Google has confirmed for years that the Local Pack algorithm weighs three primary factors: relevance, distance, and prominence. What's changed is how those three factors get applied in practice — and most local SEO advice still explains them at a level too abstract to actually act on. This post breaks each one down into what you can actually control.
Relevance: Does Your Profile Match the Search?
Relevance is determined primarily by category selection, business description, services list, and — increasingly — the semantic content of your reviews. If your primary category is generic when a more specific option exists, you are handing relevance points to competitors who selected correctly. This is the single highest-leverage factor to audit first, and it's why category accuracy is weighted so heavily in our free 40-point audit.
Relevance also responds to content depth. A business description that lists specific services, neighborhoods served, and differentiators reads as more relevant to a wider set of specific queries than a generic two-sentence description. The same logic applies to your services list — five vaguely-named services score worse on relevance than fifteen specifically-named ones.
Distance: Proximity Is Applied Dynamically, Not Uniformly
This is the factor most misunderstood. Distance does not mean "closest business always wins" — it means proximity weighting shifts based on inferred search intent. An "emergency plumber near me" search weights distance heavily; the closest credible option usually takes the top spot. A "best personal injury lawyer" search weights distance far more lightly, because the searcher has signaled they're evaluating quality over convenience. This distinction matters enormously for how you think about your own strategy: if you're in an emergency or immediate-need category, your service-area configuration and business address accuracy carry outsized weight. If you're in a consideration category, you can meaningfully overcome a proximity disadvantage through relevance and prominence.
Prominence: The Slowest to Build, the Hardest to Fake
Prominence is built from review signals (volume, rating, recency — see our full breakdown), citation consistency and authority (see our citation building guide), backlinks to your website, and general web presence. This is the factor that compounds over time and is genuinely difficult for a new competitor to catch up on quickly — which is exactly why starting your prominence-building activities now has more value than the same effort a year from now.
How the Three Factors Interact in Practice
They are not independent — they're evaluated together for every individual search. A profile with excellent prominence but poor category relevance will still lose to a highly relevant, closer competitor for a specific query, even with fewer total reviews. This is why a full audit needs to assess all three together rather than optimizing one in isolation. We see this mistake constantly: businesses pour resources into review generation while a wrong category setting silences half their potential search visibility entirely.
What This Means for Your Priority Order
If you're starting from a low-scoring profile, the practical order of operations is almost always: fix relevance first (categories, description, services — fast and free), confirm your distance/service-area configuration is accurate, then invest sustained effort into prominence (reviews, citations, activity signals) knowing it will take longer to show results. Trying to build prominence on top of a relevance error is spending effort on the wrong layer of the stack.
Realistic Expectations
Even with every factor optimized correctly, ranking movement takes time — we cover realistic timelines by competition level in our ranking timeline guide. The three-factor framework explains what to prioritize; it doesn't make the underlying work instant.
Want to see how your own profile currently scores across all three factors? Our free GBP audit evaluates relevance, distance configuration, and prominence signals together and gives you a prioritized fix list.
