These weights come from Whitespark’s 2026 Local Search Ranking Factors survey, not from Google. It asked 47 local search practitioners to rank 187 factors. Here is roughly how it came out. Proximity to the searcher: about 55% of Local Pack ranking. Google Business Profile signals: about 32%. Review signals: 16 to 20%. On-page signals: about 19%. Eight of the top ten Local Pack signals come straight from the Business Profile. The primary category is the single most important field. For the first time, the 2026 edition tracks AI search visibility as its own category. Whitespark reruns this survey every year because the weights genuinely move, so if a search for an older year’s local ranking factors brought you here, this 2026 edition is the current, correct one to read. INDEPENDENT RESEARCH
The weights
INDEPENDENT RESEARCH — Whitespark 2026 survey estimates, not Google figures.
These do not add up to 100 because they are weighted expert estimates across overlapping categories, not a breakdown of the real algorithm. Read them as relative importance, not math.
Google says vs the survey says
| Question | What Google documents | What the Whitespark survey estimates |
|---|---|---|
| What decides local rank? | Relevance, distance and prominence, together. No weights given. GOOGLE DOCUMENTED | Proximity ~55%, profile signals ~32%, reviews 16–20%, on-page ~19%. INDEPENDENT RESEARCH |
| Which profile field matters most? | “Categories” are listed as a factor; no ranking of fields. GOOGLE DOCUMENTED | Primary category is the single most important individual field. INDEPENDENT RESEARCH |
| Do reviews affect rank? | Review count and score feed prominence. GOOGLE DOCUMENTED | Recency now outranks volume; a top-five factor for the survey’s lead author. INDEPENDENT RESEARCH |
| Does AI search rank the same way? | Not addressed as a ranking surface. UNKNOWN | Its own category since 2026; more distributed, and citation signals matter more. INDEPENDENT RESEARCH |
What actually changed in 2026
Business hours became a ranking factor people talk about
Being open at the time of the search is now rated the fifth most influential Local Pack factor. Whitespark’s own commentary notes that rankings start to slip in the final hour a business is open each day. This is one of the few genuinely new levers in years, and almost nobody uses it. Most owners treat their hours as a fact of life, not as a setting with a visibility cost.
Predefined services jumped from obscurity to significance
Adding Google's predefined services to a Business Profile moved from roughly 81st to 22nd in measured importance. That is one of the largest single-year movements in the survey, and populating them is an afternoon of work.
Review recency now outweighs review volume
Review signals rose from about 16% in 2023 to roughly 20%. Whitespark’s founder puts review recency in his own top five factors. Consumer research points the same way. Around 74% of consumers look for reviews written in the last three months. Roughly 80% are more likely to use a business that replies to all its reviews, and about 81% expect a reply within a week. More consumers now stick to businesses rated 4.5 stars or higher than before. INDEPENDENT RESEARCH
AI search became its own category
For the first time, the survey reports factors separately for the Local Pack, local organic, and AI search. Two findings matter. First, AI search is more spread out: no single factor rules it the way proximity rules the Local Pack. Second, citation signals count much more for AI search than for the Local Pack. That reverses years of advice that citations were fading. INDEPENDENT RESEARCH
Independent testing points the same way. In July 2026 tests, Perplexity built local answers mostly from third-party sources: directories like Clutch, DesignRush and Yelp, plus Reddit threads, not from one article. Separately, the GEO firm Brandlight found the overlap between top Google links and AI-cited sources has dropped from about 70% to under 20%. Ranking on Google page one no longer predicts being cited by an assistant. INDEPENDENT RESEARCH
The one factor that matters across all three surfaces
On-page signals. Strong website content, correct structure and proper optimization rank as critical whether the target is Maps, local organic, or AI platforms. If you are choosing where to spend limited effort and you want it to count everywhere, that is the answer.
Tactics that controlled studies have disproven
These continue to be sold. They should not be.
| Tactic | What testing found |
|---|---|
| Geotagging photos before uploading to a Business Profile | Google strips EXIF metadata including GPS coordinates on upload. Sterling Sky testing across 27 locations found no ranking impact; some locations declined. A separate test by Tim Kahlert of Hypetrix reached the same conclusion. Joel Headley, formerly of Google, confirmed the tagging happens at upload regardless of metadata |
| Geotagging photos on your own website | Also tested. No measurable impact on organic or local pack rankings, and no measurable traffic change |
| Google Business Profile posts as a ranking tactic | A controlled nine-week Sterling Sky study tracking 441 keywords found zero ranking movement. Posts remain useful as a customer communication surface, but not as a ranking lever |
| Keywords in customer review text | Controlled testing showed no ranking impact. Keywords in your response to a review do help, because response text is indexed |
Why we publish this
Because we used to describe part of our own service in terms that overlapped with the first row of that table. Correcting it in public is more useful than quietly editing a services list. If an agency is charging you for geotagging in 2026, ask them for the test data. There isn’t any.
What to actually do with this
- Fix your primary category. Largest single controllable relevance field. It is wrong more often than anything else.
- Populate predefined services. Biggest year-over-year jump in the survey.
- Make your hours accurate and consider whether they should be longer. Fifth most influential factor, and almost nobody treats it as a decision.
- Build a weekly review habit and respond to everything. Recency beats volume; response rate has a measurable consumer effect.
- Clean your citations. They matter more for AI visibility than for the Local Pack, and AI visibility is the part that is growing.
- Fix your on-page. The only category that pays off on all three surfaces.
- Stop paying for geotagging.
Sources
- Whitespark, Local Search Ranking Factors 2026 (survey of 47 local SEO practitioners ranking 187 factors), whitespark.ca.
- Whitespark, “7 Local Search Ranking Factors That May Challenge Your Current Thinking.”
- Sterling Sky, “Does Geotagging Photos Influence Ranking?” and related image testing, sterlingsky.ca.
- Search Engine Land, coverage of geotagging tests across 27 lawn-care locations, including Tim Kahlert (Hypetrix) replication.
- Sterling Sky, nine-week controlled study of Google Business Profile posts across 441 keywords.
- BrightLocal, 2026 Consumer Review Survey.
- Brandlight analysis of overlap between top Google results and AI-cited sources, as reported in industry coverage.
- Independent July 2026 testing of Perplexity local-query citation sources.
Figures are quoted from the published sources above. Where a source reports a range rather than a single value, the range is shown.