The common belief is that a "near me" search hands the job to whoever sits physically closest to the person typing it. Its mirror image is almost as popular: that the shop with the biggest pile of reviews takes the top spots and everyone else lines up behind. Neither one holds up on its own, and the space between them is where most of the confusion about local search lives.
Google says its local results are based primarily on three things: relevance, distance, and prominence (Google's own description). Distance is how far each business is from the customer who is searching. Relevance is how well you match what they asked for. Prominence covers how well known and regarded you are, and reviews feed into it. Three factors, and Google does not rank them or crown one of them. So the honest answer to "does near me mean closest" is that closeness matters, without being the whole scoreboard.
Think of it in two stages. Distance decides who gets considered for a given search. If you have a real address in the area, a filled-out profile, and some reviews, you are in the running for it. Among the shops in that running, relevance and prominence sort out who lands where. Being nearest gets you looked at. It does not seat you at the head of the table by itself.
What our own scan actually showed
We ran a near-me audit across a top-20 local map scan to see how much of this really rides on distance. About 16 to 17 of the top 20 results were local storefronts within roughly 5 to 6 miles of the search. So the winners are overwhelmingly local. A shop three states away is not slipping into these results.
It is not a strict nearest-shop-wins ladder, though. A slightly farther business with a strong, active profile can and does sit above a nearer one with a bare listing. We looked for a clean distance-to-position slope, the kind that would let you promise every step closer buys a step up the map, and that slope was not there. Presence in the area gets you into the pool. What you have built inside that presence moves you around within it.
Reviews are a big part of that second stage. In BrightLocal's 2026 survey, 97% of consumers said they check ratings when researching a local business, so a thin or empty review section is a real drag once you are in the running.
None of this comes down to a single dial you can turn. It comes down to being a credible local option: an address in the area, a real profile, and reviews that keep arriving. The same logic explains why the map pack rewards a small set of well-built listings rather than the whole field, and if you want the full method for earning those spots, I walk through it in how to rank for "near me" searches without paying per click. For a plumbing business weighing the next town over, this is exactly what decides whether that town ever sees you.
So, does "near me" mean closest? Close enough to be considered, real enough to be chosen. Not the nearest dot on the map, and not the fattest review count. A genuine presence in the area, doing both jobs at once.