Verified Property Record (VPR)
A canonical, machine-readable property record with verified attributes, trust signals, and action protocols designed for AI-mediated discovery and transaction coordination.
Description
VPR is a property-native implementation of canonical entity infrastructure. VPRs provide structured, verified property information that AI systems can reliably interpret. VPRs include trust signals, verification status, and action protocols that enable AI-to-AI coordination while preserving owner confirmation.
Related Concepts
Related Research
Verified Property Record (VPR) Technical Specification 2026
The Verified Property Record (VPR) Technical Specification 2026 defines a machine-readable property representation standard designed for AI-mediated discovery and selection. This document specifies the data model, required fields, trust layer, explainability layer, machine readability layer, and interoperability requirements for VPR implementation. The specification emerges from empirical research on AI-mediated property selection behavior and defines representation structures that have been validated to improve discoverability.
VPR Selection Experiment 2026
The VPR Selection Experiment 2026 evaluates the effect of property representation structure on AI-mediated property selection. Equivalent properties were represented using both traditional listing formats and Verified Property Records (VPRs) and evaluated across standardized AI selection environments. This controlled experimental design isolates representation structure as the independent variable while holding property attributes, selection scenarios, and AI systems constant.