We combine reviewed community submissions, manual judgment, and rule-based checks to estimate the low, typical, and high bands for each car.

If the data looks noisy, the admin workflow keeps it pending until the review is complete. That protects the guide from update anomalies.

We do not auto-publish, and we do not store a calculated seller net in the database. Seller net is derived in code using the estimated 15% fee.