Documentation

Use Manual Lookup when you already know a car's parameters. Enter details such as brand, model, year, mileage, drivetrain, condition, and other fields. Submit the form to generate a model-based valuation range with AI feedback.

Use Parsed Lookup to evaluate a listing from a URL. Paste a supported listing link, and Cardian will extract available vehicle information automatically, run a valuation pipeline, and return predicted pricing output with contextual interpretation.

Cardian uses tokens to power premium actions. Each valuation or advanced workflow consumes tokens based on feature cost. You can top up your balance from the header button or profile area and choose a Starter or Pro package at checkout.