How to price panel damage from auction photos
Before you bid, you have to turn listing photos into a repair number. The two questions that matter for every panel, and the cost tiers our model uses.
REPAIR · 4 min read
Every panel is one of two questions, not one
Looking at a damaged panel in a listing photo, there are really only two questions worth asking: does this panel need replacing, or does it just need paint. A crushed, torn or holed panel gets replaced. A dented or scuffed panel that is still structurally straight usually just needs a paint blend. Sort every visible panel into one of those two buckets before you think about a total figure, because the cost difference between them is large.
Why the two buckets cost so differently
A panel that needs replacing means sourcing a used panel, fitting it and painting it to match, the most expensive single line item in a cosmetic repair. A panel that only needs a paint blend, no replacement, is a much smaller job. Our own repair model in the Analyzer prices these as separate line items for exactly this reason, replace and blend are not the same cost and lumping them together is how a photo-based estimate goes wrong.
Reading severity from the photos
A close, well-lit photo showing a crumpled or torn panel with visible gaps in the bodywork is a replace. A photo showing a dent that has not broken the paint, a scuff, or a scratch that catches the light is a blend. Zoom in wherever the listing allows it. A wide photo taken at a distance flatters damage and hides the difference between the two, which is exactly why cheap-looking lots sometimes turn out to need more replacement than the thumbnail suggested.
The other things that ride along with panel damage
A hit hard enough to crush a panel often takes glass, a light unit or an airbag with it, and those get missed if you only look at the obvious dent. Check every photo of the damaged area for a cracked light lens, a missing wing mirror or a deployed airbag, since each of those is its own separate cost, not something a panel estimate already covers.
Do not price it in your head, price it in the Analyzer
Counting panels in your head from a set of thumbnails is how beginners lose margin, one missed replace panel or an underestimated blend count is often the difference between a profitable lot and a loss. Paste the lot into the Analyzer and it will assess the damage from the actual listing photos, sort panels into replace and blend, and price each using real per-panel repair costs rather than a guess, so your bid is based on a number, not a feeling.