A fixed record
of this preview.
1719 branch listings across 16 metro areas. 84 qualify for a score; 80 qualify for an observed-pool rank.
The public records and method metadata below preserve the October 29 edition. Later updates must use a separate edition. Individual Google and website observation dates remain attached to each field.
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What these numbers mean
All scored records in this edition qualify through Reputation and Presence, covering 55% of nominal model weight. Momentum is unknown. Scores describe available public information, not workmanship. Full remodeling and refacing have separate peer groups; ranks compare only qualified records in the observed pool.
Coverage remains limited
The first 15-metro collection found 2,258 listing IDs in 5,032 result rows; 1,632 records joined the 87-listing Kansas City seed. Readable website pages were captured for 1,600 of 2,098 supplied-site listings (76.3%). The 80% capture target was not reached, and the 104-metro national program remains unfinished.
Website statements are company-stated and may describe multiple branches. Branch-specific applicability, workmanship, registration and membership are not established by ordinary company HTML. Shared websites and phones do not combine branch review counts.
Edition fingerprint
Records SHA-256: 386d73ecbab0bd0d16cc52db7fc1e9bcef100db401d1c3ccbab9b2e485f2f138
Read the method · Coverage and missing fields · Current public data