author delivery and reader-magnet platform

BookFunnel

An author platform for ebook delivery, reader magnets, review copies, direct sales delivery, and reader support. BookFunnel scores well because it strengthens direct author-reader relationships without taking publishing rights.

Why this matters: BookFunnel is a good narrow author tool: it solves a real author-reader delivery problem with comparatively low capture, though it remains private infrastructure.

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

Final Score 39* C - Performative

CPERFORMATIVE39 pts

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

Base Material44

Bonus+4

Cap66No structure cap

After Cap48

Penalties-9

!Not Verified

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Evaluation Overview

C - Performative

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

Strengths

Extraction7/10
Governance5/10
Labor Sovereignty5/7

Penalties

Reversibility-5
Accountability Opacity-2
Ecological Harm-1
Surveillance Capture-1

Evidence state

ConfidenceMedium confidence (AI)
ThoroughnessDeveloped (AI)
Linked claims10
Direct axis claims8
Coverage8/15

Scoring Axes

Axis	Score	Why this score
Ownership ? Control rights: shareholder-dominated at 0, worker cooperative control at 10.	4 / 10	BookFunnel is a private author-service platform, not author-owned infrastructure. BookFunnel is a private author-service platform, not author-owned infrastructure. That places BookFunnel 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 BookFunnel is a private author-service platform, not author-owned infrastructure. [1] context BookFunnel provides ebook/audiobook delivery, reader magnets, review copies, direct-sales delivery, and reader support for authors. [2] context BookFunnel is narrowly useful and low-capture, but authors still depend on private platform continuity and terms. [3]
Governance ? Binding decision authority: centralized control at 0, democratic stakeholder control at 10.	5 / 10	BookFunnel is a private author-service platform, not author-owned infrastructure. 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 BookFunnel is a private author-service platform, not author-owned infrastructure. [1] context BookFunnel provides ebook/audiobook delivery, reader magnets, review copies, direct-sales delivery, and reader support for authors. [2] context BookFunnel is narrowly useful and low-capture, but authors still depend on private platform continuity and terms. [3]
Extraction ? Surplus allocation, wage share, CEO pay ratio, margins, and structured extraction judgment.	7 / 10	BookFunnel is a private author-service platform, not author-owned infrastructure. BookFunnel is a private author-service platform, not author-owned infrastructure. That places BookFunnel 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 BookFunnel is a private author-service platform, not author-owned infrastructure. [1] context BookFunnel provides ebook/audiobook delivery, reader magnets, review copies, direct-sales delivery, and reader support for authors. [2] context BookFunnel is narrowly useful and low-capture, but authors still depend on private platform continuity and terms. [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	BookFunnel is a private author-service platform, not author-owned infrastructure. BookFunnel is a private author-service platform, not author-owned infrastructure. That places BookFunnel 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 BookFunnel is a private author-service platform, not author-owned infrastructure. [1] context BookFunnel provides ebook/audiobook delivery, reader magnets, review copies, direct-sales delivery, and reader support for authors. [2] context BookFunnel is narrowly useful and low-capture, but authors still depend on private platform continuity and terms. [3]
Solidarity with the Unemployed ? Treatment of exits and nonworkers, including severance, redeployment, and non-competes.	5 / 7	BookFunnel is a private author-service platform, not author-owned infrastructure. BookFunnel is a private author-service platform, not author-owned infrastructure. That places BookFunnel 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 BookFunnel is a private author-service platform, not author-owned infrastructure. [1] context BookFunnel provides ebook/audiobook delivery, reader magnets, review copies, direct-sales delivery, and reader support for authors. [2] context BookFunnel is narrowly useful and low-capture, but authors still depend on private platform continuity and terms. [3]
Loss-Bearing Fidelity ? Willingness to absorb costs to preserve values, workers, users, and public obligations.	5 / 7	BookFunnel is a private author-service platform, not author-owned infrastructure. BookFunnel is a private author-service platform, not author-owned infrastructure. That places BookFunnel 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 BookFunnel is a private author-service platform, not author-owned infrastructure. [1] context BookFunnel provides ebook/audiobook delivery, reader magnets, review copies, direct-sales delivery, and reader support for authors. [2] context BookFunnel is narrowly useful and low-capture, but authors still depend on private platform continuity and terms. [3]
Market Conduct ? Pricing fairness, switching costs, lock-in, and rent extraction.	4 / 5	BookFunnel is a private author-service platform, not author-owned infrastructure. 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 BookFunnel is a private author-service platform, not author-owned infrastructure. [1] context BookFunnel provides ebook/audiobook delivery, reader magnets, review copies, direct-sales delivery, and reader support for authors. [2] context BookFunnel is narrowly useful and low-capture, but authors still depend on private platform continuity and terms. [3]
Product Integrity ? Preservation of quality rather than degradation for monetization.	5 / 5	BookFunnel provides ebook/audiobook delivery, reader magnets, review copies, direct-sales delivery, and reader support for authors. BookFunnel provides ebook/audiobook delivery, reader magnets, review copies, direct-sales delivery, and reader support for authors. That places BookFunnel 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 BookFunnel is a private author-service platform, not author-owned infrastructure. [1] BookFunnel provides ebook/audiobook delivery, reader magnets, review copies, direct-sales delivery, and reader support for authors. [2] context BookFunnel is narrowly useful and low-capture, but authors still depend on private platform continuity and terms. [3]
Scale Integrity ? Whether growth improves or degrades fairness and accountability.	4 / 5	BookFunnel is a private author-service platform, not author-owned infrastructure. 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 BookFunnel is a private author-service platform, not author-owned infrastructure. [1] context BookFunnel provides ebook/audiobook delivery, reader magnets, review copies, direct-sales delivery, and reader support for authors. [2] context BookFunnel is narrowly useful and low-capture, but authors still depend on private platform continuity and terms. [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	Platform terms, pricing, and continuity remain privately controlled. 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 Platform terms, pricing, and continuity remain privately controlled. [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.	-1	Primarily digital delivery creates modest infrastructure 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 Primarily digital delivery creates modest infrastructure impacts. [7]
Accountability Opacity ? Material opacity, reputation laundering, or hidden accountability structures that prevent public accountability. Range: -2 to 0.	-2	Internal economics and delivery/analytics details 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 Internal economics and delivery/analytics details are only partly transparent. [8]
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	Reader delivery, download, and author-list integrations involve some 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 Reader delivery, download, and author-list integrations involve some data capture. [9]

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.	2 / 3	BookFunnel solves practical delivery and support problems for authors at relatively transparent subscription prices. 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 BookFunnel solves practical delivery and support problems for authors at relatively transparent subscription prices. [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.	2 / 3	BookFunnel publishes plan and feature pricing clearly. 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 BookFunnel publishes plan and feature pricing clearly. [5]

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 8 direct axis claims 0 disputed claims 8/15 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

8 direct claims across 15 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

8/15 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.

1BookFunnel is a private author-service platform, not author-owned infrastructure.

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

AI scaffold

BookFunnelGeneral web source · 58%
BookFunnel authorsGeneral web source · 58%

2BookFunnel provides ebook/audiobook delivery, reader magnets, review copies, direct-sales delivery, and reader support for authors.

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

AI scaffold

BookFunnelGeneral web source · 58%
BookFunnel authorsGeneral web source · 58%

3BookFunnel is narrowly useful and low-capture, but authors still depend on private platform continuity and terms.

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

AI scaffold

BookFunnelGeneral web source · 58%
BookFunnel authorsGeneral web source · 58%

4BookFunnel solves practical delivery and support problems for authors at relatively transparent subscription prices.

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

AI scaffold

BookFunnelGeneral web source · 58%
BookFunnel authorsGeneral web source · 58%

5BookFunnel publishes plan and feature pricing clearly.

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

AI scaffold

BookFunnelGeneral web source · 58%
BookFunnel authorsGeneral web source · 58%

6Platform terms, pricing, and continuity remain privately controlled.

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

AI scaffold

BookFunnelGeneral web source · 58%
BookFunnel authorsGeneral web source · 58%

7Primarily digital delivery creates modest infrastructure impacts.

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

AI scaffold

BookFunnelGeneral web source · 58%
BookFunnel authorsGeneral web source · 58%

8Internal economics and delivery/analytics details are only partly transparent.

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

AI scaffold

BookFunnelGeneral web source · 58%
BookFunnel authorsGeneral web source · 58%

9Reader delivery, download, and author-list integrations involve some data capture.

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

AI scaffold

BookFunnelGeneral web source · 58%
BookFunnel authorsGeneral web source · 58%

10BookFunnel's public materials state a mission, values, ownership model, advocacy role, or institutional standpoint plainly enough that this record does not identify penalty-level neutrality theater.

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

AI scaffold

BookFunnel official siteGeneral web source · 58%
BookFunnel authorsGeneral 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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