What top 3 Google profiles have in common: the 2026 studies

The starting point is one sentence, and it comes from Google: "Local results are mainly based on relevance, distance, and popularity." Relevance is how well a profile matches the search; distance, how far the business is from the person searching; prominence, how well known the business is — Google noting that it draws on things like how many websites link to the business and how many reviews it has.

Two further points from the same page are worth keeping. More reviews and positive ratings can improve local ranking. And there is no way to request or pay for a better local ranking.

These three principles frame the subject without settling it: they do not say which fields weigh, or by how much. That is what the studies below measure.

Spearman correlations with local pack positions 1 to 3. Source: Visionary Marketing study, 6 May 2026.

According to Visionary Marketing, which on 6 May 2026 published an analysis of 85,000 businesses across more than 1,200 city × service combinations and audited 180,000 profiles, profile completeness comes first with a correlation of 0.71 against local pack positions 1 to 3. The correlation chart is based on 50,000 ranking businesses.

It is the highest value published this year, and the gap to everything else is clear: review volume, long presented as the main lever, tops out at 0.41 in the same measurement.

The study's second figure explains why that gap is exploitable: 67% of profiles are incomplete, in the precise sense of missing a services list, photos, hours, attributes or a FAQ. The factor most strongly associated with the top 3 is also the one two competitors in three neglect. The field-by-field walkthrough is in the Business Profile optimisation guide.

Localo analysed 16,098 Business Profiles across several hundred categories and regions, and published top 3 presence by review count bracket. The progression is steady, and so is where it stops.

Source: Localo study, 16,098 profiles.

Three readings come out of this table. The first twenty reviews buy eleven points of top 3 presence, while the next two hundred buy eight: the start of the curve is by far the best value. Progress then stops. And beyond 500 reviews the rate falls back — endless accumulation stops paying.

The table reads better once you know where you stand. The average profile carries 47.4 reviews, median 16, average rating 4.42 (Visionary Marketing). Half of all profiles therefore sit in the top three rows of the table — the zone where each review counts for most. The collection and response process is set out in the review management article.

This is the most operational result of the set. Review velocity over 90 days — how many reviews arrived recently — reaches a correlation of 0.64 with positions 1 to 3, against 0.41 for total volume. Visionary Marketing presents it as 1.6 times more predictive than the review stock.

The consequence is direct: a history of 300 reviews with none recent describes a profile's situation less well than a steady flow of a few reviews a month. It is also the only factor in this summary that concerns a rhythm, and therefore the only one where an action this month shows up in next month's measurement.

One more reference point: profiles that respond to reviews in under 24 hours show review velocity 18% higher than slow responders. Responding quickly does not produce reviews, but the two behaviours travel together — and one of them is entirely within your control.

On the same 16,098-profile sample, Localo measures a twenty-one point gap between profiles with no secondary category — 47.9% top 3 presence — and those carrying six, at 69.1%, the highest rate in the sample.

The number describes a state, not a manoeuvre. Six genuinely practised categories describe a broad business and make the profile eligible for more queries; six chosen for the score describe a narrow business badly and dilute relevance across searches it does not serve.

The practitioner surveys at Whitespark — a qualitative ranking of levers by working professionals — consistently place the primary category first. The two findings complement each other: the primary names the trade, the secondaries refine it — and how to choose it is a subject in its own right.

Top 3 presence rises from 47.8% for profiles with no photos to 73.2% beyond 500 (Localo). More useful than those extremes: the median top 3 profile carries 41 photos, against 24 for positions 11 to 20.

Against the real population, the target is low. The average profile carries 14.1 photos, median 6 (Visionary Marketing). Going from six to forty real photos puts a profile at the top 3 median: a quarter's work, not a campaign.

Beyond 500 photos the curve keeps rising with no visible plateau. At that level, photo count is mostly measuring a business's age and activity — two things prominence already captures elsewhere. The useful lever sits between 0 and 50.

Localo places the flattening point in a band of 21 to 27 citations: top 3 presence reaches 64.9% in the 21-to-50 bracket and climbs only to 69.1% beyond 200. Most of the benefit is banked before the thirtieth citation.

Visionary Marketing separately measures the citation correlation at 0.34, the sharpest decline of any factor tracked — around twenty-one points down on the 2018 baseline measurements. The lever has not disappeared, it has moved.

It has moved from volume to consistency, and the primary source explains why: Google states that prominence draws on how many websites link to the business. Thirty consistent directory listings beat two hundred where a third carry a stale address or phone number. The "how many directories" question is handled separately in the local citations article.

Two more sets round out the picture. Local SEO Guide publishes an analysis reported across more than 200,000 businesses and more than 300 factors, making it the widest corpus in the field. BrightLocal aggregates market statistics, and its Local Consumer Review Survey documents consumer habits and trust in reviews — the conversion side, which ranking studies do not cover.

Sources: Visionary Marketing and Localo studies. Full detail at the end of this article.

One check is worth more than all these averages: plot each of your profiles' completeness score on the x-axis and its top 3 share of voice on the y-axis, one dot per location. You will know what these factors are worth on your portfolio, in your sector. The formulas — top 3 share of voice, weighted score, visibility radius — are set out in the local SEO KPIs.