CarRank
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Est. market cap

A rough inventory-value proxy for the filtered slice — useful for comparing brands or models by listed stock, not audited trade volume.

Est. market cap ≈ fair market price × ingest count

Inspired by crypto “market cap”, this multiplies the median ask by how many listings we counted in the scrape aggregate for the slice. It answers: if everything listed near the median actually sold near that price, what is the nominal value on the lot?

Limitations

The same physical car can appear in multiple dealer posts with different URLs. We do not dedupe to unique VINs or seller offers for this KPI. Treat it as a liquidity proxy, not an audited GMV figure.

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