Netflix

public company

Netflix

Industry Entertainment

A public streaming-entertainment company competing with Disney, Amazon, Hulu, Max, YouTube, and other media platforms. Netflix offers real entertainment value but is still a shareholder-governed attention platform with subscription capture, viewer-data collection, and labor-power concerns exposed by the streaming-era writers and actors disputes.

Why this matters: Streaming subscriptions are ordinary household spending, and the business model shapes labor, culture, and attention.

Letter grade D Extractive Medium confidence (AI) Rubric gcd-rubric-v1

Final Score 7* D - Extractive

* Tentative scaffolding score. Not human-checked or final.

Base Material17
Bonus+0
Cap35Ownership <= 2 and Governance <= 2
After Cap17
Penalties-10
!Not Verified
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Evaluation Overview

D - Extractive

The score turns mainly on Product Integrity, with the largest penalty coming from Policy Capture.

Strengths

  • Product Integrity3/5
  • Ownership2/10
  • Governance2/10

Penalties

  • Policy Capture-3
  • Subscription Capture-3
  • Surveillance Capture-3
  • Youth Capture-1

Evidence state

  • ConfidenceMedium confidence (AI)
  • ThoroughnessDeveloped (AI)
  • Linked claims7
  • Direct axis claims7
  • Coverage7/13

Scoring Axes

Axis Score Why this score
Ownership
?
Control rights: shareholder-dominated at 0, worker cooperative control at 10.
2 / 10

Netflix is a shareholder-governed public company, so control over streaming economics and cultural distribution is investor-centered.

Linked evidence
  • Netflix is a shareholder-governed public company, so control over streaming economics and cultural distribution is investor-centered. [1]
Governance
?
Binding decision authority: centralized control at 0, democratic stakeholder control at 10.
2 / 10

Netflix operates a global subscription streaming service, produces and licenses films and series, and sells advertising-supported streaming plans.

Linked evidence
  • context Netflix operates a global subscription streaming service, produces and licenses films and series, and sells advertising-supported streaming plans. [2]
  • context Netflix is a shareholder-governed public company, so control over streaming economics and cultural distribution is investor-centered. [1]
  • context Streaming economics, residuals, data opacity, and AI concerns were central to the 2023 writers and actors labor disputes affecting Netflix and other streamers, provides evidence for the relevant scoring judgment. [3]
  • context Netflix depends on recurring subscriptions, tiering, password-sharing enforcement, and plan changes, making subscription capture material even though cancellation is easier than many services. [4]
  • context Netflix collects viewing, device, profile, account, and advertising data to personalize content, run recommendations, measure ads, and operate the service. [5]
  • context Netflix sells entertainment to households including children and teens through profiles, recommendations, and youth-facing programming, creating moderate youth-attention capture risk. [6]
Extraction
?
Surplus allocation, wage share, CEO pay ratio, margins, and structured extraction judgment.
2 / 10

Netflix operates a global subscription streaming service, produces and licenses films and series, and sells advertising-supported streaming plans.

Linked evidence
  • context Netflix operates a global subscription streaming service, produces and licenses films and series, and sells advertising-supported streaming plans. [2]
  • context Netflix is a shareholder-governed public company, so control over streaming economics and cultural distribution is investor-centered. [1]
  • context Streaming economics, residuals, data opacity, and AI concerns were central to the 2023 writers and actors labor disputes affecting Netflix and other streamers, provides evidence for the relevant scoring judgment. [3]
  • context Netflix depends on recurring subscriptions, tiering, password-sharing enforcement, and plan changes, making subscription capture material even though cancellation is easier than many services. [4]
  • context Netflix collects viewing, device, profile, account, and advertising data to personalize content, run recommendations, measure ads, and operate the service. [5]
  • context Netflix sells entertainment to households including children and teens through profiles, recommendations, and youth-facing programming, creating moderate youth-attention capture risk. [6]
Labor Sovereignty
?
Worker power: coercive conditions at 0, co-determination or ownership at 7. Employee dissatisfaction matters only when source-backed evidence shows concrete limits on worker agency, such as coercive scheduling, retaliation, wage theft, harassment, unsafe conditions, suppression of worker voice, or extreme turnover.
1 / 7

Streaming economics, residuals, data opacity, and AI concerns were central to the 2023 writers and actors labor disputes affecting Netflix and other streamers, provides evidence for the relevant scoring judgment.

Linked evidence
  • Streaming economics, residuals, data opacity, and AI concerns were central to the 2023 writers and actors labor disputes affecting Netflix and other streamers, provides evidence for the relevant scoring judgment. [3]
Solidarity with the Unemployed
?
Treatment of exits and nonworkers, including severance, redeployment, and non-competes.
1 / 7

Netflix operates a global subscription streaming service, produces and licenses films and series, and sells advertising-supported streaming plans.

Linked evidence
  • context Netflix operates a global subscription streaming service, produces and licenses films and series, and sells advertising-supported streaming plans. [2]
  • context Netflix is a shareholder-governed public company, so control over streaming economics and cultural distribution is investor-centered. [1]
  • context Streaming economics, residuals, data opacity, and AI concerns were central to the 2023 writers and actors labor disputes affecting Netflix and other streamers, provides evidence for the relevant scoring judgment. [3]
  • context Netflix depends on recurring subscriptions, tiering, password-sharing enforcement, and plan changes, making subscription capture material even though cancellation is easier than many services. [4]
  • context Netflix collects viewing, device, profile, account, and advertising data to personalize content, run recommendations, measure ads, and operate the service. [5]
  • context Netflix sells entertainment to households including children and teens through profiles, recommendations, and youth-facing programming, creating moderate youth-attention capture risk. [6]
Loss-Bearing Fidelity
?
Willingness to absorb costs to preserve values, workers, users, and public obligations.
2 / 7

Netflix operates a global subscription streaming service, produces and licenses films and series, and sells advertising-supported streaming plans.

Linked evidence
  • context Netflix operates a global subscription streaming service, produces and licenses films and series, and sells advertising-supported streaming plans. [2]
  • context Netflix is a shareholder-governed public company, so control over streaming economics and cultural distribution is investor-centered. [1]
  • context Streaming economics, residuals, data opacity, and AI concerns were central to the 2023 writers and actors labor disputes affecting Netflix and other streamers, provides evidence for the relevant scoring judgment. [3]
  • context Netflix depends on recurring subscriptions, tiering, password-sharing enforcement, and plan changes, making subscription capture material even though cancellation is easier than many services. [4]
  • context Netflix collects viewing, device, profile, account, and advertising data to personalize content, run recommendations, measure ads, and operate the service. [5]
  • context Netflix sells entertainment to households including children and teens through profiles, recommendations, and youth-facing programming, creating moderate youth-attention capture risk. [6]
Market Conduct
?
Pricing fairness, switching costs, lock-in, and rent extraction.
2 / 5

Netflix operates a global subscription streaming service, produces and licenses films and series, and sells advertising-supported streaming plans.

Linked evidence
  • context Netflix operates a global subscription streaming service, produces and licenses films and series, and sells advertising-supported streaming plans. [2]
  • context Netflix is a shareholder-governed public company, so control over streaming economics and cultural distribution is investor-centered. [1]
  • context Streaming economics, residuals, data opacity, and AI concerns were central to the 2023 writers and actors labor disputes affecting Netflix and other streamers, provides evidence for the relevant scoring judgment. [3]
  • context Netflix depends on recurring subscriptions, tiering, password-sharing enforcement, and plan changes, making subscription capture material even though cancellation is easier than many services. [4]
  • context Netflix collects viewing, device, profile, account, and advertising data to personalize content, run recommendations, measure ads, and operate the service. [5]
  • context Netflix sells entertainment to households including children and teens through profiles, recommendations, and youth-facing programming, creating moderate youth-attention capture risk. [6]
Product Integrity
?
Preservation of quality rather than degradation for monetization.
3 / 5

Netflix operates a global subscription streaming service, produces and licenses films and series, and sells advertising-supported streaming plans.

Linked evidence
  • Netflix operates a global subscription streaming service, produces and licenses films and series, and sells advertising-supported streaming plans. [2]
Scale Integrity
?
Whether growth improves or degrades fairness and accountability.
2 / 5

Netflix operates a global subscription streaming service, produces and licenses films and series, and sells advertising-supported streaming plans.

Linked evidence
  • context Netflix operates a global subscription streaming service, produces and licenses films and series, and sells advertising-supported streaming plans. [2]
  • context Netflix is a shareholder-governed public company, so control over streaming economics and cultural distribution is investor-centered. [1]
  • context Streaming economics, residuals, data opacity, and AI concerns were central to the 2023 writers and actors labor disputes affecting Netflix and other streamers, provides evidence for the relevant scoring judgment. [3]
  • context Netflix depends on recurring subscriptions, tiering, password-sharing enforcement, and plan changes, making subscription capture material even though cancellation is easier than many services. [4]
  • context Netflix collects viewing, device, profile, account, and advertising data to personalize content, run recommendations, measure ads, and operate the service. [5]
  • context Netflix sells entertainment to households including children and teens through profiles, recommendations, and youth-facing programming, creating moderate youth-attention capture risk. [6]

Penalties

Penalty Applied Why this penalty
Policy Capture
?
Private-interest attempts to bend law, regulation, subsidies, taxes, enforcement, trade, labor, safety, competition, environmental, healthcare, housing, surveillance, civil-liberties, or consumer policy against workers, customers, citizens, affected communities, or ecological life. Public-interest advocacy is not penalized merely because it is lobbying. Range: -15 to 0.
-3

OpenLobby records NETFLIX, INC. lobbying on copyright / patents / trademarks, arts and entertainment, technology with about $60K in spending across 2 filings; the reviewed filings document…

Linked evidence
  • OpenLobby records NETFLIX, INC. lobbying on copyright / patents / trademarks, arts and entertainment, technology with about $60K in spending across 2 filings; the reviewed filings document private institutional lobbying over public rules rather than a public-interest advocacy role. [7]
Youth Capture
?
Manipulative youth-directed marketing, youth-data or attention monetization, collectible/add-on traps, parasocial or identity capture, surprise mechanics, or treating young people as lower-disclosure consumers. Making useful toys or welcoming children is not itself penalized. Range: -5 to 0.
-1

Netflix sells entertainment to households including children and teens through profiles, recommendations, and youth-facing programming, creating moderate youth-attention capture risk.

Linked evidence
  • Netflix sells entertainment to households including children and teens through profiles, recommendations, and youth-facing programming, creating moderate youth-attention capture risk. [6]
Subscription Capture
?
Manipulative recurring-payment, automatic-renewal, cancellation-friction, bundling, trial-conversion, or refund designs that profit from inertia or confusion. Range: -5 to 0.
-3

Netflix depends on recurring subscriptions, tiering, password-sharing enforcement, and plan changes, making subscription capture material even though cancellation is easier than many services.

Linked evidence
  • Netflix depends on recurring subscriptions, tiering, password-sharing enforcement, and plan changes, making subscription capture material even though cancellation is easier than many services. [4]
Surveillance Capture
?
Invasive surveillance, unreasonably non-optional tracking, facial recognition, biometric identification, or AI behavior scanning of customers, workers, bystanders, or the public. Range: -5 to 0.
-3

Netflix collects viewing, device, profile, account, and advertising data to personalize content, run recommendations, measure ads, and operate the service.

Linked evidence
  • Netflix collects viewing, device, profile, account, and advertising data to personalize content, run recommendations, measure ads, and operate the service. [5]

Bonus Credits

No bonus credits applied in this version.

Confidence Basis

Confidence Basis

Confidence is computed from the evidence trail and review state, not typed into the profile by hand.

Medium 72/100

7 verified linked claims 7 direct axis claims 0 disputed claims 7/13 components covered

This confidence label measures the source-backed evidence trail. AI-scaffolded scores remain tentative until human review.

Claim confidence 17/20

7 verified linked claims

Source quality 11/18

Best source per verified claim, weighted by institutional reliability

Direct axis-specific claims 9/18

7 direct claims across 13 active components

Dispute load 12/12

0 disputed claims on this entity

Recency 10/10

Newest accepted timestamp: May 13, 2026

Reviewer status 7/12

Human-reviewed components score higher than AI scaffolding

Component coverage 5/10

7/13 evidence-bearing components have direct support

Evidence State

Evidence State

Profile stateAI draft / human-pending
VerificationUnverified
ConfidenceMedium confidence (AI)
ThoroughnessDeveloped (AI)
Correction routeUse “Challenge this rating” for factual errors, missing counterevidence, source problems, or calculation mistakes.
Company responseCompany representatives can submit source-backed corrections; payment never changes scores or reviewer authority.

Claims and Sources

Claims are the evidence record. Each claim needs a source link, axis category, status, confidence level, and timestamp before it can support a score.

* Tentative scaffolding score. Not human-checked or final.
1Netflix is a shareholder-governed public company, so control over streaming economics and cultural distribution is investor-centered.

Ownership Verified High confidence AI-generated / human-pending

AI scaffold

2Netflix operates a global subscription streaming service, produces and licenses films and series, and sells advertising-supported streaming plans.

Product Integrity Verified High confidence AI-generated / human-pending

AI scaffold

3Streaming economics, residuals, data opacity, and AI concerns were central to the 2023 writers and actors labor disputes affecting Netflix and other streamers, provides evidence for the relevant scoring judgment.

Labor Sovereignty Verified Medium confidence AI-generated / human-pending

AI scaffold

4Netflix depends on recurring subscriptions, tiering, password-sharing enforcement, and plan changes, making subscription capture material even though cancellation is easier than many services.

Subscription Capture Verified High confidence AI-generated / human-pending

AI scaffold

5Netflix collects viewing, device, profile, account, and advertising data to personalize content, run recommendations, measure ads, and operate the service.

Surveillance Capture Verified High confidence AI-generated / human-pending

AI scaffold

6Netflix sells entertainment to households including children and teens through profiles, recommendations, and youth-facing programming, creating moderate youth-attention capture risk.

Youth Capture Verified Medium confidence AI-generated / human-pending

AI scaffold

7OpenLobby records NETFLIX, INC. lobbying on copyright / patents / trademarks, arts and entertainment, technology with about $60K in spending across 2 filings; the reviewed filings document private institutional lobbying over public rules rather than a public-interest advocacy role.

Policy Capture Verified Medium confidence AI-generated / human-pending

AI scaffold

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