v2.3 · 2026-04-19

How we rank every local business in America.

One formula, nightly compute, public sources. Auditable by design.

Formula

Business Health Score — six components.

Reviews (25%)

Aggregate rating, review count, review velocity, and response rate across Google, Yelp, and Facebook. Weighted by recency; reviews older than 24 months count for half.

Market rank (20%)

Position within the business's primary category in its primary city. Computed from a blended score of rating, reviews, and financial signal. Multi-category businesses are ranked in each category independently.

Financial signal (20%)

Estimated annual revenue band from public indicators: licenses, permits, jobs listings, fleet size, web traffic. Published as a midpoint, not a precise figure.

Response rate (15%)

Share of Google reviews and messages responded to within 72 hours over the last 90 days. Heavily penalizes ignored negative reviews.

Jobs flow (10%)

Active hiring, employee headcount stability, and open-role diversity inferred from job boards. A proxy for operational health.

Kai coverage (10%)

Depth of Kai (our agentic intelligence) coverage: structured data completeness, Google Business Profile freshness, schema quality, AI-visibility answers.

Change log

Every change, dated.

VersionDateWhat changed
v2.32026-04-19Kai coverage added at 10%; Reviews weight reduced from 30% to 25%.
v2.22026-02-01Financial signal introduced (20%), replacing static size buckets.
v2.12025-11-10Response rate window narrowed from 180 days to 90 days.
v2.02025-09-01Multi-category scoring shipped. Businesses now score in each category.
v1.02025-05-01Initial BHS formula.

FAQ

Questions.

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