Turn any used car report into a buy, pass, or negotiate signal — instantly. Built for the professionals who can't afford to guess.
CARFAX and GoodCar dump raw history. They tell you what happened — not what it means for your margins.
Dealers and flippers make high-stakes buy/pass decisions from walls of unstructured data. Every bad call costs thousands.
The interpretation layer — the verdict — does not exist in the market today. CarFlip builds it.
Three steps from raw PDF to actionable verdict. No manual input. No ambiguity.
Upload any vehicle history PDF — CARFAX, GoodCar, or any provider. No manual formatting. Any format, any layout.
Provider-agnostic AI pipeline structures raw data into clean, normalized vehicle history. Pattern recognition across every field.
Buy / Pass / Negotiate signal + reconditioning cost estimate + hidden risk flags. Delivered instantly.
— From PDF to decision in seconds. —
Not a report.
A decision.
Instant signal on every vehicle. No ambiguity, no manual interpretation needed.
AI-estimated repair and prep costs surfaced before you commit. Know your true cost upfront.
Pattern recognition across accident history, title issues, odometer anomalies, and service gaps.
No one has productized the interpretation layer. CarFlip does.
Used vehicles transacted in the U.S. in 2025 — each one a potential CarFlip report.
Cox 2025CARFAX annual revenue — selling raw data access with zero interpretation layer on top.
Addressable opportunity in the data interpretation layer — the gap no incumbent has filled.
Multiple buyer segments. One clear beachhead — the highest-frequency buyers in the market.
Volume buyers at auction. Instant risk assessment across hundreds of VINs. One bad buy costs more than 1,300 verdicts.
~47% of marketIndependent lots running consistent trade-ins and acquisitions. Verdict speed directly impacts gross margin per unit.
~27% of marketHigh-frequency retail buyers where speed of decision equals margin. Every minute saved is money made.
~26% of marketHigh volume, structured operations. Follows once B2B foundation is established with dealers.
Included in dealer segmentDay-one demand.
Built-in distribution.
Active network of 10 local dealerships already interested — zero cold outreach needed to launch.
On-the-ground presence at the two largest wholesale auction networks. Highest-intent buyers, lowest friction.
Partner with DMS platforms to offer CarFlip as a native one-click add-on for independent dealers.
Targeted outreach to independent lot owners and GM-level decision makers across key US markets.
No subscription lock-in · First 5 reports free · Pay only when you flip.
We'll be in touch before launch. Watch for carflip.ai in your inbox.