Resources
Vehicle inspection guides and resources.
Practical, plain-language guides to inspecting vehicles, describing damage, taking inspection photos, and building condition reports that hold up to review.
Guides
Inspection fundamentals
- Checklist · 6 min read
Vehicle Inspection Checklist for Pickup, Return, and Handover
A practical vehicle inspection checklist for rentals, fleets, and dealerships: exterior panels, glass, lights, wheels, interior points, and the details every handover record should include.
Read the guide - Explainer · 6 min read
Types of Vehicle Damage: Scratches, Scuffs, Dents, Cracks, and Chips Explained
A clear guide to the common types of exterior vehicle damage, including scratches, scuffs, dents, cracks, chips, glass damage, and damaged lights, with how to tell them apart and how to document them.
Read the guide - Guide · 5 min read
What Is a Vehicle Condition Report? What It Should Include
What a vehicle condition report is, who uses one, and what a complete report should include, from vehicle details and inspection images to damage findings, comparison, and human review.
Read the guide - Guide · 6 min read
How to Photograph a Vehicle for an Inspection or Damage Report
How to take clear, consistent vehicle inspection photos: which angles to capture, where to stand, how to handle lighting and reflections, and how to photograph damage close-ups.
Read the guide - Comparison · 6 min read
Manual vs. AI Vehicle Inspection: Differences, Strengths, and Limitations
An honest comparison of manual and AI-assisted vehicle inspections: consistency, documentation, hardware, limitations, and why strong workflows combine AI with human review.
Read the guide - Guide · 4 min read
Trade-In and Used Vehicle Inspections for Dealerships
How dealerships can standardize trade-in, acquisition, and reconditioning inspections with consistent photos, structured damage findings, and digital vehicle condition reports.
Read the guide - Guide · 6 min read
Lease Return Inspection: What to Expect and How to Document Vehicle Condition
What happens during a vehicle lease return inspection, how normal wear and tear differs from excess damage, and how lessees and leasing companies can document condition clearly before the vehicle is returned.
Read the guide - Checklist · 5 min read
Used Car Pre-Purchase Inspection: What to Check Before You Buy
A practical used car pre-purchase inspection guide: what to check before you see the car, during the walk-around and test drive, when to use a mechanic, and how to document condition when you buy.
Read the guide
Industry guides
AI vehicle inspection by use case
- Rental companies
AI Vehicle Inspections for Rental Companies
Learn how AI vehicle inspections can help rental companies document vehicle condition, compare pickup and return inspections, identify possible new damage, and create clearer digital reports.
Read the guide - Fleets
AI-Powered Vehicle Inspections for Fleets
Learn how AI-powered fleet vehicle inspection software can help operators standardize inspections, document vehicle condition, detect visible damage, reduce manual work, and maintain clearer fleet records.
Read the guide - Dealership loaners
AI Inspections for Dealership Loaner and Courtesy Vehicles
Learn how AI-assisted vehicle inspections can help dealerships document loaner and courtesy vehicle condition at check-out and return, identify possible new damage, and reduce disputes with service customers.
Read the guide - Insurance
AI Vehicle Damage Assessment for Insurance Claims
Learn how AI-assisted vehicle inspections can help insurers improve claims intake, document visible damage, support remote assessments, and create clearer vehicle condition reports.
Read the guide - Marketplaces & auctions
AI Vehicle Inspections for Used Car Marketplaces and Auctions
Learn how AI-assisted vehicle inspections can help used car marketplaces and auctions standardize listing condition reports, give remote buyers clearer evidence, and document condition at sale, pickup, and delivery.
Read the guide - Car sharing & peer-to-peer
AI Vehicle Inspections for Car Sharing and Peer-to-Peer Rental
Learn how AI-assisted, self-service vehicle inspections can help car sharing operators and peer-to-peer rental platforms document condition at the start and end of every trip and resolve damage questions with clearer evidence.
Read the guide - AI damage detection
AI Vehicle Damage Detection From Smartphone Images
Learn how AI vehicle damage detection uses computer vision and smartphone images to identify visible vehicle damage, compare inspections, and create structured condition reports.
Read the guide
Reference
Vehicle inspection glossary
Clear definitions of the terms used in vehicle inspections, damage documentation, and AI damage detection, from bounding boxes to paintless dent repair.
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