Why this exists

I spent years working in the auto repair industry as a developer. Not building cars — building the software that shops use to run their business.

The first thing you learn is that the data layer underneath everything is broken. The vehicle specs are wrong in ways nobody catches until a service advisor looks stupid in front of a customer. The recall data is public but trapped behind a government website built for humans clicking, not developers building. And the diagnostic reference that tells you what a trouble code actually costs to fix? That's locked behind per-seat desktop software at hundreds a month — priced for dealership networks, not for the independent shop trying to compete with one.

The independent repair shop is the backbone of vehicle ownership in this country. They outnumber dealerships, they serve communities that dealerships won't, and they keep cars on the road longer. But the data they need to do their job is either wrong, inaccessible, or priced to exclude them.

The right-to-repair movement has made real progress on access to diagnostic tools and parts. That matters. But there's a quieter access problem in the data layer — the specs, the recalls, the repair economics — that nobody talks about because the people affected by it are too busy running shops to lobby about it. The developers building the next generation of tools for those shops hit the same wall: the data is either expensive, inaccurate, or both.

When AI tools matured enough to reconcile data across multiple authoritative sources at scale, I saw an opening. Not to build another generic car API — to build the verified, correction-grade data layer that independent shops and the developers who serve them actually deserve. One API. Flat pricing. No per-seat licensing. A free tier that's genuinely useful, not a marketing trap.

CarVector isn't a charity. It's a business. But it's a business built on the belief that vehicle data shouldn't be a moat that only enterprise buyers can cross. The data is mostly public. The reconciliation work is hard. That work is what we sell — at a price that doesn't exclude the people who need it most.

If you're building something for the independent repair ecosystem, we built this for you.