Google AI Overview a lot of times write wrong about obvious things so... lol

They probably use old Flash Lite model, something super small, and just summarize the search...

Those summaries would be far more expensive to generate than the searches themselves so they're probably caching the top 100k most common or something, maybe even pre-caching it.