1. Capture the vehicle
Vehicle identity, year, mileage, condition, region, and inspection evidence establish the basic context for the check.
How It Works
An evidence-based process for vehicle decisions.
CaraiPulse starts with the vehicle, checks the available evidence, evaluates whether the market can support a range, and explains the result without fabricating certainty.
2. Evaluate evidence quality
Comparable marketplace signals are assessed for match quality, freshness, reliability, and source diversity before a range is considered.
3. Apply the Evidence Threshold
A Market Supported Range is shown only when evidence is strong enough. If the threshold is not met, the valuation is withheld.
4. Explain the decision
The Evidence Report explains what was found, what is missing, and which intelligence layers can still support the buyer or seller.
Evidence first, range second.
The workflow is designed to protect users from false certainty when the market evidence is too thin.