Field Notes · 30 · September 10, 2026 · Kyle Tysvaer

How the Google map pack decides who shows up

Three businesses get shown. Everyone else is behind a "more places" tap that most people never take. So the question that matters for google map pack ranking is not how to be good at local search generally, it is what specifically decides those three slots.

Google has been fairly open about it. Three factors: relevance, distance, and prominence. They are not equal, they do not work the way most people assume, and one of them you cannot do anything about.

Distance, the one you cannot buy

Distance is measured from wherever the searcher is standing, not from the center of your town. This is the single most misunderstood part of local search, and it is why the report showing you at position 2 might be describing a result nobody in your actual service area ever sees.

It also means there is no version of this where you rank everywhere. A business in one location will show up strongly near that location and fade as the searcher moves away. What you can influence is how far you stay visible before you fade, which is what the other two factors buy you.

Relevance, which is mostly a settings problem

Relevance is Google matching what someone typed against what it understands your business to be. Most of that understanding comes from your profile, not your website.

Your primary category does more work here than any other single field. Get it wrong and you are competing in the wrong race no matter how good everything else is. After that it is your secondary categories, your services list with real descriptions rather than one-word entries, your business description, and the Q&A section, which you are allowed to seed yourself with the questions customers actually ask.

This is unglamorous work and it is usually where the fastest movement comes from, because so many profiles were filled in once at setup and never touched again.

Prominence, which is everything else the web says

Prominence is Google's read on how well known and well regarded you are, assembled from reviews, citations, links, and mentions. Reviews are the piece you have the most direct control over.

What counts is not just the star average. It is how many, how recently, how steadily they arrive, and whether the owner responds. A business with 40 reviews spread evenly over two years reads very differently to a business with 40 reviews that all landed in one week eighteen months ago. Steady beats spiky.

Citations matter here too, which is the boring work of making sure your name, address and phone match everywhere they appear. Every place that lists you with an old suite number or a disconnected phone is a small vote against your own consistency.

The one thing that beats every tactic here

Being genuinely closer to the searcher. Nothing on this page outranks proximity, which is why a second location does more for coverage than a year of optimisation, and why chasing a town you are twenty minutes from is usually the wrong place to spend. Work the area you are actually in until you own it, then decide whether the next town is worth a real presence rather than a page.

Why your report says position 2 and your phone disagrees

Because a single position number is a fiction. Ranking is measured from a point, and move the point half a mile and the result changes. Two people standing on opposite sides of the same town can get different threes.

So a report showing you at position 2 might be describing a spot nobody searches from. What you want to know is how you place across the area you actually serve, not at one coordinate someone picked. If your reporting cannot answer that, it is measuring the wrong thing, and it will keep looking fine while the phone stays quiet.

What to fix first, in order

Primary category, because everything else is downstream of being in the right race. Then hours, including holidays, because being shown as closed removes you from the moment someone is ready to act. Then the services list with real descriptions instead of one-word entries. Then reviews on a repeatable trigger rather than a good intention. Then photographs, monthly, of the actual place.

That order is not arbitrary. The first two are free and take an afternoon. The last two are the ones that keep working after the afternoon ends.

What people get wrong

They treat the website as the lever. The website matters, and it matters more for the regular blue-link results underneath the map, but for the three slots in the pack your profile is doing most of the talking. I have watched businesses spend a year on a website redesign while their profile sat with the wrong primary category and no posts since 2023.

The other common mistake is photos. Stock imagery does nothing for you here, and there is a reason I shoot my clients' photos myself. Real, geo-specific photos of the actual place are one of the few signals that is genuinely hard for a competitor to fake.

None of this is expensive to fix. It is mostly attention, applied every week rather than once at setup, and what local SEO actually costs in Rhode Island covers what that attention runs.

Running all three of these properly, week after week, is what local SEO and AI search actually is. The profile is not a listing you claim once. It is a surface you operate.

— Kyle Tysvaer, Founder, Insightful Eye Marketing

Your Turn

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