Machine Readability Index (MRI)
A standardized 0-100 score measuring how effectively a property record enables AI-mediated understanding, comparison, and selection.
Description
MRI evaluates completeness, machine readability, consistency, and verifiability of property data. Higher MRI scores correlate with improved AI-mediated discoverability. MRI is a composite metric derived from attribute coverage, structure quality, and verification status.
Related Concepts
Related Research
Machine Readability Validation Study 2026
The Machine Readability Validation Study 2026 validates the Machine Readability Index (MRI) framework against observed AI selection outcomes. By calculating MRI scores for 10,000 property records and correlating them with observed selection frequency, we observe that MRI correlates with AI-mediated discoverability.
Representation Efficiency Score (RES)
The Representation Efficiency Score (RES) quantifies how efficiently a property record conveys selection-relevant information. RES balances completeness with concision, rewarding properties that provide comprehensive representation without redundancy.