QuoteSure does not generate local market price ranges from AI knowledge, generic web snippets, or unsupported assumptions. If the evidence is not strong enough, we say so.
A report must show its confidence, exact geography label, independent sample count, recency, scope match, evidence type, and exclusions. County, metro, and state evidence is always labeled as regional—not local.
Confidence thresholds
The gates are explicit.
High confidence requires 30 or more recent, independent, like-for-like local comparables.
Medium confidence requires 12–29 qualifying comparables after recency, geography, and scope-similarity checks.
Below 12, or when another integrity gate fails, QuoteSure does not show a price range.
Scope matching
Like-for-like is trade-specific.
Roofing
Roof type, approximate size, tear-off scope, material class, and related available scope fields.
HVAC
System type, capacity/tonnage, efficiency tier, equipment class, replacement scope, ductwork, electrical work, and related available scope fields.
Pricing evidence
No supported price range
Insufficient evidence
There is insufficient evidence for a reliable local comparison. QuoteSure will focus this report on scope gaps, missing or ambiguous items, and questions to ask the contractor instead of filling the gap with an AI-generated number.
Why this confidence level?
Insufficient evidence for a reliable local comparison — the local independent sample count, qualifying independent sample count, and scope similarity gates did not pass. No pricing conclusion is shown. No qualifying recent records were available.
Independent evidence
0 qualifying records; 0 estimates and 0 completed invoices.
Geography
No qualifying local or regional geography.
Evidence and scope
No qualifying recent records were available. No qualifying scope match was available.
Evidence dates
No qualifying evidence dates.
Excludes unqualified records. No pricing conclusion is shown.
Methodology
What the result must disclose
Sources used today
Only opt-in, anonymized, scope-normalized customer estimates and completed invoices may enter the evidence pool. They remain distinct in storage, matching, calculation, and disclosure. QuoteSure does not currently use a licensed third-party transaction-price feed.
Independent comparables only
Daily evidence aggregation excludes repeat quotes from the same contractor fingerprint, duplicate document fingerprints, stale records, and materially different scopes. Personal names, contractor identities, documents, and addresses never appear in public cards or pricing explanations.
Local means local
A local result requires evidence from the same coded local area. When local evidence does not qualify, QuoteSure may use county, metro, or state context only when it is visibly labeled REGIONAL with the actual geography. It is never called local.
What we will not do
BLS PPI or wage data, BEA regional-price data, Census permit activity, NOAA weather context, and DOE or ENERGY STAR specifications may help explain local conditions or scope. They never independently create a QuoteSure price range. Every displayed result is informational context, not a contractor bid, and includes evidence dates, independent sample count, geography, estimate-versus-invoice mix, scope-match characteristics, confidence, and key exclusions.
QuoteSure | Understand Contractor Quotes Before You Sign