self-publishing distribution and print-on-demand platform

IngramSpark

An Ingram Content Group self-publishing platform for print-on-demand, ebook distribution, and bookstore/library channel access. IngramSpark has real author utility, but it remains a private gate into distribution channels rather than author-controlled infrastructure.

Why this matters: IngramSpark is important author infrastructure with better bookstore reach than many platforms, but private control, fees, and distribution opacity limit the score.

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

Final Score 25* D - Extractive

DEXTRACTIVE25 pts

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

Base Material35

Bonus+2

Cap41Ownership <= 4 and Governance <= 4

After Cap37

Penalties-12

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Evaluation Overview

D - Extractive

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

Strengths

Extraction5/10
Governance4/10
Labor Sovereignty4/7

Penalties

Reversibility-5
Ecological Harm-2
Accountability Opacity-2
Identity Capture-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.	3 / 10	IngramSpark is part of Ingram Content Group rather than an author-owned publishing cooperative. 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 IngramSpark is part of Ingram Content Group rather than an author-owned publishing cooperative. [1] context IngramSpark provides print-on-demand, ebook distribution, and access to bookstore/library distribution channels. [2] context IngramSpark is useful infrastructure, but fees, private control, and distribution opacity keep author power limited. [3]
Governance ? Binding decision authority: centralized control at 0, democratic stakeholder control at 10.	4 / 10	IngramSpark is part of Ingram Content Group rather than an author-owned publishing cooperative. IngramSpark is part of Ingram Content Group rather than an author-owned publishing cooperative. That places IngramSpark 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 IngramSpark is part of Ingram Content Group rather than an author-owned publishing cooperative. [1] context IngramSpark provides print-on-demand, ebook distribution, and access to bookstore/library distribution channels. [2] context IngramSpark is useful infrastructure, but fees, private control, and distribution opacity keep author power limited. [3]
Extraction ? Surplus allocation, wage share, CEO pay ratio, margins, and structured extraction judgment.	5 / 10	IngramSpark is part of Ingram Content Group rather than an author-owned publishing cooperative. IngramSpark is part of Ingram Content Group rather than an author-owned publishing cooperative. That places IngramSpark 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 IngramSpark is part of Ingram Content Group rather than an author-owned publishing cooperative. [1] context IngramSpark provides print-on-demand, ebook distribution, and access to bookstore/library distribution channels. [2] context IngramSpark is useful infrastructure, but fees, private control, and distribution opacity keep author power limited. [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.	4 / 7	IngramSpark is part of Ingram Content Group rather than an author-owned publishing cooperative. IngramSpark is part of Ingram Content Group rather than an author-owned publishing cooperative. That places IngramSpark 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 IngramSpark is part of Ingram Content Group rather than an author-owned publishing cooperative. [1] context IngramSpark provides print-on-demand, ebook distribution, and access to bookstore/library distribution channels. [2] context IngramSpark is useful infrastructure, but fees, private control, and distribution opacity keep author power limited. [3]
Solidarity with the Unemployed ? Treatment of exits and nonworkers, including severance, redeployment, and non-competes.	4 / 7	IngramSpark is part of Ingram Content Group rather than an author-owned publishing cooperative. IngramSpark is part of Ingram Content Group rather than an author-owned publishing cooperative. That places IngramSpark 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 IngramSpark is part of Ingram Content Group rather than an author-owned publishing cooperative. [1] context IngramSpark provides print-on-demand, ebook distribution, and access to bookstore/library distribution channels. [2] context IngramSpark is useful infrastructure, but fees, private control, and distribution opacity keep author power limited. [3]
Loss-Bearing Fidelity ? Willingness to absorb costs to preserve values, workers, users, and public obligations.	4 / 7	IngramSpark is part of Ingram Content Group rather than an author-owned publishing cooperative. IngramSpark is part of Ingram Content Group rather than an author-owned publishing cooperative. That places IngramSpark in the middle of Loss-Bearing Fidelity: there is some willingness to preserve obligations, but the record still leaves meaningful risk-shifting concerns. 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 IngramSpark is part of Ingram Content Group rather than an author-owned publishing cooperative. [1] context IngramSpark provides print-on-demand, ebook distribution, and access to bookstore/library distribution channels. [2] context IngramSpark is useful infrastructure, but fees, private control, and distribution opacity keep author power limited. [3]
Market Conduct ? Pricing fairness, switching costs, lock-in, and rent extraction.	3 / 5	IngramSpark is part of Ingram Content Group rather than an author-owned publishing cooperative. IngramSpark is part of Ingram Content Group rather than an author-owned publishing cooperative. That places IngramSpark in the middle of Market Conduct: the product has real value but still uses meaningful lock-in, gatekeeping, market power, or dependency. 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 IngramSpark is part of Ingram Content Group rather than an author-owned publishing cooperative. [1] context IngramSpark provides print-on-demand, ebook distribution, and access to bookstore/library distribution channels. [2] context IngramSpark is useful infrastructure, but fees, private control, and distribution opacity keep author power limited. [3]
Product Integrity ? Preservation of quality rather than degradation for monetization.	4 / 5	IngramSpark provides print-on-demand, ebook distribution, and access to bookstore/library distribution channels. IngramSpark provides print-on-demand, ebook distribution, and access to bookstore/library distribution channels. That places IngramSpark 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 IngramSpark is part of Ingram Content Group rather than an author-owned publishing cooperative. [1] IngramSpark provides print-on-demand, ebook distribution, and access to bookstore/library distribution channels. [2] context IngramSpark is useful infrastructure, but fees, private control, and distribution opacity keep author power limited. [3]
Scale Integrity ? Whether growth improves or degrades fairness and accountability.	4 / 5	IngramSpark is part of Ingram Content Group rather than an author-owned publishing cooperative. 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 IngramSpark is part of Ingram Content Group rather than an author-owned publishing cooperative. [1] context IngramSpark provides print-on-demand, ebook distribution, and access to bookstore/library distribution channels. [2] context IngramSpark is useful infrastructure, but fees, private control, and distribution opacity keep author power limited. [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	Terms, fees, channel access, and account decisions can change under private platform control. Terms, fees, channel access, and account decisions can change under private platform 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 Terms, fees, channel access, and account decisions can change under private platform control. [6]
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.	-2	Print-on-demand and global distribution create paper, printing, and shipping 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 Print-on-demand and global distribution create paper, printing, and shipping impacts. [7]
Accountability Opacity ? Material opacity, reputation laundering, or hidden accountability structures that prevent public accountability. Range: -2 to 0.	-2	Distribution economics and store/library uptake remain only partly transparent to authors. Distribution economics and store/library uptake remain only partly transparent to authors. That warrants a severe Accountability Opacity penalty because material facts, risks, conflicts, ownership, or accountability information are obscured from the public. 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 Distribution economics and store/library uptake remain only partly transparent to authors. [8]
Identity Capture ? Customer pressure, employee pressure, and pervasive identity saturation. Range: -3 to 0.	-1	Author platform status creates mild professional identity capture. 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 Author platform status creates mild professional identity capture. [9]
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.	-1	Author accounts and sales reporting involve ordinary platform data capture. 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 Author accounts and sales reporting involve ordinary platform data capture. [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.	-1	IngramSpark's public framing is assessed as ideological-disavowal evidence because IngramSpark shows bounded neutrality theater: some contested choices are softened through expertise,… IngramSpark's public framing is assessed as ideological-disavowal evidence because IngramSpark shows bounded neutrality theater: some contested choices are softened through expertise, public-interest, professional, market, safety, or institutional language, but the record does not show dominant concealment of standpoint. That warrants a limited Ideological Disavowal penalty because the institution presents situated, contested choices as neutrality, expertise, inevitability, safety, or common sense. 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: 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 IngramSpark's public framing is assessed as ideological-disavowal evidence because IngramSpark shows bounded neutrality theater: some contested choices are softened through expertise, public-interest, professional, market, safety, or institutional language, but the record does not show dominant concealment of standpoint. [11]

Bonus Credits

Bonus	Credit	Why this credit
Good Deal ? Credit for unusually fair value: durable quality, fair pricing, low lock-in, and clear customer surplus.	1 / 3	IngramSpark can give independent authors valuable print and trade distribution access. 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 IngramSpark can give independent authors valuable print and trade distribution access. [4]
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	Published fee and royalty information gives partial cost transparency. 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 Published fee and royalty information gives partial cost transparency. [5]

Confidence Basis

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

Medium 67/100

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 10/18

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.

1IngramSpark is part of Ingram Content Group rather than an author-owned publishing cooperative.

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

AI scaffold

IngramSparkGeneral web source · 58%
Ingram Content GroupGeneral web source · 58%

2IngramSpark provides print-on-demand, ebook distribution, and access to bookstore/library distribution channels.

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

AI scaffold

IngramSparkGeneral web source · 58%
Ingram Content GroupGeneral web source · 58%

3IngramSpark is useful infrastructure, but fees, private control, and distribution opacity keep author power limited.

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

AI scaffold

IngramSparkGeneral web source · 58%
Ingram Content GroupGeneral web source · 58%

4IngramSpark can give independent authors valuable print and trade distribution access.

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

AI scaffold

IngramSparkGeneral web source · 58%
Ingram Content GroupGeneral web source · 58%

5Published fee and royalty information gives partial cost transparency.

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

AI scaffold

IngramSparkGeneral web source · 58%
Ingram Content GroupGeneral web source · 58%

6Terms, fees, channel access, and account decisions can change under private platform control.

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

AI scaffold

IngramSparkGeneral web source · 58%
Ingram Content GroupGeneral web source · 58%

7Print-on-demand and global distribution create paper, printing, and shipping impacts.

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

AI scaffold

IngramSparkGeneral web source · 58%
Ingram Content GroupGeneral web source · 58%

8Distribution economics and store/library uptake remain only partly transparent to authors.

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

AI scaffold

IngramSparkGeneral web source · 58%
Ingram Content GroupGeneral web source · 58%

9Author platform status creates mild professional identity capture.

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

AI scaffold

IngramSparkGeneral web source · 58%
Ingram Content GroupGeneral web source · 58%

10Author accounts and sales reporting involve ordinary platform data capture.

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

AI scaffold

IngramSparkGeneral web source · 58%
Ingram Content GroupGeneral web source · 58%

11IngramSpark's public framing is assessed as ideological-disavowal evidence because IngramSpark shows bounded neutrality theater: some contested choices are softened through expertise, public-interest, professional, market, safety, or institutional language, but the record does not show dominant concealment of standpoint.

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

AI scaffold

IngramSpark official siteGeneral web source · 58%
Ingram Content GroupGeneral web source · 58%

Alternatives

Competitors

AGOOD60 Bookshare / Benetech nonprofit accessible-ebook library · same market AGOOD59 Creative Commons international nonprofit commons steward · same market AGOOD57 Internet Archive nonprofit digital library · same market AGOOD56 AK Press worker-owned independent book publisher and distributor · same market AGOOD56 Ghost Foundation nonprofit open-source publishing platform · same market AGOOD55 Little Free Library nonprofit neighborhood book-sharing network · same market AGOOD54 Consumer Reports independent nonprofit member organization · same market AGOOD53 Wikimedia Foundation nonprofit · same market

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