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Carbender
Identify damaged car parts and estimate repair costs
Estimating what it really costs to repair a vehicle is notoriously painful — buyers, body shops, and car flippers spend hours manually searching catalog numbers, pricing parts, and guessing labour costs. Carbender was built to solve this — born out of personal frustration while purchasing and repairing a salvage vehicle. The tool turns photos into repair estimates and OEM part lists in a few minutes — giving buyers a strong, data-backed starting point for evaluating, repairing a salvage vehicle.
Hey!
The idea started when I was looking at a damaged car on a salvage auction — a BMW that looked like a decent flip. I found a local mechanic who gave me a quote. I found another. The estimates were €2,400 apart for the same car. I had no idea which one was real.
That's the problem Carbender solves: information asymmetry in the used and damaged car market. Body shops and dealers have decades of experience pricing repairs. Regular buyers have nothing.
I wanted to build something that could look at a photo of a crashed car and tell you — in plain numbers — what it actually costs to fix. Not a ballpark. A real OEM part-by-part breakdown, with new, aftermarket, and used prices side by side.
What surprised me while building this was how much the problem compounds across borders. A car at a US Copart auction looks cheap until you factor in customs, DOT compliance, airbag restoration, and shipping. So I built the US import calculator and the free Monroney window sticker decoder — because a "loaded" listing often turns out to be a base trim once you pull the original factory build sheet.
We're still early, but the core works: upload photos → get OEM codes and repair costs → decide with confidence.
Would love feedback from anyone who's bought or sold a damaged vehicle. What information would have saved you the most money? 🔧
About Carbender on Product Hunt
“ Identify damaged car parts and estimate repair costs”
Carbender was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #122 on the daily leaderboard. Estimating what it really costs to repair a vehicle is notoriously painful — buyers, body shops, and car flippers spend hours manually searching catalog numbers, pricing parts, and guessing labour costs. Carbender was built to solve this — born out of personal frustration while purchasing and repairing a salvage vehicle. The tool turns photos into repair estimates and OEM part lists in a few minutes — giving buyers a strong, data-backed starting point for evaluating, repairing a salvage vehicle.
On the analytics side, Carbender competes within Cars, Artificial Intelligence and Tech — topics that collectively have 1.1M followers on Product Hunt. The dashboard above tracks how Carbender performed against the three products that launched closest to it on the same day.
Who hunted Carbender?
Carbender was hunted by Carbender. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of Carbender including community comment highlights and product details, visit the product overview.
Carbender