“Best coffee near me” and “good café to work from in {city}” are everyday AI questions. The answer is assembled from Maps, reviews, and local roundups — if you’re not named, that foot traffic goes elsewhere.
AI answers aren't built from a Google scroll — they're assembled from a few sources the engine trusts for this category. Win these and the AI starts naming you:
ratings, photos, and “good for working” attributes
review depth and recency
“best cafés in {city}” posts and visual proof AI references
The audit above shows which of these the AI actually cited for your business — so you know exactly where to focus.