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EditorialOpen data

Why public databases win

Open reference data compounds: corrections land faster, integrations multiply, and the whole market gets less opaque.

Coriozo Editorial3 min read

When vehicle facts live behind opaque APIs or static dealer feeds, everyone rebuilds the same scrapers. A neutral, public baseline lowers the floor for honest comparison tools.

What we owe contributors

Coriozo is built to credit sources, accept fixes, and keep history legible. If you spot a mismatch, the goal is a workflow that turns your note into a reviewed correction—not a black hole.