How it works
No black boxes. Just clear logic you can inspect.
Every number Motovista.india shows you comes out of a rule-based formula built around real Indian market behavior. We show the factors, the direction they push the price, and the size of the impact.
The valuation formula
Fair Market Value =
Benchmark price
× Age depreciation
× Kilometres adjustment
× Exterior condition
× Interior condition
× Tyre condition
× Ownership factor
× Accident factor
× Service history
× City / demand
× Fuel-age normsThe benchmark for each brand-model-variant is an editable dataset we maintain. Every factor above multiplies against that base, and every one of them is visible to you in the results.
The affordability logic
- 1. Compute the EMI. Standard amortisation math on the loan portion.
- 2. Add real ownership cost. Fuel, insurance, maintenance and misc — monthly and annual.
- 3. Ratios against income. EMI-to-income, ownership-to-income, car-to-annual-income and down-payment ratio.
- 4. Safety cushion. Surplus after fixed costs, plus emergency-fund months of cover.
- 5. Mode-aware verdict. Conservative, Balanced or Aggressive thresholds — with a reverse-engineered suggested budget range.
Why not AI?
"AI pricing" hides the reasoning. For a decision this large, most Indian buyers want the opposite: a number they can defend and a formula they can argue with. That's what we've built. We may layer ML on top later — for anomaly detection or dataset refinement — but the number you see will always come with its factors.