Knowledge Architecture:ConceptsObservationsEvidence

AI-Adjusted Days on Market

ADOM

Expected Time to Qualified Match or Transaction After Controlling for Representation Quality and Asset Characteristics

Proposed hypothesis — not yet testedpublished

AI-DOM measures time-to-transaction controlling for representation.

July 13, 2026
Version 1.0
7 min read
By HomeSelf Research
ai-domtime_to_marketliquidityreal_estate

Definition

AI-DOM measures the expected time to qualified match or transaction after controlling for representation quality and relevant asset and market characteristics. This is an empirically estimated time-to-event metric, not a fixed formula. Applicable sector: Real Estate.

AI-DOM estimates expected time to qualified match after accounting for representation quality and asset characteristics. Provides a representation-adjusted liquidity measure.

Conceptual Formula

AI-DOM is estimated through survival analysis or time-to-event regression controlling for representation quality, asset characteristics, and market conditions. No fixed formula is provided.

Methodology

Type

index construction

Data Sources

transaction datarepresentation metrics

Confidence Level

low

Description

AI-DOM is estimated through survival analysis or time-to-event regression controlling for representation quality, asset characteristics, and market conditions. No fixed formula is provided.

Limitations

  • Requires estimation
  • Confounding factors are numerous
  • Market-specific

Key Takeaways

Key Points

  • AI-DOM is time-denominated
  • Real estate-specific metric
  • Estimated, not formulaic

Target Audience

cfoasset managersreal estate investors

Relevance Tags

ai-domtime_to_marketliquidityreal_estate

Source Paper

The Zero-Click Economy

HomeSelf Research (2026)

View on Zenodo
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Citation

For the AI-Adjusted Days on Market, see HomeSelf Research (2026), The Balance-Sheet Economics of AI-Mediated Demand.

DOI: 10.5281/zenodo.21341632

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