DEALER A · REBUILDER PROFILE
STRONG FIT
- In-house body work
- Low labor cost
- Strong Ford parts sourcing
- Target profit: $4,500
MY MAX BID $13,300
AI AUCTION INTELLIGENCE FOR SALVAGE DEALERS & REBUILDERS
Know what YOU should buy — and your max bid before the auction.
Dealer Dream analyzes salvage auction lots using your repair costs, parts sourcing, transport, target margin, and risk tolerance — so the same car is judged by your business, not an average buyer.
Built for independent dealers, rebuilders, flippers, and experienced auction buyers.
DEMO SCENARIO · ILLUSTRATIVE DATA ONLY
LOT SUMMARY
2023 Ford Explorer ST
42,800 mi · Salvage · Front Left · Run & Drive
DEAL RESULTSTRONG FITDeal Score · 84 / 100
MY MAX BID$13,300
Protects target profit and risk reserve
EXPECTED ALL-IN$21,900at current bid
EXPECTED RESALE$28,500rebuilt value
PROJECTED MARGIN~$6,600at current bid
WHY THIS SCORE?
- Strong local demand for this model
- Favorable Ford parts sourcing
- Damage appears concentrated
RISK & CONFIDENCE
MEDIUM–HIGHCooling stack and ADAS calibration require reserve.
THE REAL AUCTION PROBLEM
The auction price is only the beginning.
A lot can look cheap and still destroy your margin. The real decision depends on repair cost, hidden damage, fees, transport, title history, resale value, time to repair, and how YOUR operation handles the work.
THE LOT$11,200Current bid
Buyer fees
Transport
Parts
Labor & paint
ADAS / programming
Hidden-damage reserve
Title / inspection
Expected resale
Days to sale
Required profit
The problem is not calculating one number. The problem is deciding whether this specific vehicle fits your business.
PERSONALIZED DEALER ECONOMICS
Generic calculators don’t know your business.
Two dealers can look at the same damaged vehicle and rationally arrive at different maximum bids. Dealer Dream is designed to model your actual economics instead of forcing every buyer into the same assumptions.
SAME LOT
2023 Ford Explorer ST
Front-left collision · Illustrative example
DEALER B · RETAIL DEALER PROFILE
PASS ABOVE
- Most body work outsourced
- Higher repair labor
- Standard parts sourcing
- Target profit: $4,500
MY MAX BID $10,650
Same car. Different business. Different bid.
FROM LOT TO DECISION
A decision workflow built around the way you actually make money.
- 01
Build Your Dealer Profile
Set labor rates, repair capabilities, sourcing assumptions, transport, target margin, title preferences, and risk rules.
- 02
Analyze a Real Lot
Add the VIN, listing information, auction photos, mileage, location, current bid, and available condition data.
- 03
Get Your Max Bid
See estimated repair economics, rebuilt resale range, risk reserve, projected margin, and the maximum bid that protects your target.
- 04
Record What Actually Happened
Track the real purchase price, fees, parts, labor, hidden damage, repair time, sale price, and realized profit.
- 05
Let the System Learn Your Business
Over time, Dealer Dream can compare predictions with your real outcomes and improve future recommendations for your operation.
SAMPLE DEALER DREAM ANALYSIS
One screen. The numbers that matter before you bid.
DEAL RESULT
STRONG FITBased on this dealer profile, required profit, and risk reserve.
MY MAX BID
$13,300Current Bid$11,200
Auction Fees$1,550
Transport$650
Expected Repair$6,100
Other / Title / Calibration$900
Risk Reserve$1,500
Expected All-In at Current Bid$21,900
Expected Rebuilt Resale$28,500
POSITIVE FACTORS
Strong local demand for this model
Dealer has favorable Ford parts sourcing
Damage appears concentrated in known repair area
RISK FACTORS
Cooling stack may require additional replacement
ADAS calibration likely required
Hidden front-rail damage cannot be ruled out from photos
Spend your time on the lots worth investigating.
Evaluate More Opportunities
Turn scattered auction data, photos, repair assumptions, and resale math into one repeatable pre-bid workflow.
Protect Your Margin
Calculate the maximum bid backward from your required profit and risk reserve instead of letting the auction price drive the decision.
Compare Lots Consistently
Rank candidate vehicles by expected profit, risk, confidence, capital required, and fit for your operation.
Learn From Every Completed Car
Build a history of prediction versus reality so your future buying decisions become based on your own repair and resale outcomes.
NOT JUST AN ESTIMATE
The analysis gets more valuable after the car is bought.
Most tools stop when they produce a repair estimate or max bid. Dealer Dream is designed to close the loop between the prediction and the final result.
DISCOVER→ANALYZE→BID→REPAIR→SELL→LEARN
Prediction → actual purchase → actual parts → actual labor → hidden damage → repair time → sale price → days to sale → realized profit.
The goal is simple: make the next decision better than the last one.
BUILT FOR SKEPTICAL BUYERS
No magic number. See what the recommendation is built on.
Dealer Dream provides decision-support estimates based on available data and user assumptions. Auction photos cannot reveal every defect, and the analysis is not a substitute for a physical inspection when one is available.
Ranges instead of false precisionVisible assumptionsConfidence by categoryRisk flags and unknownsDealer-editable inputsSource and timestamp trackingPredicted-vs-actual historyPhoto analysis is not physical inspection
Built to answer a different question.
The goal is not to tell every buyer the same number. The goal is to tell you whether the deal fits your operation.
Generic Auction
CalculatorGeneric AI
Repair EstimateDealer Dream
CalculatorGeneric AI
Repair EstimateDealer Dream
Auction fees●—●
Repair estimate—●●
Max bid●—●
Dealer-specific labor profile——●
Dealer-specific parts sourcing——●
Target profit / ROI rules——●
Predicted vs actual outcomes——●
Learns from dealer history——●
DEALER VALIDATION PROGRAM
Help shape the buying tool you would actually use.
We’re validating Dealer Dream with professional salvage buyers before building unnecessary features. If you regularly evaluate repairable auction vehicles, we want to understand your workflow and test the product on real lots.
- Use real vehicles you are actively evaluating
- Compare generic vs. dealer-specific max-bid logic
- Review repair, risk, and resale assumptions
- Tell us what would make the tool worth paying for
- Optionally share actual outcomes so predictions can be compared with reality
Questions dealers will ask first.
Is Dealer Dream an automatic bidding service?
No. Dealer Dream is being designed as a decision-support platform. It helps evaluate the economics and risk of a lot and calculate a maximum recommended bid. The buyer remains responsible for the final bidding and purchase decision.
Does Dealer Dream physically inspect the vehicle?
No. Photo and listing analysis can identify visible damage and likely risks, but it cannot reveal every hidden problem. The product should show uncertainty clearly and should not be treated as a physical inspection.
Which auctions will it support?
The product is being designed around professional salvage-auction workflows such as Copart, IAA, and similar sources. During validation, listing information or photos may be entered manually where direct data access is not available or appropriate.
How is my max bid calculated?
The target model works backward from expected rebuilt value, non-purchase costs, your required profit, and a risk reserve. Dealer-specific costs and rules can change the recommended bid materially.
Will Dealer Dream replace my experience?
No. The product is intended to structure and accelerate the work experienced buyers already do. Your corrections, assumptions, and actual outcomes are important inputs to the system.
How accurate are the estimates?
Accuracy must be measured against real completed vehicles. Early versions should show ranges, confidence, and unknowns rather than claim unsupported precision.
DEALER DREAM
Before you bid, know where your margin ends.
Join the Dealer Dream validation program and help us test a more personalized way to evaluate salvage auction opportunities.
Request Early Access ↗View Sample Analysis