Identity first. Price second.
You cannot price a truck you have misidentified. So it gets built in that order, and no dates get promised.
Identity
Building nowEvery truck gets a record: VIN checked by arithmetic, decoded once, each fact stamped with where it came from.
The gates
Building nowClass, body, emissions era, mileage. Get one wrong and every comparable after it is wrong.
Enrichment
NextTwo photographs — door jamb and engine plate — turn into ratings, build date and real engine spec.
Honesty
NextA band instead of a number, and the confidence to say “not this one” when the evidence is thin.
The moat
LaterCondition from photographs, recon costs, days on market, and every realised sale feeding back in.
Marked on these, in public
Blank until they are real. No number goes on this page that we have not measured.
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- Decode hit rate
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- Gate fill rate
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- Extraction accuracy
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- Duplicate precision
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- Effective comparables
VINs that return a usable truck
Records with the critical facts present
Checked against hand-labelled trucks
Same truck, counted once
Independent evidence per valuation
Watch it get built
One email when it opens. Nothing else, ever.