Knowledge Architecture:ConceptsObservationsEvidence

AI-Mediated Revenue Share (AMRS)

AMRS

Proportion of Revenue Attributable to AI-Mediated Allocation Channels

Proposed hypothesis — not yet testedpublished

AMRS measures revenue share from AI-mediated channels.

July 12, 2026
Version 1.0
6 min read
By Marco Patrone
amrsai_revenue_sharechannel_dependencefinancial_bridge_metric

Definition

AMRS measures what proportion of an entity's revenue is attributable to AI-mediated allocation channels. Higher AMRS indicates greater dependence on AI for demand.

AMRS assesses what proportion of revenue comes from AI-mediated allocation channels. Higher AMRS indicates greater AI dependence.

Conceptual Formula

AMRS = revenue_from_ai_channels / total_revenue.

Methodology

Type

index construction

Data Sources

syntheticrevenue attribution

Confidence Level

medium

Description

AMRS = revenue_from_ai_channels / total_revenue.

Limitations

  • Channel attribution is challenging
  • AI-mediated classification is heuristic

Key Takeaways

Key Points

  • AMRS scales 0-1
  • Channel dependence measure
  • Complements ZCEI

Target Audience

firmsinvestorsanalysts

Relevance Tags

amrsai_revenue_sharechannel_dependencefinancial_bridge_metric

Source Paper

The Zero-Click Economy

HomeSelf Research (2026)

View on Zenodo
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Citation

For the AI-Mediated Revenue Share (AMRS), see HomeSelf Research (2026), The Zero-Click Economy.

DOI: 10.5281/zenodo.21321629

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