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How it's built

Methodology

RoofShopper builds each report from public permit records. Every fact is normalized through the same deterministic process and labeled with its tier, its confidence, and the source it came from — nothing is generated or inferred.

Source tiers

Every source is ranked by how directly it documents a fact. A government building or permit record is Tier 1. Third-party aggregators and listing archives that corroborate a government record are Tier 2. Lower tiers cover estimated or derived values. The current registry is on the Sources page.

Confidence levels

  • High— verified by multiple independent sources.
  • Moderate— based on one independent public record, not corroborated.
  • Low— estimated or derived, not directly documented.
  • Unknown— sources disagree, or nothing is documented for this property.

A single county permit is Moderate confidence, not High — one source informs, multiple independent sources confirm. This rule is applied the same way for every property; a report is never made to look more confident than its underlying records support.

What this is, and isn't

Every fact in a report traces back to a named, dated source record. RoofShopper does not use AI to generate or estimate facts, and it never infers a roof's physical condition from documentation alone — that determination belongs to a licensed inspection.