Local SEO Evidence Guide
Local Search Ranking Framework
Google describes local ranking through relevance, distance and how prominent or popular a business appears. Those concepts are useful as a diagnostic framework, but they are not published numerical weights. Local SEO work should separate official guidance from industry evidence and practitioner observations.
Relevance
Distance and geography
Prominence and reputation
Business Profile accuracy
Local site architecture
Geographic measurement
01
Relevance asks whether the business matches the need
Categories, services, profile information, location and service pages, and the surrounding site architecture help search systems understand what the business offers. The goal is accurate representation, not keyword stuffing.
02
Distance makes local visibility spatial
The same business can appear differently across a market because proximity and search context change. That is why a single rank from one point is an incomplete measurement for businesses serving geographic markets.
03
Prominence is built through real reputation and corroboration
Links, reviews, offline recognition and other information around the business can contribute to how established it appears. Review work should focus on genuine customer feedback and operating quality rather than manipulative response patterns.
04
Turn the framework into a baseline
Audit the Business Profile, website and location entities; measure meaningful local queries geographically; inspect competitor displacement and third-party consistency; then connect changes to calls, bookings, directions and qualified leads.
05
Turn relevance into an explicit entity-and-service audit
Relevance is easier to manage when the organization documents what each location is, which services it legitimately provides, how those services are represented on the website, and how the same facts appear in important local profiles. Review primary and secondary Business Profile categories, service lists, location pages, internal links, organization and LocalBusiness structured data where appropriate, and customer-facing proof. The objective is not to repeat location keywords. It is to reduce ambiguity about the business, the services available at each location, and the market relationship between the parent brand and individual locations or service areas.
06
Measure distance as a market surface, not one coordinate
Because local results can vary across geography, a useful baseline samples meaningful points within the actual commercial service area. The grid or sample should reflect where customers can realistically be served, not an arbitrary radius chosen because it produces an attractive chart. Group queries by service and intent, record the competitor set at each area, and interpret visibility alongside population, demand, and operational reach where those inputs are available. This creates a market view that can show strong and weak subareas without pretending there is one universal local rank for the business.
07
Use prominence as a broad evidence category
Prominence should not be reduced to review count or link volume. Public reputation, independent references, local or industry coverage, links, reviews, directories, offline recognition, and the consistency of the business’s wider information environment can all contribute evidence that a company is established. The relative importance of those signals is not fully disclosed, so the practical strategy is to strengthen real-world reputation and accurate corroboration rather than chase a single numeric proxy. Compare the business with competitors that repeatedly win in the same geographic and service markets to identify evidence gaps worth investigating.
08
Connect local visibility to the conversion path
A local SEO program should not stop at map coverage. Review whether the destination experience helps a buyer act: accurate phone and booking information, relevant services, hours, directions, location-specific trust, accessibility or parking details when useful, and a clear relationship between the profile and landing page. Then connect measurable calls, forms, bookings, direction requests, and qualified leads where the data exists. A visibility gain in a market the business cannot serve or on a page that fails to convert has less commercial value than a smaller gain attached to a high-intent service and functioning customer journey.