lives, and what happens after someone taps it, is the part that changes how many reviews you get.
Both routes end in the same block on the same page. The difference is what you are still maintaining a year from now.
Google publishes no minimum, but there is still an answer, and most of it is arithmetic you can do on the back of a docket.