The example
A synthetic buyer asks for a 3 BHK with a ₹4.5 crore budget and requests a conversation tomorrow. This is an illustrative fixture, not a customer record. The model-judged dimension values are supplied for the demonstration; no live model was run.
What was verified
The demonstration executes Reando’s budget-fit and weighted-total functions using a sample ₹4 crore price floor. With depth 14, configuration 18, intent 18 and process engagement 12, the budget-fit value is 20 and the weighted total is 83 out of 100.
Why the result is useful
The broker can see what contributed to the assessment instead of relying on a bare label. The short enquiry does not receive the same weight for conversation length as it does for intent. In a real evaluation, the quality of the model’s dimension judgments still needs checking.
What this study does not prove
The fixture demonstrates the arithmetic and presentation of an assessment. It does not establish scoring accuracy on real buyers, more visits, a conversion lift or revenue. Those claims need a customer dataset with observed outcomes.