Bill-first before quote pressure
The first job is reading the bill and showing assumptions. It is not an automatic installer handoff.
Back to GridBeater
Trust proof
A safer solar decision starts before the sales call.
GridBeater is being built as a buyer-side bill check: read the bill, show practical assumptions, flag weak reads, and only move to people or installers when the homeowner chooses it.
Private upload posture
Original bill files are handled through private storage and admin-authenticated review routes where configured.
Installer application checks
Installer applications must be checked before any GridBeater-reviewed lead is sent.
Estimate, not promise
Savings depend on usage, tariffs, roof, shading, weather, rebates, system design, and installer scope.
Proof we still need before stronger claims
Public installer-review proof
Published case studies with customer permission
Expanded human-verified bill extraction benchmark set
Quote-PDF analysis only after it is reliable enough to avoid false confidence