nonprofit news cooperative

Associated Press

Industry News

A nonprofit news cooperative supplying global news reporting, photos, video, election data, and wire services. Associated Press scores as one of the stronger major news institutions because broad informational utility is paired with a cooperative, non-shareholder structure.

Why this matters: AP is one of the stronger major news institutions: cooperative nonprofit structure and broad public-information value, though not fully public or worker governed.

Letter grade B Qualified Medium confidence (AI) Rubric gcd-rubric-v1 Last reviewed May 8, 2026

Final Score 43* B - Qualified

BQUALIFIED43 pts

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

Base Material49

Bonus+5

Cap66No structure cap

After Cap54

Penalties-11

!Not Verified

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Evaluation Overview

B - Qualified

The score turns mainly on Extraction, with the largest penalty coming from Reversibility.

Strengths

Extraction7/10
Ownership6/10
Governance6/10

Penalties

Reversibility-5
Accountability Opacity-2
Ideological Disavowal-2
Human Harm-1

Evidence state

ConfidenceMedium confidence (AI)
ThoroughnessDeveloped (AI)
Linked claims11
Direct axis claims10
Coverage10/17

Scoring Axes

Axis	Score	Why this score
Ownership ? Control rights: shareholder-dominated at 0, worker cooperative control at 10.	6 / 10	The Associated Press is a nonprofit news cooperative, not a public shareholder-owned media company. The Associated Press is a nonprofit news cooperative, not a public shareholder-owned media company. That places Associated Press in the middle of Ownership: there is some mission, member, producer, or public-interest constraint, but decisive control is not fully democratic. The value stays below the top tier because the linked record does not show full democratic control, non-extractive lock-in, or complete stakeholder protection on this axis. Calibration notes Comparative anchor: Publishing, journalism, newspaper-chain, and author-platform expansion; calibrated against nonprofit, trust-owned, author-service, platform, and conglomerate models. Uncertainty Focused category expansion; later review should add more labor, author-contract, pricing, audience-data, and governance evidence. Linked evidence The Associated Press is a nonprofit news cooperative, not a public shareholder-owned media company. [1] context AP provides global factual reporting, photos, video, election data, and wire services with broad public-information value. [2] context AP’s cooperative structure is stronger than investor-owned news, but public accountability and labor governance are still incomplete. [3]
Governance ? Binding decision authority: centralized control at 0, democratic stakeholder control at 10.	6 / 10	The Associated Press is a nonprofit news cooperative, not a public shareholder-owned media company. The Associated Press is a nonprofit news cooperative, not a public shareholder-owned media company. That places Associated Press in the middle of Governance: there are accountability mechanisms, but they stop short of broad democratic control. The value stays below the top tier because the linked record does not show full democratic control, non-extractive lock-in, or complete stakeholder protection on this axis. Calibration notes Comparative anchor: Publishing, journalism, newspaper-chain, and author-platform expansion; calibrated against nonprofit, trust-owned, author-service, platform, and conglomerate models. Uncertainty Focused category expansion; later review should add more labor, author-contract, pricing, audience-data, and governance evidence. Linked evidence context The Associated Press is a nonprofit news cooperative, not a public shareholder-owned media company. [1] context AP provides global factual reporting, photos, video, election data, and wire services with broad public-information value. [2] context AP’s cooperative structure is stronger than investor-owned news, but public accountability and labor governance are still incomplete. [3]
Extraction ? Surplus allocation, wage share, CEO pay ratio, margins, and structured extraction judgment.	7 / 10	The Associated Press is a nonprofit news cooperative, not a public shareholder-owned media company. The Associated Press is a nonprofit news cooperative, not a public shareholder-owned media company. That places Associated Press in the middle of Extraction: the institution creates real value but still leaves room for rent extraction, unequal bargaining, or surplus capture. The value stays below the top tier because the linked record does not show full democratic control, non-extractive lock-in, or complete stakeholder protection on this axis. Calibration notes Comparative anchor: Publishing, journalism, newspaper-chain, and author-platform expansion; calibrated against nonprofit, trust-owned, author-service, platform, and conglomerate models. Uncertainty Focused category expansion; later review should add more labor, author-contract, pricing, audience-data, and governance evidence. Linked evidence context The Associated Press is a nonprofit news cooperative, not a public shareholder-owned media company. [1] context AP provides global factual reporting, photos, video, election data, and wire services with broad public-information value. [2] context AP’s cooperative structure is stronger than investor-owned news, but public accountability and labor governance are still incomplete. [3]
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.	5 / 7	The Associated Press is a nonprofit news cooperative, not a public shareholder-owned media company. The Associated Press is a nonprofit news cooperative, not a public shareholder-owned media company. That places Associated Press in the middle of Labor Sovereignty: workers or participants have some protection or agency, but not enough binding power to control the relationship. The value stays below the top tier because the linked record does not show full democratic control, non-extractive lock-in, or complete stakeholder protection on this axis. Calibration notes Comparative anchor: Publishing, journalism, newspaper-chain, and author-platform expansion; calibrated against nonprofit, trust-owned, author-service, platform, and conglomerate models. Uncertainty Focused category expansion; later review should add more labor, author-contract, pricing, audience-data, and governance evidence. Linked evidence context The Associated Press is a nonprofit news cooperative, not a public shareholder-owned media company. [1] context AP provides global factual reporting, photos, video, election data, and wire services with broad public-information value. [2] context AP’s cooperative structure is stronger than investor-owned news, but public accountability and labor governance are still incomplete. [3]
Solidarity with the Unemployed ? Treatment of exits and nonworkers, including severance, redeployment, and non-competes.	5 / 7	The Associated Press is a nonprofit news cooperative, not a public shareholder-owned media company. The Associated Press is a nonprofit news cooperative, not a public shareholder-owned media company. That places Associated Press in the middle of Solidarity with the Unemployed: some access, severance, retraining, openness, or mutual-aid value is present, but it is not central or durable. The value stays below the top tier because the linked record does not show full democratic control, non-extractive lock-in, or complete stakeholder protection on this axis. Calibration notes Comparative anchor: Publishing, journalism, newspaper-chain, and author-platform expansion; calibrated against nonprofit, trust-owned, author-service, platform, and conglomerate models. Uncertainty Focused category expansion; later review should add more labor, author-contract, pricing, audience-data, and governance evidence. Linked evidence context The Associated Press is a nonprofit news cooperative, not a public shareholder-owned media company. [1] context AP provides global factual reporting, photos, video, election data, and wire services with broad public-information value. [2] context AP’s cooperative structure is stronger than investor-owned news, but public accountability and labor governance are still incomplete. [3]
Loss-Bearing Fidelity ? Willingness to absorb costs to preserve values, workers, users, and public obligations.	6 / 7	The Associated Press is a nonprofit news cooperative, not a public shareholder-owned media company. Calibration notes Comparative anchor: Publishing, journalism, newspaper-chain, and author-platform expansion; calibrated against nonprofit, trust-owned, author-service, platform, and conglomerate models. Uncertainty Focused category expansion; later review should add more labor, author-contract, pricing, audience-data, and governance evidence. Linked evidence context The Associated Press is a nonprofit news cooperative, not a public shareholder-owned media company. [1] context AP provides global factual reporting, photos, video, election data, and wire services with broad public-information value. [2] context AP’s cooperative structure is stronger than investor-owned news, but public accountability and labor governance are still incomplete. [3]
Market Conduct ? Pricing fairness, switching costs, lock-in, and rent extraction.	4 / 5	The Associated Press is a nonprofit news cooperative, not a public shareholder-owned media company. Calibration notes Comparative anchor: Publishing, journalism, newspaper-chain, and author-platform expansion; calibrated against nonprofit, trust-owned, author-service, platform, and conglomerate models. Uncertainty Focused category expansion; later review should add more labor, author-contract, pricing, audience-data, and governance evidence. Linked evidence context The Associated Press is a nonprofit news cooperative, not a public shareholder-owned media company. [1] context AP provides global factual reporting, photos, video, election data, and wire services with broad public-information value. [2] context AP’s cooperative structure is stronger than investor-owned news, but public accountability and labor governance are still incomplete. [3]
Product Integrity ? Preservation of quality rather than degradation for monetization.	5 / 5	AP provides global factual reporting, photos, video, election data, and wire services with broad public-information value. AP provides global factual reporting, photos, video, election data, and wire services with broad public-information value. That places Associated Press high on Product Integrity: the core offering is genuinely useful and comparatively less dependent on traps, degradation, or harmful dependencies. A still-higher or maximum value requires stronger proof that this structure is durable, broad, and not merely discretionary. Calibration notes Comparative anchor: Publishing, journalism, newspaper-chain, and author-platform expansion; calibrated against nonprofit, trust-owned, author-service, platform, and conglomerate models. Uncertainty Focused category expansion; later review should add more labor, author-contract, pricing, audience-data, and governance evidence. Linked evidence context The Associated Press is a nonprofit news cooperative, not a public shareholder-owned media company. [1] AP provides global factual reporting, photos, video, election data, and wire services with broad public-information value. [2] context AP’s cooperative structure is stronger than investor-owned news, but public accountability and labor governance are still incomplete. [3]
Scale Integrity ? Whether growth improves or degrades fairness and accountability.	5 / 5	The Associated Press is a nonprofit news cooperative, not a public shareholder-owned media company. Calibration notes Comparative anchor: Publishing, journalism, newspaper-chain, and author-platform expansion; calibrated against nonprofit, trust-owned, author-service, platform, and conglomerate models. Uncertainty Focused category expansion; later review should add more labor, author-contract, pricing, audience-data, and governance evidence. Linked evidence context The Associated Press is a nonprofit news cooperative, not a public shareholder-owned media company. [1] context AP provides global factual reporting, photos, video, election data, and wire services with broad public-information value. [2] context AP’s cooperative structure is stronger than investor-owned news, but public accountability and labor governance are still incomplete. [3]

Penalties

Penalty	Applied	Why this penalty
Reversibility ? Applied when positive conduct depends on current living leaders, founders, family owners, or other person-contingent governance rather than durable structure. Range: -5 to 0.	-5	Goodness depends partly on editorial norms and member governance rather than hard public democratic control. Goodness depends partly on editorial norms and member governance rather than hard public democratic control. That warrants a severe Reversibility penalty because favorable conduct depends on current people or discretionary leadership rather than locked stakeholder structure. The value is near the floor because the conduct appears central, large-scale, repeated, or institutionally powerful rather than incidental. Calibration notes Comparative anchor: Publishing, journalism, newspaper-chain, and author-platform expansion; calibrated against nonprofit, trust-owned, author-service, platform, and conglomerate models. Uncertainty Focused category expansion; later review should add more labor, author-contract, pricing, audience-data, and governance evidence. Linked evidence Goodness depends partly on editorial norms and member governance rather than hard public democratic control. [7]
Human Harm ? Severity, scale, culpability, vulnerable targets, willful reoffense, reputation laundering, pattern escalation, and time decay. Range: -20 to 0.	-1	News errors and war/conflict coverage can cause public harm, though AP’s core model is not harm-oriented. News errors and war/conflict coverage can cause public harm, though AP’s core model is not harm-oriented. That warrants a limited Human Harm penalty because ordinary operation, documented misconduct, or institutional power creates serious injury, deprivation, abuse, or foreseeable human damage. The value is limited because the linked record shows a real problem but not one that dominates the profile on this axis. Calibration notes Comparative anchor: Publishing, journalism, newspaper-chain, and author-platform expansion; calibrated against nonprofit, trust-owned, author-service, platform, and conglomerate models. Uncertainty Focused category expansion; later review should add more labor, author-contract, pricing, audience-data, and governance evidence. Linked evidence News errors and war/conflict coverage can cause public harm, though AP’s core model is not harm-oriented. [8]
Ecological Harm ? Footprint, trajectory, irreversibility, culpability, and scale, including whether ecological harm is central to the model and continued after credible notice. Range: -30 to 0.	-1	Digital news and field reporting carry modest ecological impacts. Calibration notes Comparative anchor: Publishing, journalism, newspaper-chain, and author-platform expansion; calibrated against nonprofit, trust-owned, author-service, platform, and conglomerate models. Uncertainty Focused category expansion; later review should add more labor, author-contract, pricing, audience-data, and governance evidence. Linked evidence Digital news and field reporting carry modest ecological impacts. [9]
Accountability Opacity ? Material opacity, reputation laundering, or hidden accountability structures that prevent public accountability. Range: -2 to 0.	-2	Editorial and institutional economics are only partly transparent. Calibration notes Comparative anchor: Publishing, journalism, newspaper-chain, and author-platform expansion; calibrated against nonprofit, trust-owned, author-service, platform, and conglomerate models. Uncertainty Focused category expansion; later review should add more labor, author-contract, pricing, audience-data, and governance evidence. Linked evidence Editorial and institutional economics are only partly transparent. [10]
Ideological Disavowal ? Concealed ideology presented as neutrality, expertise, professional necessity, public-service administration, market inevitability, or non-ideological common sense while exercising power. Range: -3 to 0.	-2	Associated Press's public framing is assessed as ideological-disavowal evidence because Associated Press exercises meaningful institutional or cultural power while strongly presenting… Associated Press's public framing is assessed as ideological-disavowal evidence because Associated Press exercises meaningful institutional or cultural power while strongly presenting contested choices as neutral expertise, safety, objectivity, professionalism, administrative necessity, or public service. That warrants a substantial Ideological Disavowal penalty because the institution presents situated, contested choices as neutrality, expertise, inevitability, safety, or common sense. The value is substantial but not at the floor because the linked record shows serious conduct without the strongest aggravating factors on this axis. Calibration notes Comparative anchor: Ideological Disavowal 0 to -3 recalibration: 0 for explicit standpoint or no penalty-level neutrality theater; -1 for bounded softening of contested choices; -2 for strong neutrality theater by a powerful institution; -3 for major gatekeeping or coercive power presented as neutral, necessary, objective, or non-ideological. Uncertainty This recalibration uses public self-presentation and profile evidence; later review should add direct language-analysis evidence for high-impact institutions. Linked evidence Associated Press's public framing is assessed as ideological-disavowal evidence because Associated Press exercises meaningful institutional or cultural power while strongly presenting contested choices as neutral expertise, safety, objectivity, professionalism, administrative necessity, or public service. [11]

Bonus Credits

Bonus	Credit	Why this credit
Constitutional Spirit ? Credit for respecting constitutional rights and civil-liberties norms even where private law does not strictly require it.	2 / 3	Independent fact-gathering and election reporting support democratic and civil-liberties public-sphere norms. Independent fact-gathering and election reporting support democratic and civil-liberties public-sphere norms. That supports partial Constitutional Spirit credit because the institution respects speech, privacy, due process, conscience, or civil-liberties norms beyond bare legal compulsion. The value remains partial because the linked record does not show the practice as comprehensive, durable, or central enough for full credit. Calibration notes Comparative anchor: Publishing, journalism, newspaper-chain, and author-platform expansion; calibrated against nonprofit, trust-owned, author-service, platform, and conglomerate models. Uncertainty Focused category expansion; later review should add more labor, author-contract, pricing, audience-data, and governance evidence. Linked evidence Independent fact-gathering and election reporting support democratic and civil-liberties public-sphere norms. [4]
Good Deal ? Credit for unusually fair value: durable quality, fair pricing, low lock-in, and clear customer surplus.	2 / 3	AP supplies broad public-interest news infrastructure with lower extraction than many investor-owned media firms. Calibration notes Comparative anchor: Publishing, journalism, newspaper-chain, and author-platform expansion; calibrated against nonprofit, trust-owned, author-service, platform, and conglomerate models. Uncertainty Focused category expansion; later review should add more labor, author-contract, pricing, audience-data, and governance evidence. Linked evidence AP supplies broad public-interest news infrastructure with lower extraction than many investor-owned media firms. [5]
Cost Transparency ? Credit for clear posted prices, all-in fees, unit costs, public rate cards, margin/cost visibility, or surplus-allocation transparency, especially in markets where opaque quotes, hidden fees, or individualized pricing are normal.	1 / 3	Nonprofit/cooperative status gives more legibility than conventional media ownership, though full economics are not public-facing. Nonprofit/cooperative status gives more legibility than conventional media ownership, though full economics are not public-facing. That supports partial Cost Transparency credit because pricing, margins, fees, funding, or surplus allocation are made meaningfully legible. The value remains partial because the linked record does not show the practice as comprehensive, durable, or central enough for full credit. Calibration notes Comparative anchor: Publishing, journalism, newspaper-chain, and author-platform expansion; calibrated against nonprofit, trust-owned, author-service, platform, and conglomerate models. Uncertainty Focused category expansion; later review should add more labor, author-contract, pricing, audience-data, and governance evidence. Linked evidence Nonprofit/cooperative status gives more legibility than conventional media ownership, though full economics are not public-facing. [6]

Confidence Basis

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

Medium 72/100

11 verified linked claims 10 direct axis claims 0 disputed claims 10/17 components covered

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

Claim confidence 13/20

11 verified linked claims

Source quality 15/18

Best source per verified claim, weighted by institutional reliability

Direct axis-specific claims 9/18

10 direct claims across 17 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 6/10

10/17 evidence-bearing components have direct support

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.

1The Associated Press is a nonprofit news cooperative, not a public shareholder-owned media company.

Ownership Verified Medium confidence AI-generated / human-pending May 8, 2026

AI scaffold

Associated Press aboutOfficial self-description · 68%
AP NewsIndependent reporting · 82%

2AP provides global factual reporting, photos, video, election data, and wire services with broad public-information value.

Product Integrity Verified Medium confidence AI-generated / human-pending May 8, 2026

AI scaffold

Associated Press aboutOfficial self-description · 68%
AP NewsIndependent reporting · 82%

3AP’s cooperative structure is stronger than investor-owned news, but public accountability and labor governance are still incomplete.

Calculation Verified Medium confidence AI-generated / human-pending May 8, 2026

AI scaffold

Associated Press aboutOfficial self-description · 68%
AP NewsIndependent reporting · 82%

4Independent fact-gathering and election reporting support democratic and civil-liberties public-sphere norms.

Constitutional Spirit Verified Medium confidence AI-generated / human-pending May 8, 2026

AI scaffold

Associated Press aboutOfficial self-description · 68%
AP NewsIndependent reporting · 82%

5AP supplies broad public-interest news infrastructure with lower extraction than many investor-owned media firms.

Good Deal Verified Medium confidence AI-generated / human-pending May 8, 2026

AI scaffold

Associated Press aboutOfficial self-description · 68%
AP NewsIndependent reporting · 82%

6Nonprofit/cooperative status gives more legibility than conventional media ownership, though full economics are not public-facing.

Cost Transparency Verified Medium confidence AI-generated / human-pending May 8, 2026

AI scaffold

Associated Press aboutOfficial self-description · 68%
AP NewsIndependent reporting · 82%

7Goodness depends partly on editorial norms and member governance rather than hard public democratic control.

Reversibility Verified Medium confidence AI-generated / human-pending May 8, 2026

AI scaffold

Associated Press aboutOfficial self-description · 68%
AP NewsIndependent reporting · 82%

8News errors and war/conflict coverage can cause public harm, though AP’s core model is not harm-oriented.

Human Harm Verified Medium confidence AI-generated / human-pending May 8, 2026

AI scaffold

Associated Press aboutOfficial self-description · 68%
AP NewsIndependent reporting · 82%

9Digital news and field reporting carry modest ecological impacts.

Ecological Harm Verified Medium confidence AI-generated / human-pending May 8, 2026

AI scaffold

Associated Press aboutOfficial self-description · 68%
AP NewsIndependent reporting · 82%

10Editorial and institutional economics are only partly transparent.

Accountability Opacity Verified Medium confidence AI-generated / human-pending May 8, 2026

AI scaffold

Associated Press aboutOfficial self-description · 68%
AP NewsIndependent reporting · 82%

11Associated Press's public framing is assessed as ideological-disavowal evidence because Associated Press exercises meaningful institutional or cultural power while strongly presenting contested choices as neutral expertise, safety, objectivity, professionalism, administrative necessity, or public service.

Ideological Disavowal Verified Medium confidence AI-generated / human-pending May 9, 2026

AI scaffold

Associated Press official siteIndependent reporting · 82%
Associated Press aboutOfficial self-description · 68%

Alternatives

AGOOD55 ProPublica nonprofit investigative newsroom · same market BQUALIFIED45 The Guardian trust-owned news organization · same market AGOOD56 Street Roots nonprofit street newspaper and resource guide · Oregon, Pacific Northwest

Competitors

AGOOD55 ProPublica nonprofit investigative newsroom · same market BQUALIFIED45 The Guardian trust-owned news organization · same market BQUALIFIED43 NPR nonprofit public-radio news network · same market CPERFORMATIVE40 BBC public-service broadcaster · same market DEXTRACTIVE34 Reuters global news agency · same market DEXTRACTIVE33 Financial Times business newspaper and digital news organization · same market DEXTRACTIVE28 The Economist Group magazine and business-intelligence publisher · same market DEXTRACTIVE28 The New York Times Company public newspaper and digital subscription company · same market

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