Ghost Foundation

nonprofit open-source publishing platform

Ghost Foundation

Industry Publishing

A nonprofit open-source publishing platform for independent publishers, newsletters, memberships, and websites. Ghost scores among the best author-platform entries because it gives publishers durable infrastructure without locking them into a closed attention platform.

Why this matters: Ghost is an A author-publishing infrastructure entry: open-source, nonprofit, low-lock-in, and built for independent publishing rather than attention capture.

Letter grade A Good Medium confidence (AI) Rubric gcd-rubric-v1

Final Score 56* A - Good

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

Base Material56
Bonus+8
Cap66No structure cap
After Cap64
Penalties-8
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Evaluation Overview

A - Good

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

Strengths

  • Ownership8/10
  • Extraction8/10
  • Governance7/10

Penalties

  • Reversibility-5
  • Accountability Opacity-2
  • Ecological Harm-1

Evidence state

  • ConfidenceMedium confidence (AI)
  • ThoroughnessDeveloped (AI)
  • Linked claims10
  • Direct axis claims9
  • Coverage9/16

Scoring Axes

Axis Score Why this score
Ownership
?
Control rights: shareholder-dominated at 0, worker cooperative control at 10.
8 / 10

Ghost is organized around a nonprofit foundation/open-source model rather than a venture-backed social platform.

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
  • Ghost is organized around a nonprofit foundation/open-source model rather than a venture-backed social platform. [1]
  • context Ghost provides open-source publishing, newsletter, membership, and website infrastructure for independent publishers. [2]
  • context Ghost materially enables independent publishing with lower lock-in and less attention extraction than social platforms, though hosted services and governance are not fully democratic. [3]
Governance
?
Binding decision authority: centralized control at 0, democratic stakeholder control at 10.
7 / 10

Ghost is organized around a nonprofit foundation/open-source model rather than a venture-backed social platform.

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 Ghost is organized around a nonprofit foundation/open-source model rather than a venture-backed social platform. [1]
  • context Ghost provides open-source publishing, newsletter, membership, and website infrastructure for independent publishers. [2]
  • context Ghost materially enables independent publishing with lower lock-in and less attention extraction than social platforms, though hosted services and governance are not fully democratic. [3]
Extraction
?
Surplus allocation, wage share, CEO pay ratio, margins, and structured extraction judgment.
8 / 10

Ghost is organized around a nonprofit foundation/open-source model rather than a venture-backed social platform.

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 Ghost is organized around a nonprofit foundation/open-source model rather than a venture-backed social platform. [1]
  • context Ghost provides open-source publishing, newsletter, membership, and website infrastructure for independent publishers. [2]
  • context Ghost materially enables independent publishing with lower lock-in and less attention extraction than social platforms, though hosted services and governance are not fully democratic. [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.
6 / 7

Ghost is organized around a nonprofit foundation/open-source model rather than a venture-backed social platform.

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 Ghost is organized around a nonprofit foundation/open-source model rather than a venture-backed social platform. [1]
  • context Ghost provides open-source publishing, newsletter, membership, and website infrastructure for independent publishers. [2]
  • context Ghost materially enables independent publishing with lower lock-in and less attention extraction than social platforms, though hosted services and governance are not fully democratic. [3]
Solidarity with the Unemployed
?
Treatment of exits and nonworkers, including severance, redeployment, and non-competes.
6 / 7

Ghost is organized around a nonprofit foundation/open-source model rather than a venture-backed social platform.

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 Ghost is organized around a nonprofit foundation/open-source model rather than a venture-backed social platform. [1]
  • context Ghost provides open-source publishing, newsletter, membership, and website infrastructure for independent publishers. [2]
  • context Ghost materially enables independent publishing with lower lock-in and less attention extraction than social platforms, though hosted services and governance are not fully democratic. [3]
Loss-Bearing Fidelity
?
Willingness to absorb costs to preserve values, workers, users, and public obligations.
6 / 7

Ghost is organized around a nonprofit foundation/open-source model rather than a venture-backed social platform.

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 Ghost is organized around a nonprofit foundation/open-source model rather than a venture-backed social platform. [1]
  • context Ghost provides open-source publishing, newsletter, membership, and website infrastructure for independent publishers. [2]
  • context Ghost materially enables independent publishing with lower lock-in and less attention extraction than social platforms, though hosted services and governance are not fully democratic. [3]
Market Conduct
?
Pricing fairness, switching costs, lock-in, and rent extraction.
5 / 5

Ghost is organized around a nonprofit foundation/open-source model rather than a venture-backed social platform.

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 Ghost is organized around a nonprofit foundation/open-source model rather than a venture-backed social platform. [1]
  • context Ghost provides open-source publishing, newsletter, membership, and website infrastructure for independent publishers. [2]
  • context Ghost materially enables independent publishing with lower lock-in and less attention extraction than social platforms, though hosted services and governance are not fully democratic. [3]
Product Integrity
?
Preservation of quality rather than degradation for monetization.
5 / 5

Ghost provides open-source publishing, newsletter, membership, and website infrastructure for independent publishers.

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 Ghost is organized around a nonprofit foundation/open-source model rather than a venture-backed social platform. [1]
  • Ghost provides open-source publishing, newsletter, membership, and website infrastructure for independent publishers. [2]
  • context Ghost materially enables independent publishing with lower lock-in and less attention extraction than social platforms, though hosted services and governance are not fully democratic. [3]
Scale Integrity
?
Whether growth improves or degrades fairness and accountability.
5 / 5

Ghost is organized around a nonprofit foundation/open-source model rather than a venture-backed social platform.

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 Ghost is organized around a nonprofit foundation/open-source model rather than a venture-backed social platform. [1]
  • context Ghost provides open-source publishing, newsletter, membership, and website infrastructure for independent publishers. [2]
  • context Ghost materially enables independent publishing with lower lock-in and less attention extraction than social platforms, though hosted services and governance are not fully democratic. [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

Hosted-service governance and foundation leadership remain partially reversible.

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
  • Hosted-service governance and foundation leadership remain partially reversible. [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

Hosting infrastructure creates 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
  • Hosting infrastructure creates modest ecological impacts. [9]
Accountability Opacity
?
Material opacity, reputation laundering, or hidden accountability structures that prevent public accountability. Range: -2 to 0.
-2

Foundation and hosted-service economics are more legible than most platforms but not fully 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
  • Foundation and hosted-service economics are more legible than most platforms but not fully transparent. [10]

Bonus Credits

Bonus Credit Why this credit
Openness to Dissent
?
Credit for tolerating internal, user, customer, worker, and public dissent without retaliation, capture, or viewpoint laundering.
1 / 3

Open publishing infrastructure supports independent speech and dissent outside major platforms.

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
  • Open publishing infrastructure supports independent speech and dissent outside major platforms. [4]
Constitutional Spirit
?
Credit for respecting constitutional rights and civil-liberties norms even where private law does not strictly require it.
2 / 3

Open-source independent publishing tools support civil-liberties and public-sphere norms.

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
  • Open-source independent publishing tools support civil-liberties and public-sphere norms. [5]
Good Deal
?
Credit for unusually fair value: durable quality, fair pricing, low lock-in, and clear customer surplus.
3 / 3

Ghost provides durable, portable publishing infrastructure with strong value for publishers.

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
  • Ghost provides durable, portable publishing infrastructure with strong value for publishers. [6]
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.
2 / 3

Open-source code and public pricing create meaningful cost and platform legibility.

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
  • Open-source code and public pricing create meaningful cost and platform legibility. [7]

Confidence Basis

Confidence Basis

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

Medium 67/100

10 verified linked claims 9 direct axis claims 0 disputed claims 9/16 components covered

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

Claim confidence 13/20

10 verified linked claims

Source quality 10/18

Best source per verified claim, weighted by institutional reliability

Direct axis-specific claims 9/18

9 direct claims across 16 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

9/16 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.
1Ghost is organized around a nonprofit foundation/open-source model rather than a venture-backed social platform.

Ownership Verified Medium confidence AI-generated / human-pending

AI scaffold

2Ghost provides open-source publishing, newsletter, membership, and website infrastructure for independent publishers.

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

AI scaffold

3Ghost materially enables independent publishing with lower lock-in and less attention extraction than social platforms, though hosted services and governance are not fully democratic.

Calculation Verified Medium confidence AI-generated / human-pending

AI scaffold

4Open publishing infrastructure supports independent speech and dissent outside major platforms.

Openness To Dissent Verified Medium confidence AI-generated / human-pending

AI scaffold

5Open-source independent publishing tools support civil-liberties and public-sphere norms.

Constitutional Spirit Verified Medium confidence AI-generated / human-pending

AI scaffold

6Ghost provides durable, portable publishing infrastructure with strong value for publishers.

Good Deal Verified Medium confidence AI-generated / human-pending

AI scaffold

7Open-source code and public pricing create meaningful cost and platform legibility.

Cost Transparency Verified Medium confidence AI-generated / human-pending

AI scaffold

8Hosted-service governance and foundation leadership remain partially reversible.

Reversibility Verified Medium confidence AI-generated / human-pending

AI scaffold

9Hosting infrastructure creates modest ecological impacts.

Ecological Harm Verified Medium confidence AI-generated / human-pending

AI scaffold

10Foundation and hosted-service economics are more legible than most platforms but not fully transparent.

Accountability Opacity Verified Medium confidence AI-generated / human-pending

AI scaffold

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Evidence comes in through contributors, is checked by verifiers, and is synthesized by reviewers. Founder authority remains narrow and visible; scores recalculate when verified claims or the rubric change.

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