LIVE ENGINE v0.3.1

Upload Any Manheim or ADESA PDF.
Get Your Max Bid in 60 Seconds.

1,400 YMM risk patterns · Live parts & retail comps · Zip-calibrated to your shop rates.
Built by a 15-year lane veteran.

86% accurate on 200+ real flips No credit card required Results in 60 seconds
flipanycar.engine v0.3.1
2022 Toyota Camry SE
Drop Manheim or ADESA PDF
or click to see live demo →
🔍
Analyzing condition report…
27 fields extracted · vin · grade · damages
4 risk patterns matched
scrubbing 8+ live data sources…
VIN ···LF948756 · 52,400 mi · AutoGrade 3.8
BUY
MAX BID $18,400
RECON ESTIMATE $3,250
RETAIL TARGET $28,500
PROJECTED MARGIN $4,850 · 26%
EST. DAYS ON LOT 32 days
⚡ single-key risk flagged · $280 fob budget added to recon
27
Fields extracted per report
1,400
YMM risk patterns
8+
Live data sources
60s
From PDF to verdict
— How It Works

From PDF to Verdict
in Four Steps

No spreadsheets. No guesswork. Just drop the condition report and walk away with a clear number.

01 /
Drop the PDF
Upload any Manheim or ADESA condition report directly from your phone or desktop. No reformatting needed.
02 /
AI Reads 27 Fields
VIN, year/make/model, mileage, AutoGrade, all damage codes, DTCs, tire tread, announcements — every signal that matters.
03 /
Live Data Scrub
Real-time parts pricing, OEM alternatives, retail market comps, and days-on-market — calibrated to your dealer ZIP code.
04 /
Calibrated Verdict
Max bid, itemized recon, retail target, projected margin, and days on market. One clear answer before the lane closes.

— Key Benefits

Built for Dealers
Who Buy Smart

Every feature is engineered for the reality of the auction lane — fast, accurate, and calibrated to your market.

Risk Detection Engine
1,400 year/make/model risk patterns built from real auction data. Convertible-top wildcards, single-key traps, frame-weld tells, DTC severity scores — the patterns that kill margins get flagged before you bid.
1,400 patterns
Live Market Intelligence
Real-time parts prices from RockAuto and eBay Motors. Live retail comps from Cars.com and AutoTrader. Demand index and average days on market — all pulled fresh the moment you upload.
8+ live sources
Dealer-Calibrated Verdicts
Enter your dealer ZIP once. Shop rates, body rates, and local market comps are calibrated to your specific market. A car in Phoenix is not the same deal as the same car in Atlanta.
ZIP-calibrated
Full Report History
Every analysis saved to your private account. Review past verdicts, compare deals you passed on, and build a data trail that makes you a smarter buyer every single run.
Private history

— Platform & Roadmap

What's Live & What's Coming

The core engine is live and running. More tools are being built specifically for dealer workflows.

01 ● LIVE
Condition Report Analysis
Full Manheim & ADESA PDF parsing. 27 fields. Risk patterns. Parts pricing. Market comps. Verdict in 60 seconds.
02 ● LIVE
Private Report History
Every report saved to your dealer account. Searchable, sortable, and private — only you can see your deals.
03 ● LIVE
ZIP-Calibrated Recon
Shop and body labor rates calibrated to your dealer ZIP. Your local market, your real costs, your real margin.
04 ◆ NEXT
Bulk Run-List Mode
Upload an entire run list before the sale. Get verdicts ranked by margin. Walk in knowing exactly which lane to hit.
05 SOON
Live Auction Mode
VIN quick-scan from the block. Snap the windshield sticker, get a verdict before the hammer drops.
06 SOON
Smart Alerts
Watchlist cars you passed on. Get notified when market conditions shift and a car you passed finally hits your margin target.
Stop Guessing.
Start Winning Lanes.
Upload your first condition report free. No credit card. Results in 60 seconds.
Try a Report — Free
86% accurate on 200+ real dealer flips · Built by a 15-year lane veteran
Try a Report — Free