Observed arrival · 2026-09-04
RipCheck — Repair Quote Fairness Scanner
RipCheck reads an auto-repair estimate, compares each line with sourced price ranges, and produces a fairness score plus a negotiation script.
Field notes
The workflow accepts a photographed or scanned estimate, extracts its line items, and compares them with vehicle- and shop-adjusted reference ranges. The page displays a sample result with six lines, three flagged items, and a calculated $338 overage, including separate explanations for parts, supply fees, and overlapping labor. It lists RepairPal, Kelley Blue Book, AAA, shop-pricing guides, and a 3,400-plus-quote dataset as inputs to its reference table.
Observed signals
Read the marks
Editorial observations of this landing page, not a rating.
One card from the complete issue