What confidence labels mean in a vehicle valuation

A confidence label answers a different question from the price itself. The price says "what is this car worth?" The confidence label says "how much should I trust that number?". The two together are far more useful than either one alone.

High confidence means the valuation is supported by multiple fresh comparable points and the variance between those points is small. Use the midpoint with conviction — the band is narrow because the market agrees.

Medium confidence means there is reasonable evidence but with some variance. The range is reliable, but the midpoint is indicative — quote the range when you negotiate rather than anchoring on a single figure.

Lower confidence means the vehicle is niche, imported, or the comparable data is limited. Treat the valuation as a ballpark and widen your negotiating range. A lower-confidence label is not a flaw in the car — it is honesty about the evidence.

On SayaratIQ, every valuation carries one of these three labels. The label depends only on the evidence behind that VIN — number of comparables, recency, and consistency of the signals. It is not a rating of the car.