Skip to content

Shoppable repair reports
from vehicle photos

Upload photos and a VIN to get repair costs, labor estimates, parts sourcing, hidden-damage risk, and your best repair or bid decision — in minutes.

Upload up to 10 vehicle photos on the next page. A 17-character VIN is required to generate your report.

Transform vehicle photos into complete, shoppable repair reports

MFB
Max Flip Bid
MRB
Max Rebuild Bid
MSB
Max Salvage Bid
Simple 6-Step Process

How It Works

From auction listing to max bid number in minutes — here's what happens when you run a report.

Enter VIN
VIN Decode
Expert Analysis
Cost Report
Parts Links
Max Bid
Start Your Assessment

Already have credits? Go straight to the tool.

Preliminary repair planning from vehicle photos, VIN information, and parts pricing. Reports typically take 5–10 minutes; processing time varies. Have a professional verify the findings before bidding or authorizing repairs.

Purpose-Built Solutions

Every Tool You Need

Purpose-built solutions for auction buyers, insurance adjusters, parts dealers, and repair shops.

On iPhone or Android? Explore AutoEstimatePro for photo repair estimates and salvage auction bid planning.

Car Repair Cost Estimator AI app iconAndroid App

Car Repair Estimates on Android

Create photo-and-VIN repair reports on Android. Explore AI Part Finder, itemized costs, vehicle values, bid scenarios, transport, saved reports and sharing.

Car Repair Cost Estimator AI app iconiPhone App

Car Repair Cost Estimator AI

Use photos and a VIN on iPhone for preliminary repair reports, AI Part Finder, vehicle values and auction budget tools. Reopen reports and share them with your shop.

Proprietary Assessment Engine

How We Read a Damaged Vehicle

Every part goes through five classification steps — detection, damage typing, action decision, severity rating, and labor costing — before a single dollar is assigned.

01 · Detection
02 · Damage Type
03 · Severity
04 · Action
05 · Labor Cost
Damage Assessment2020 Camry
Front Bumper CoverPrimary
BentReplace3.5 hrsSevere
$175
Grille AssemblyPrimary
BrokenReplace1.8 hrsModerate
$90
Front Bumper Energy AbsorberRelated
DeformedReplace0.8 hrsModerate
$40
Radiator Support UpperInferred
CrackInspect1.5 hrsMinor
$0
Total Estimate
Parts: $305Labor: $190$495

Actual report output — every dimension classified automatically

Step 01 · Detection Classification

How we know each part is damaged

Parts are tagged as visible in photos, possibly related to the impact, or inferred hidden damage. AutoEstimatePro uses a proprietary 10,367-case correlation database to flag possible related or hidden damage. These are preliminary findings, not confirmation of damage behind panels. A $0 unconfirmed line is unpriced risk, not free repair or a conservative total. Professional inspection is required.

PrimaryPrimary Damage

Directly visible, confirmed damage present in the vehicle photos. Always included in the repair estimate.

e.g. Front Bumper Cover, Grille Assembly

RelatedRelated Damage

Parts statistically expected to be damaged based on the impact zone — surfaced from real collision data even when photos don't show them.

e.g. Front Bumper Energy Absorber, Front Emblem Badge

InferredInferred Damage

Hidden or structural parts flagged through pattern analysis — components you can't see but are likely damaged based on impact type and engineering data.

e.g. Front Bumper Retainers, Hood Latch Area, Radiator Support Upper

Step 02 · Damage Type

What physically happened

Determines repairability, parts needed, and how many labor hours the operation requires.

Missing

Part fully absent

Broken

Structural fracture

Shattered

Fragmented material

Bent

Metal deformation

Dented

Impact depression

Deformed

Shape distorted

Cracked

Partial fracture

Misaligned

Out of position

Scratch

Surface paint damage

Gouged

Deep material removal

Chipped

Small fragments missing

Punctured

Hole through material

Torn

Material separation

Corroded

Rust / oxidation

Burned

Heat or fire damage

Faded

Paint oxidation

Step 03 · Severity Rating

How bad is the damage

Controls repair priority, labor sequencing, and how many inferred parts get flagged as likely failures.

Severe

Structural or safety-critical. Highest labor hours, most likely to cascade into inferred part failures.

Moderate

Functional or visible damage requiring skilled labor. May shift to Replace on secondary inspection.

Minor

Cosmetic or surface-level. Lowest labor estimate, least likely to affect adjacent parts.

Step 04 · Action Decision

Replace, Repair, or Inspect

Assigned per part based on damage type, severity, and OEM repair data.

Replace

Damage exceeds repair threshold — part must be swapped. Labor covers removal, install, and fit verification.

Repair

Skilled labor restores the part to OEM condition. Hours estimated from our database per make, model, and operation.

Inspect

Physical inspection needed before a final decision. Part cost is $0 until confirmed — labor hours still estimated.

Step 05 · Labor Hours Calculation

Where the dollar number comes from

Hours are pulled from OEM service manuals per make, model, year, and operation — including torque specs and calibration requirements.

Planning labor rates vary by report type ($25–65/hr). Verify hidden-damage risks with an in-person inspection; $0 hidden-damage items are unpriced, not free to repair.

Front Bumper CoverReplace2024 Kia Soul · 2.0L
OEM · I-CAR
Repair Procedure
  1. 1Disconnect 12V negative battery cable; wait 3 min before service
  2. 2Remove front fascia retainers, push-pin clips, and lower splash shield
  3. 3Disengage parking sensor & camera harnesses — do not pull wiring
Torque
8 Nm
retainer bolts
Labor
3.5 hrs
per OEM time
Calibration
Required
FCW radar
Sourced from OEM service manualRev. 2024.03
What You Get in Every Report

A few of the outputs inside every report

Every report goes far beyond the damage breakdown. Here are just some of what's waiting for you — per-part analysis, live parts pricing, and a complete investment picture with exact bid ceilings.

Report · Damage Analysis
Damage Breakdown4 items
Left Headlight AssemblyPrimary
ShatteredReplace2.0 hrsSevere
$100
Damage Type
Shattered
Fragmented material
Action
Replace
Exceeds repair threshold
Origin
Directly Visible
Confirmed in photos
Labor Cost
2.0 hrs × $50/hr
= $100
Assessment Notes

Headlight lens is completely shattered with internal reflector damage. Moisture ingress confirmed. Full assembly replacement required — repair not viable.

Front Bumper CoverPrimary
BentReplace3.5 hrsSevere
$175

Actual report output — per-part damage card

Report Output 1

Per-Part Damage Analysis

Every part. Every detail. Nothing glossed over.

Each damaged component gets its own full breakdown — damage type, origin, how it was detected, required action, labor time, and estimated cost. No aggregated guesses. You see exactly what the AI found and why.

Damage type and how it was identified
Action required — Replace, Repair, or Inspect
Labor hours and line-item cost
Origin: Directly Visible, Related, or Inferred
Report · Parts Sourcing
Left Headlight AssemblyPrimarySevere
Replace · 2.0 hrs · Estimated part: $285
3 sources
OEM Dealer Parts
OEM

Left Headlight Assembly — OEM

#81150-06B60

$342.00
OEM

Headlight Assy, Composite

#TO2502221

$299.00
eBay Motors & LKQ Salvage
eBay

2019-21 Toyota Camry Left Headlight — Used OEM

$89.99
LKQ

LKQ — 2020 Camry Driver Side Headlamp

$112.00
Amazon Aftermarket
Amazon

TYC 20-9919-00 Replacement Left Headlight

$67.49
Amazon

DEPO 312-1184L-AS Headlight Assembly

$54.30
Best available price$54.30 Amazon

Actual report output — per-part vendor listings

Report Output 2

Shoppable Parts, Right in the Report

Price parts before the hammer drops.

Every part in your report comes with live vendor listings across multiple sourcing channels. Compare OEM, used, and aftermarket prices side-by-side — so you know your true all-in cost before you ever place a bid.

OEM dealer pricing for exact-fit parts
eBay & LKQ used and salvage listings
Amazon aftermarket alternatives
Multiple options per part — you choose the tier
Report · Investment Analysis
Investment AnalysisAuto-Refreshed
Current Value (As-Is)
Clean Title$11,200
Salvage Title$8,400
Confidence: High
After-Repair Value
Clean Title$24,500
Salvage Title$18,200
Confidence: High
Part-Out Value
$6,800
– $9,200
Confidence: Medium
Total Repair Estimate
Parts: $1,820Labor: $885$2,705
Investment Strategy Recommendations
MFBMax Flip Bid
$5,190
Flip as-is — sell without repairs
MRBMax Rebuild Bid
$11,240
Repair & resell for clean title value
MSBMax Salvage Bid
$2,870
Part out & sell components

Actual report output — investment analysis & max bid numbers

Report Output 3

Investment Analysis & Max Bid Numbers

Know the number before the auction starts.

Every report closes with a complete investment picture — current as-is value, after-repair value, part-out potential, and three precise bid ceilings: one for each exit strategy. Stop guessing what to pay.

Current value (as-is) with clean and salvage title
After-Repair Value — what it's worth fixed
Part-out value range if you strip and sell
MFB · MRB · MSB — your three bid ceilings
Get Started in Minutes

Get Your Repair Report

Paste a VIN and upload your own vehicle photos. Get line-item repair costs, real-priced parts, and your max bid number — in minutes.

Start a Report
Included with Subscription

Parts Marketplace

Browse OEM & aftermarket parts by make, model, and damage zone — live eBay & Amazon listings.

Browse Parts Marketplace

Included with subscription · Live eBay & Amazon listings · 27 damage zones

Frequently Asked Questions

How does AutoEstimatePro analyze vehicle damage?

Photos and VIN information are used to identify visible damage and suggest repair actions, parts costs, and labor hours. A professional must verify the findings.

How long does a report take?

Reports typically take 5–10 minutes after submission; processing time varies.

What is included in every AutoEstimatePro damage report?

Reports include a preliminary damage breakdown, parts and labor estimates, parts sourcing, and bid-planning guidance where applicable. Findings and prices require verification.

How does AutoEstimatePro detect hidden or related damage not visible in photos?

AutoEstimatePro uses a proprietary 10,367-case correlation database to flag possible related or hidden damage. The analysis considers the visible impact and vehicle information; it cannot confirm damage behind panels or replace a physical inspection. Related or inferred damage is unconfirmed until inspected. A $0 line for unconfirmed hidden or related damage is unpriced risk, not free repair or a conservative total; actual repair costs may be higher.

How are repair labor costs calculated in the report?

Estimated operation hours are multiplied by the rate for the report type. Labor assumptions are $25/hour for DIY/auction rebuild, $50/hour for auction flip/part-out, and $65/hour for repair/insurance. These are planning assumptions, not local shop quotes.

How much does an AutoEstimatePro damage report cost?

A single report is $4.99. Pro Buyer is $49.99/month — 20 reports/month + full AutoDealerPro DMS. Purchased report credits never expire; subscription allowances reset each billing period.

How accurate are the repair cost estimates?

Reports are preliminary estimates that need professional verification before bidding or authorizing repairs. There is no guaranteed accuracy percentage against shop quotes. Photo quality, parts availability, local labor rates, and hidden damage affect the final cost.

Does AutoEstimatePro work for Copart or IAA vehicles?

You can submit your own vehicle photos and VIN information for Copart, IAA, or other auction vehicles. No Copart or IAA membership is required to use AutoEstimatePro.

Can I use AutoEstimatePro on iPhone or Android?

Yes. The iPhone and Android apps offer photo-and-VIN reports, AI Part Finder, itemized repair costs, vehicle values, auction bid and transport tools, saved reports, and shareable web links. Professional verification is required before bidding or authorizing repairs.

Does AutoEstimatePro work with my estimating software?

AutoEstimatePro provides a structured first-draft breakdown of parts, labor, and paint alongside your estimating workflow. Your estimator must verify the report and owns the final estimate.

The next auction is happening right now

Every bid without a report is a gamble.

For less than a tank of gas, get every number you need — plus the full DMS to run your lot. One avoided mistake pays for the year.

20 AutoEstimatePro damage reports/month
Full AutoDealerPro DMS — cloud-based
Inventory, CRM & deal desk
Recon kanban & service workflow
1-click report → vehicle import
AI multi-marketplace listing publisher
QuickBooks Online sync
Hidden damage detection from photos
Max bid calculator (MFB / MRB / MSB)
Repair cost, labor estimate & real-time parts sourcing
Parts Marketplace — eBay, Amazon, OEM & LKQ by VIN
After repair value (ARV)
Shareable links
Structured repair estimate (parts, labor, paint)
Priority support

No subscription · Credits never expire · Secure checkout via Stripe