How Google Ranks Local Businesses: Relevance, Distance and Prominence
By Parker Gawryletz · Local Cochrane Web Design · Last updated: · 6 min read
Google ranks local businesses on three factors it names publicly: relevance, how well your profile matches the search; distance, how far you are from the searcher; and prominence, how well known your business is. Relevance and prominence can be improved. Distance cannot — and it is one of the strongest factors in the map pack.
Understanding this is what separates useful effort from wasted effort. Most local SEO frustration comes from pouring work into factors that carry little weight while ignoring one field that carries a lot.
Below is what Google says, what the best available evidence says about relative weight, and — the part most articles skip — an honest account of the limits. If your listing is not appearing at all, start with why your business isn't showing up on Google.
The short answer
- Google names three factors: relevance, distance and prominence.
- Your primary category and your distance from the searcher dominate the map pack.
- Distance and city-of-address are ceilings you cannot move.
- On-page content outweighs your profile for AI search visibility.
- Google states there is no way to pay for a better local ranking.
The three factors Google names
Google defines relevance as how well a Business Profile matches what someone is searching for, distance as how far each business is from the searcher, and prominence as how well known a business is. Those definitions come straight from Google's own local ranking documentation.
| Factor | What Google says it means | Can you influence it? |
|---|---|---|
| Relevance | How well a Business Profile matches what someone is searching for | Yes — category, services, content |
| Distance | How far each business is from the customer who's searching | No |
| Prominence | How well known a business is | Yes — slowly, through reviews, links and reputation |
Which factors carry the most weight?
Google does not publish weightings. The best available evidence is an annual survey of local search practitioners, which consistently rates the primary Business Profile category and proximity to the searcher as the two strongest local pack factors, ahead of reviews.
The survey's own disclosure deserves repeating, because it is the honest framing: none of the participating experts have special access to the internal workings of Google's local search algorithm. These are informed observations from people who test constantly — not leaked weightings.
- Primary category is rated the single strongest local pack factor — and it is one free dropdown.
- Proximity of your address to the point of search sits immediately behind it.
- Keywords in the business name rate highly, which is why name spam is such a persistent problem.
- Having a physical address in the city being searched is rated above review count.
- Reviews matter, but rank below all of the above in the map pack.
This explains the most common complaint in local search: a competitor with half your reviews outranking you. If they are closer, or in the right category and you are not, review count will not close the gap.
The inversion: what changes when the answer comes from AI
The same survey scores AI search visibility separately, and the order flips. For the map pack, the Business Profile is the largest single contributor. For AI visibility, on-page website content ranks ahead of the profile — roughly double its share.
That inversion is the most practically useful thing in the whole dataset, and almost nobody has built advice around it. Profile-only optimisation is a strategy tuned for one surface at exactly the moment a second surface is growing.
It is also the honest argument for a real website rather than a profile alone. What AI systems can actually read on your site, and which claims about that are myths, is covered in how to show up in AI search results.
What you genuinely cannot change
Two of the strongest factors are fixed: how far you are from the person searching, and whether you have a physical address in the city they are searching from. No amount of optimisation moves either, and no honest provider will promise otherwise.
For a Cochrane business, this sets a real ceiling on central Calgary map-pack results. The searcher there has dozens of closer options, and Google is weighing distance heavily. Accepting that early is what stops businesses paying for years of effort against a fixed constraint.
Where your effort actually pays
Fix the primary category first because it is free and heavily weighted. Then build the two things that compound: genuine reviews, and a dedicated page for each service you offer — rated the strongest factor in local organic results.
- Set the primary category to the work you most want to be called about.
- Fill in your services properly — practitioner testing found these do affect ranking.
- Build genuine reviews steadily, without gating or incentives.
- Give every service its own page, written for the search behind it.
- Then extend to the towns you serve, carefully — see page for every town.
Notice the shape of that list: one profile setting, then everything else is content you own. That is the durable half, and it is the half that survives whatever Google changes next.
Frequently asked questions
What are the three local ranking factors Google names?
Relevance, distance and prominence. Google defines relevance as how well a profile matches the search, distance as how far the business is from the searcher, and prominence as how well known the business is. Google publishes these definitions but not their relative weightings.
What is the most important local ranking factor?
In annual surveys of local search practitioners, the primary Business Profile category is consistently rated the strongest single local pack factor, with proximity to the searcher immediately behind it. Neither Google nor anyone outside it publishes actual weightings, so treat these as informed estimates.
Why does a business with fewer reviews rank above me?
Because reviews rank below category, proximity and business name in the map pack. A closer competitor, or one in a better-matched primary category, can outrank a business with far more reviews. Review count is a real factor, just rarely the deciding one.
Can I rank in a city where I have no address?
In the map pack it is very difficult, because distance and having an address in the searched city are both heavily weighted. In the regular organic results it is achievable, which is why service and location pages on your own website carry the work instead.
Does Google use different factors for AI answers?
The weighting appears to shift. Practitioner scoring of AI search visibility puts on-page website content ahead of the Business Profile, roughly reversing the map pack order. Google itself states no special optimisation or markup is needed to appear in its AI features.
Can I pay for a better local ranking?
No. Google states plainly there is no way to request or pay for a better local ranking. You can buy ads, which are labelled as ads and sit separately from the organic local pack. Guaranteed placement offers describe something Google says does not exist.
Sources
See our local SEO service — the monthly program that works the factors you can actually move — categories, services, reviews and the pages that win the towns your profile cannot reach.