Documentation
Tips & tricks
Small optimizations that improve screening quality and reduce false positives.
Input quality
- Normalize mileage units and formatting
- Keep currency consistent per batch
- Prefer VIN/plate when available (reduces ambiguity)
Market selection
- Use 2–4 relevant markets instead of “all markets”
- Separate retail and wholesale comparisons
- Track seasonal effects for specific segments
Decision hygiene
- Always store “why this decision” as structured notes
- Review outliers weekly (tune your guardrails)
- Measure win-rate by segment to improve rules