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Buying and underwriting

A CR Score Tells You Almost Nothing. Here's What to Read Instead.

A 3.8 CR score can be a car you should not touch, and a 2.9 can be the best buy in the lane. Learning how to read a Manheim condition report means learning to ignore the score on the front and read the detail underneath it.

The score is an average, and averages hide the one item that will cost you $4,000. A 3.8 with an active transmission leak and a structural call is a worse car than a 2.9 with curb rash, a torn seat bolster, and a headliner stain. The 2.9 is a detail bill. The 3.8 is a decision you will regret for a quarter.

So the first rule on our desk is non-negotiable: a CR score alone is insufficient. No condition report means rejection. We pull vehicle details, mileage, announcements, auction lights, the CR score, every underlying condition line, the notes, diagnostic codes, the inspection date, and previous times run before anybody looks at a price.

The hard failures — no exceptions#

These stop a car before we spend a dollar or a minute on CarbLy, CARFAX, or a valuation request. History-related failures apply whenever they surface, including late in the process. A large spread does not override any of them.

Freshness

More than 30 previous runs. A car that has run 30-plus times has already been evaluated by dozens of buyers with their own money on the line, and they all passed. You are not smarter than the lane; you are later than the lane. Something about that unit does not pencil, and the fact that you cannot see what it is does not mean it is not there.

Inspection 30 days old or older. A month-old inspection is describing a car that no longer exists. It has been shuttled between lots, sat in Florida sun, and had a month to develop a leak. When you buy sight-unseen, the inspection date is your entire basis for trust.

Eligibility

Red light. A red light means the vehicle is being sold with disclosed conditions and limited or no arbitration protection on the disclosed items. Buying a red-light car sight-unseen means giving up your only recourse on exactly the items most likely to cost you money.

As-is. Same reasoning, blunter. As-is is the seller telling you in writing that whatever you find is yours. That is a fine way for a large operation with its own body shop to buy, and a poor way for a 30-car lot with one tech to buy.

Positive average MMR below $3,000. Below that band, the absolute dollars are too thin. A $900 repair on a $2,600 car eats a third of the vehicle, and there is no retail room left to absorb it. Cheap cars are not low risk, they are low margin with the same repair bills.

Mitsubishi. This one is our shop's call, not a universal rule: parts availability, retail demand, and resale in our market do not support the reconditioning risk. Your market may differ. Have a written exclusion list of your own, whatever is on it, so the decision is made before the lane is moving.

Does not start or drive. Anything that will not start and move under its own power is an unknown-cost repair. There is no version of "it just needs a battery" that you can verify from a listing.

History and title

Title or odometer problems. A branded, missing, or delayed title kills your ability to sell and your ability to get a customer funded. An odometer problem contaminates the mileage that every book value, every advance, and every retail listing is built on. It is also the fastest route to a consumer complaint you will lose.

Rental use. Rental fleets are maintained on a schedule and driven by people with no stake in the car. Cold starts, curb hits, and hard miles show up 8,000 miles after you sell it, which is to say on your buy-here-pay-here paper.

Deployed airbags. A deployment means a real impact and a repair whose quality you cannot confirm from a photo. It also means a supplemental restraint system you are now personally warranting to the next family that drives the car.

Major damage, tow, total loss, salvage. These four history badges most reliably destroy your retail figure after you own the car. A customer who pulls a history report on his phone in your office will walk, and he should. Your retail spread was computed against a value the market will not pay for a branded unit.

Flood or fire evidence. In Florida this is the one to be hardest about. Flood damage surfaces as electrical gremlins, corroded connectors, and mold six to eighteen months out, which is deep into the term on an in-house note. Fire evidence means heat-damaged wiring you cannot inspect.

Structure and mechanical

Actual structural or frame damage. The word "actual" is doing work here, and the nuance section below explains why. Real structural damage means compromised crash performance, alignment that will not hold, and tire wear you will be arguing about with a customer.

Active leaks. An active leak is a leak that is happening now. That is a diagnosis, a part, labor, and a hold on the lot, and the diagnosis frequently reveals a second thing.

Major engine, transmission, drivetrain, or differential issues. These are the repairs that exceed your entire net gross on the unit. One transmission takes the profit from three good cars.

Emissions equipment failures. A failed cat, a bad EVAP system, or a deleted component is expensive, and it interacts with state inspection and warranty exposure. It also usually means a code your customer will see as a check engine light two weeks after delivery.

Specified critical codes. Not all codes are equal. A specific list of critical codes stops a car cold; unresolved noncritical codes are a review item, not an automatic reject. The discipline is deciding in advance which codes are on your critical list, in writing, and never re-litigating that list at 11:00 a.m. in a live lane.

The retail killers people underestimate#

None of these will make you feel like you got hurt at the auction. All of them show up as a specific dollar figure at recon or a specific customer complaint after delivery.

Scroll to see full table

Condition lineWhy it hurts you
Inoperative radio, infotainment, or GPSHead units and modules are expensive and often VIN-matched. A dark screen at delivery makes an otherwise happy customer feel cheated.
Inoperative or warm ACIn Florida this is not a comfort item, it is the deal. A "cools but not cold" note is frequently a compressor or an evaporator, not a recharge.
Inoperative convertible topMotors, hydraulics, and hydraulic-line leaks, plus water intrusion into an interior you now have to remediate.
HailPanel-by-panel PDR pricing that photos never fully show, and a retail listing your competitors will undercut with a straight car.
BiohazardOdor and contamination remediation with an uncertain outcome. Some interiors never come back, and the smell arrives on the test drive.
Headliner defectsSagging or delaminated headliners mean a pull-and-replace at real labor cost. See the nuance below on stains.

Price each of these into an actual number before deciding. "It needs a little work" is not a number. An illustrative $1,450 for a compressor, condenser, and labor is a number, and it either fits under the spread or it does not.

The nuance section#

This is where a screen either earns credibility or reveals itself as a blunt instrument. Three carve-outs matter.

Headliner stains alone are allowed. A stain is a cleaning attempt and, worst case, a cosmetic item that costs very little. A sagging, torn, or delaminated headliner is a labor job. Rejecting every headliner mention would throw away a large number of perfectly retailable cars, so we separate the stain from the defect and only fail the defect.

Truck structural calls and alterations, such as lifts, require review of actual evidence. A structural label on a truck is common and frequently reflects a properly executed aftermarket installation, a bed swap, or a bolt-on modification rather than collision damage. The label alone does not automatically reject a truck. Actual structural damage does. What that means in practice: somebody looks at the photos, the notes, and the evidence, and makes a call — and if the evidence is not there to look at, the truck does not get bought.

Unknown inspection dates and unknown run counts stay unknown. They do not automatically fail those limits. This is an honest distinction and it cuts both ways. An unknown date is not a pass either; it is a reason to get the date before you commit, or to buy only where you can lay eyes on the unit. Treating missing data as if it were good data is how dealers talk themselves into cars.

What "held" means and why it matters#

There is a third outcome besides bought and rejected, and it is the one most dealers do not have a name for. A condition report that exists but did not fully load is not a pass. It is held.

Held means the required evidence is missing or incomplete, so the car does not enter the workbook at all. It gets retried or verified, and if the evidence never shows up, it never gets bought. The same applies on the valuation side: a missing or failed history verification holds a vehicle out rather than letting it through on the strength of everything else.

The reason to name this outcome is psychological. Without a "held" bucket, every incomplete report becomes a judgment call, and judgment calls at auction speed default to optimism. Missing evidence is a reason to walk, not a reason to guess.

Why this discipline pays in a subprime shop#

If most of your paper is in-house or subprime, condition risk and credit risk stack. Deep subprime and subprime accounted for 34% of independent dealer originations, and buy-here-pay-here and other in-house financing held a 32.6% share of independent dealer financing (NIADA Used Car Industry Report). When you carry the note, an illustrative $2,200 repair four months in does not become the customer's problem, it becomes your delinquency.

The financing environment leaves no room for sloppiness either. Average used-vehicle APRs ran 11.26% in Q4 2025 with subprime borrowers at 15.31% of all financing (Experian Insights), and average subprime used APRs sat near 18.86% (Complete Car Loans). Advance caps and LTV ceilings vary by lender, program, and credit tier, and nothing here promises an approval or an advance. Your control point is the car.

Values move underneath you as well. The Manheim Used Vehicle Value Index sat at 207.4 in mid-August 2026, down 1.2% from July and roughly flat year over year (Cox Automotive). A car sitting for 60 days waiting on a repair is losing book value the entire time — the arithmetic on that is in our piece on retail spread and turn, and the equity side is in clean trade equity and cash down.

Build your own screen#

Write your rules down and hand them to whoever bids for you. A screen that lives in your head is a screen you will break the first time a lane gets exciting.

The checklist below is our screening list in printable form. Put it in the jacket pocket of anybody who bids on your behalf, and treat any fail as a stop rather than a discussion.

One-page condition report screen#

Print this and give it to whoever bids for you.

Scroll to see full table

#CheckFail conditionOutcome
1Condition report present and fully loadedNo CR at allReject
2Condition report loadingReport exists but did not fully loadHold, retry or verify
3Previous times runMore than 30 previous runsReject
4Inspection date30 days old or olderReject
5Auction lightRed lightReject
6Sale termsAs-isReject
7Value floorPositive average MMR below $3,000Reject
8Excluded makeMitsubishi (our list — set your own)Reject
9Runs and drivesDoes not start or driveReject
10Title and odometerTitle or odometer problemReject
11Prior useRental useReject
12RestraintsDeployed airbagsReject
13Damage historyMajor damage, tow, total loss, or salvageReject
14Water and fireFlood or fire evidenceReject
15StructureActual structural or frame damageReject
16LeaksActive leakReject
17PowertrainMajor engine, transmission, drivetrain, or differential issueReject
18EmissionsEmissions equipment failureReject
19CodesSpecified critical code presentReject
20InfotainmentInoperative radio, infotainment, or GPSReject
21ClimateInoperative or warm ACReject
22Convertible topInoperative topReject
23HailHail damageReject
24Interior contaminationBiohazardReject
25HeadlinerSagging, torn, or delaminated headliner defectReject
26Headliner stains onlyStain with no structural defectAllowed
27Truck structural call or liftLabel present, evidence reviewed and cleanAllowed with review
28Truck structural call or liftActual structural damage confirmedReject
29Unknown inspection date or run countData missingStays unknown, not an automatic fail — get the data
30Noncritical codes, ABS concerns, cracked or torn components, damage needing inspectionPresent but not on the critical listAllowed with human review

Two notes before you use it. First, clearing this screen means a car is a buying candidate, not a purchase approval — remaining condition warnings, price acceptance, and your actual landed costs still have to work, and our published underwriting standards spell out where the financial thresholds sit. Second, the screen is only worth what your consistency is worth. The value is not in the 30 lines, it is in never making an exception.

We run this list against thousands of Manheim units a day, buy the small share that clears with our own money, and offer those cars to Florida dealers with the full condition report attached to every unit — the current list and the reports are at drivewide.com/wholesale.

Sources#

  1. NIADA Used Car Industry Report
  2. Cox Automotive — Manheim Used Vehicle Value Index, mid-August 2026
  3. Complete Car Loans — loan-to-value mechanics and subprime LTV caps
  4. Experian — State of the Automotive Finance Market, Q4 2025 (via Experian Insights)

The wholesale list

See the run list →