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MoatDefender

Global MDI / Customer lock & network

System-of-action embedding

Three published measures. Read each on its own.

Measured snapshot, not a live feed

Evidence
32

works · cited by 604 · 1982–2017

AI durability
depends

Published expectation, not a measured outcome.

Momentum
+58%

Yearly papers · 2023–2025 against 2018–2020

What may hold

Holds where replacing it means re-validating real work; erodes where lock-in rests on fees or data export.

Associations are not causal evidence. Zero matched works is a coverage gap, not evidence against this moat. Literature activity is not market performance.

AI durability is an expectation; no moat type has yet been shown to predict profit persistence in the AI era. Not investment advice.

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