Knowledge Architecture:ConceptsObservationsEvidence

Platform Dependency Index (PDI)

PDI

Concentration of Allocative Access Across External Platforms

Proposed hypothesis — not yet testedpublished

PDI measures concentration of allocative access across external platforms and AI intermediaries.

July 12, 2026
Version 1.0
8 min read
By Marco Patrone
pdiplatform_dependencyallocative_concentrationplatform_risklock_in

Definition

PDI quantifies the degree to which an entity depends on a small number of platforms or AI intermediaries for allocative access. Higher PDI indicates greater concentration risk and platform lock-in.

PDI uses concentration metrics to assess how dependent an entity is on specific platforms or AI systems for allocative access. Higher PDI indicates greater lock-in and switching costs.

Conceptual Formula

PDI(e) = 1 - H(normalized_allocative_shares), where H=Herfindahl-Hirschman Index of allocative access across platforms.

What This Index Measures

PDI captures allocative platform concentration.

medium confidence

By definition: PDI increases as allocative access concentrates across fewer platforms.

Implications

  • High PDI indicates platform lock-in and allocative vulnerability

Methodology

Type

index construction

Data Sources

syntheticplatform data

Confidence Level

medium

Description

PDI(e) = 1 - H(normalized_allocative_shares), where H=Herfindahl-Hirschman Index of allocative access across platforms.

Limitations

  • Requires platform-level attribution data
  • AI intermediaries may be opaque

Key Takeaways

Key Points

  • PDI scales 0-1
  • Based on allocative share concentration
  • Indicator of platform lock-in risk

Target Audience

firmsinvestorsantitrust analysts

Relevance Tags

pdiplatform_dependencyallocative_concentrationplatform_risk

Source Paper

The Zero-Click Economy

HomeSelf Research (2026)

View on Zenodo
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Citation

For the Platform Dependency Index (PDI), see HomeSelf Research (2026), The Zero-Click Economy.

DOI: 10.5281/zenodo.21321629

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