Bike Index

nonprofit bicycle-registration and stolen-bike recovery registry

Bike Index

Industry Mobility

A nonprofit bicycle registry that helps people register bikes and recover stolen bicycles through public serial-number records and community reporting. Bike Index scores well because it protects low-cost mobility and property without building a surveillance-heavy private platform.

Why this matters: For many people a bike is transportation, not recreation; recovering it can preserve work, school, and daily independence.

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

Final Score 55* A - Good

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

Base Material51
Bonus+5
Cap66No structure cap
After Cap56
Penalties-1
!Not Verified
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Evaluation Overview

A - Good

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

Strengths

  • Extraction8/10
  • Ownership7/10
  • Governance6/10

Penalties

  • Surveillance Capture-1

Evidence state

  • ConfidenceHigh confidence (AI)
  • ThoroughnessDeveloped (AI)
  • Linked claims12
  • Direct axis claims12
  • Coverage12/12

Scoring Axes

Axis Score Why this score
Ownership
?
Control rights: shareholder-dominated at 0, worker cooperative control at 10.
7 / 10

Bike Index's public materials identify its ownership form, nonprofit status, platform status, public-benefit structure, or private company status in the mobility category.

Calibration notes

Comparative anchor: Under-known public-benefit service pass calibrated across benefits navigation, accessibility, caregiving, digital inclusion, reuse, repair, childcare, mobility, and open-data services.

Linked evidence
  • Bike Index's public materials identify its ownership form, nonprofit status, platform status, public-benefit structure, or private company status in the mobility category. [1]
  • context Bike Index's public materials indicate whether binding control sits with a nonprofit board, company managers, volunteers, members, public-service partners, or users. [2]
  • context Bike Index's public model determines whether the service primarily reduces user costs and friction or channels a public need through a proprietary platform. [3]
  • context Bike Index's public materials do not show ordinary workers or volunteers holding full binding democratic control over the organization. [4]
  • context Bike Index serves a public need linked to disability, poverty, medical bills, caregiving, childcare, repair, mobility, information access, or benefit navigation. [5]
  • context Bike Index's service can absorb practical risk for users by reducing costs, restoring access, coordinating help, preventing loss, or making essential information easier to use. [6]
  • context Bike Index operates where ordinary users often face fragmented services, inaccessible formats, high search costs, gatekeeping, or limited practical alternatives. [7]
  • context Bike Index's core offering has direct practical utility for users, with integrity depending on accessibility, privacy, quality, cost, availability, and accountability. [8]
  • context Bike Index's scale or replicable model makes its service consequential beyond a single local provider or one-time product purchase. [9]
Governance
?
Binding decision authority: centralized control at 0, democratic stakeholder control at 10.
6 / 10

Bike Index's public materials indicate whether binding control sits with a nonprofit board, company managers, volunteers, members, public-service partners, or users.

Calibration notes

Comparative anchor: Under-known public-benefit service pass calibrated across benefits navigation, accessibility, caregiving, digital inclusion, reuse, repair, childcare, mobility, and open-data services.

Linked evidence
  • context Bike Index's public materials identify its ownership form, nonprofit status, platform status, public-benefit structure, or private company status in the mobility category. [1]
  • Bike Index's public materials indicate whether binding control sits with a nonprofit board, company managers, volunteers, members, public-service partners, or users. [2]
  • context Bike Index's public model determines whether the service primarily reduces user costs and friction or channels a public need through a proprietary platform. [3]
  • context Bike Index's public materials do not show ordinary workers or volunteers holding full binding democratic control over the organization. [4]
  • context Bike Index serves a public need linked to disability, poverty, medical bills, caregiving, childcare, repair, mobility, information access, or benefit navigation. [5]
  • context Bike Index's service can absorb practical risk for users by reducing costs, restoring access, coordinating help, preventing loss, or making essential information easier to use. [6]
  • context Bike Index operates where ordinary users often face fragmented services, inaccessible formats, high search costs, gatekeeping, or limited practical alternatives. [7]
  • context Bike Index's core offering has direct practical utility for users, with integrity depending on accessibility, privacy, quality, cost, availability, and accountability. [8]
  • context Bike Index's scale or replicable model makes its service consequential beyond a single local provider or one-time product purchase. [9]
Extraction
?
Surplus allocation, wage share, CEO pay ratio, margins, and structured extraction judgment.
8 / 10

Bike Index's public model determines whether the service primarily reduces user costs and friction or channels a public need through a proprietary platform.

Calibration notes

Comparative anchor: Under-known public-benefit service pass calibrated across benefits navigation, accessibility, caregiving, digital inclusion, reuse, repair, childcare, mobility, and open-data services.

Linked evidence
  • context Bike Index's public materials identify its ownership form, nonprofit status, platform status, public-benefit structure, or private company status in the mobility category. [1]
  • context Bike Index's public materials indicate whether binding control sits with a nonprofit board, company managers, volunteers, members, public-service partners, or users. [2]
  • Bike Index's public model determines whether the service primarily reduces user costs and friction or channels a public need through a proprietary platform. [3]
  • context Bike Index's public materials do not show ordinary workers or volunteers holding full binding democratic control over the organization. [4]
  • context Bike Index serves a public need linked to disability, poverty, medical bills, caregiving, childcare, repair, mobility, information access, or benefit navigation. [5]
  • context Bike Index's service can absorb practical risk for users by reducing costs, restoring access, coordinating help, preventing loss, or making essential information easier to use. [6]
  • context Bike Index operates where ordinary users often face fragmented services, inaccessible formats, high search costs, gatekeeping, or limited practical alternatives. [7]
  • context Bike Index's core offering has direct practical utility for users, with integrity depending on accessibility, privacy, quality, cost, availability, and accountability. [8]
  • context Bike Index's scale or replicable model makes its service consequential beyond a single local provider or one-time product purchase. [9]
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

Bike Index's linked public materials do not show ordinary workers or volunteers holding full binding democratic control over the organization.

Calibration notes

Comparative anchor: Under-known public-benefit service pass calibrated across benefits navigation, accessibility, caregiving, digital inclusion, reuse, repair, childcare, mobility, and open-data services.

Linked evidence
  • context Bike Index's public materials identify its ownership form, nonprofit status, platform status, public-benefit structure, or private company status in the mobility category. [1]
  • context Bike Index's public materials indicate whether binding control sits with a nonprofit board, company managers, volunteers, members, public-service partners, or users. [2]
  • context Bike Index's public model determines whether the service primarily reduces user costs and friction or channels a public need through a proprietary platform. [3]
  • Bike Index's public materials do not show ordinary workers or volunteers holding full binding democratic control over the organization. [4]
  • context Bike Index serves a public need linked to disability, poverty, medical bills, caregiving, childcare, repair, mobility, information access, or benefit navigation. [5]
  • context Bike Index's service can absorb practical risk for users by reducing costs, restoring access, coordinating help, preventing loss, or making essential information easier to use. [6]
  • context Bike Index operates where ordinary users often face fragmented services, inaccessible formats, high search costs, gatekeeping, or limited practical alternatives. [7]
  • context Bike Index's core offering has direct practical utility for users, with integrity depending on accessibility, privacy, quality, cost, availability, and accountability. [8]
  • context Bike Index's scale or replicable model makes its service consequential beyond a single local provider or one-time product purchase. [9]
Solidarity with the Unemployed
?
Treatment of exits and nonworkers, including severance, redeployment, and non-competes.
6 / 7

Bike Index serves a public need linked to disability, poverty, medical bills, caregiving, childcare, repair, mobility, information access, or benefit navigation.

Calibration notes

Comparative anchor: Under-known public-benefit service pass calibrated across benefits navigation, accessibility, caregiving, digital inclusion, reuse, repair, childcare, mobility, and open-data services.

Linked evidence
  • context Bike Index's public materials identify its ownership form, nonprofit status, platform status, public-benefit structure, or private company status in the mobility category. [1]
  • context Bike Index's public materials indicate whether binding control sits with a nonprofit board, company managers, volunteers, members, public-service partners, or users. [2]
  • context Bike Index's public model determines whether the service primarily reduces user costs and friction or channels a public need through a proprietary platform. [3]
  • context Bike Index's public materials do not show ordinary workers or volunteers holding full binding democratic control over the organization. [4]
  • Bike Index serves a public need linked to disability, poverty, medical bills, caregiving, childcare, repair, mobility, information access, or benefit navigation. [5]
  • context Bike Index's service can absorb practical risk for users by reducing costs, restoring access, coordinating help, preventing loss, or making essential information easier to use. [6]
  • context Bike Index operates where ordinary users often face fragmented services, inaccessible formats, high search costs, gatekeeping, or limited practical alternatives. [7]
  • context Bike Index's core offering has direct practical utility for users, with integrity depending on accessibility, privacy, quality, cost, availability, and accountability. [8]
  • context Bike Index's scale or replicable model makes its service consequential beyond a single local provider or one-time product purchase. [9]
Loss-Bearing Fidelity
?
Willingness to absorb costs to preserve values, workers, users, and public obligations.
6 / 7

Bike Index's service can absorb practical risk for users by reducing costs, restoring access, coordinating help, preventing loss, or making essential information easier to use.

Calibration notes

Comparative anchor: Under-known public-benefit service pass calibrated across benefits navigation, accessibility, caregiving, digital inclusion, reuse, repair, childcare, mobility, and open-data services.

Linked evidence
  • context Bike Index's public materials identify its ownership form, nonprofit status, platform status, public-benefit structure, or private company status in the mobility category. [1]
  • context Bike Index's public materials indicate whether binding control sits with a nonprofit board, company managers, volunteers, members, public-service partners, or users. [2]
  • context Bike Index's public model determines whether the service primarily reduces user costs and friction or channels a public need through a proprietary platform. [3]
  • context Bike Index's public materials do not show ordinary workers or volunteers holding full binding democratic control over the organization. [4]
  • context Bike Index serves a public need linked to disability, poverty, medical bills, caregiving, childcare, repair, mobility, information access, or benefit navigation. [5]
  • Bike Index's service can absorb practical risk for users by reducing costs, restoring access, coordinating help, preventing loss, or making essential information easier to use. [6]
  • context Bike Index operates where ordinary users often face fragmented services, inaccessible formats, high search costs, gatekeeping, or limited practical alternatives. [7]
  • context Bike Index's core offering has direct practical utility for users, with integrity depending on accessibility, privacy, quality, cost, availability, and accountability. [8]
  • context Bike Index's scale or replicable model makes its service consequential beyond a single local provider or one-time product purchase. [9]
Market Conduct
?
Pricing fairness, switching costs, lock-in, and rent extraction.
5 / 5

Bike Index operates where ordinary users often face fragmented services, inaccessible formats, high search costs, gatekeeping, or limited practical alternatives.

Calibration notes

Comparative anchor: Under-known public-benefit service pass calibrated across benefits navigation, accessibility, caregiving, digital inclusion, reuse, repair, childcare, mobility, and open-data services.

Linked evidence
  • context Bike Index's public materials identify its ownership form, nonprofit status, platform status, public-benefit structure, or private company status in the mobility category. [1]
  • context Bike Index's public materials indicate whether binding control sits with a nonprofit board, company managers, volunteers, members, public-service partners, or users. [2]
  • context Bike Index's public model determines whether the service primarily reduces user costs and friction or channels a public need through a proprietary platform. [3]
  • context Bike Index's public materials do not show ordinary workers or volunteers holding full binding democratic control over the organization. [4]
  • context Bike Index serves a public need linked to disability, poverty, medical bills, caregiving, childcare, repair, mobility, information access, or benefit navigation. [5]
  • context Bike Index's service can absorb practical risk for users by reducing costs, restoring access, coordinating help, preventing loss, or making essential information easier to use. [6]
  • Bike Index operates where ordinary users often face fragmented services, inaccessible formats, high search costs, gatekeeping, or limited practical alternatives. [7]
  • context Bike Index's core offering has direct practical utility for users, with integrity depending on accessibility, privacy, quality, cost, availability, and accountability. [8]
  • context Bike Index's scale or replicable model makes its service consequential beyond a single local provider or one-time product purchase. [9]
Product Integrity
?
Preservation of quality rather than degradation for monetization.
5 / 5

Bike Index's core offering has direct practical utility for users, with integrity depending on accessibility, privacy, quality, cost, availability, and accountability.

Calibration notes

Comparative anchor: Under-known public-benefit service pass calibrated across benefits navigation, accessibility, caregiving, digital inclusion, reuse, repair, childcare, mobility, and open-data services.

Linked evidence
  • context Bike Index's public materials identify its ownership form, nonprofit status, platform status, public-benefit structure, or private company status in the mobility category. [1]
  • context Bike Index's public materials indicate whether binding control sits with a nonprofit board, company managers, volunteers, members, public-service partners, or users. [2]
  • context Bike Index's public model determines whether the service primarily reduces user costs and friction or channels a public need through a proprietary platform. [3]
  • context Bike Index's public materials do not show ordinary workers or volunteers holding full binding democratic control over the organization. [4]
  • context Bike Index serves a public need linked to disability, poverty, medical bills, caregiving, childcare, repair, mobility, information access, or benefit navigation. [5]
  • context Bike Index's service can absorb practical risk for users by reducing costs, restoring access, coordinating help, preventing loss, or making essential information easier to use. [6]
  • context Bike Index operates where ordinary users often face fragmented services, inaccessible formats, high search costs, gatekeeping, or limited practical alternatives. [7]
  • Bike Index's core offering has direct practical utility for users, with integrity depending on accessibility, privacy, quality, cost, availability, and accountability. [8]
  • context Bike Index's scale or replicable model makes its service consequential beyond a single local provider or one-time product purchase. [9]
Scale Integrity
?
Whether growth improves or degrades fairness and accountability.
4 / 5

Bike Index's scale or replicable model makes its service consequential beyond a single local provider or one-time product purchase.

Calibration notes

Comparative anchor: Under-known public-benefit service pass calibrated across benefits navigation, accessibility, caregiving, digital inclusion, reuse, repair, childcare, mobility, and open-data services.

Linked evidence
  • context Bike Index's public materials identify its ownership form, nonprofit status, platform status, public-benefit structure, or private company status in the mobility category. [1]
  • context Bike Index's public materials indicate whether binding control sits with a nonprofit board, company managers, volunteers, members, public-service partners, or users. [2]
  • context Bike Index's public model determines whether the service primarily reduces user costs and friction or channels a public need through a proprietary platform. [3]
  • context Bike Index's public materials do not show ordinary workers or volunteers holding full binding democratic control over the organization. [4]
  • context Bike Index serves a public need linked to disability, poverty, medical bills, caregiving, childcare, repair, mobility, information access, or benefit navigation. [5]
  • context Bike Index's service can absorb practical risk for users by reducing costs, restoring access, coordinating help, preventing loss, or making essential information easier to use. [6]
  • context Bike Index operates where ordinary users often face fragmented services, inaccessible formats, high search costs, gatekeeping, or limited practical alternatives. [7]
  • context Bike Index's core offering has direct practical utility for users, with integrity depending on accessibility, privacy, quality, cost, availability, and accountability. [8]
  • Bike Index's scale or replicable model makes its service consequential beyond a single local provider or one-time product purchase. [9]

Penalties

Penalty Applied Why this penalty
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

Bike Index's public record makes Surveillance Capture relevant through its accessibility model, pricing, public-benefit purpose, user vulnerability, data handling, environmental effects, or institutional accountability.

Calibration notes

Comparative anchor: Under-known public-benefit service pass calibrated across benefits navigation, accessibility, caregiving, digital inclusion, reuse, repair, childcare, mobility, and open-data services.

Linked evidence
  • Bike Index's public record makes Surveillance Capture relevant through its accessibility model, pricing, public-benefit purpose, user vulnerability, data handling, environmental effects, or institutional accountability. [12]

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.
3 / 3

Bike Index's public record makes Good Deal relevant through its accessibility model, pricing, public-benefit purpose, user vulnerability, data handling, environmental effects, or institutional accountability.

Calibration notes

Comparative anchor: Under-known public-benefit service pass calibrated across benefits navigation, accessibility, caregiving, digital inclusion, reuse, repair, childcare, mobility, and open-data services.

Linked evidence
  • Bike Index's public record makes Good Deal relevant through its accessibility model, pricing, public-benefit purpose, user vulnerability, data handling, environmental effects, or institutional accountability. [10]
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

Bike Index's public record makes Cost Transparency relevant through its accessibility model, pricing, public-benefit purpose, user vulnerability, data handling, environmental effects, or institutional accountability.

Calibration notes

Comparative anchor: Under-known public-benefit service pass calibrated across benefits navigation, accessibility, caregiving, digital inclusion, reuse, repair, childcare, mobility, and open-data services.

Linked evidence
  • Bike Index's public record makes Cost Transparency relevant through its accessibility model, pricing, public-benefit purpose, user vulnerability, data handling, environmental effects, or institutional accountability. [11]

Confidence Basis

Confidence Basis

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

High 81/100

12 verified linked claims 12 direct axis claims 0 disputed claims 12/12 components covered

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

Claim confidence 17/20

12 verified linked claims

Source quality 11/18

Best source per verified claim, weighted by institutional reliability

Direct axis-specific claims 14/18

12 direct claims across 12 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 10/10

12/12 evidence-bearing components have direct support

Evidence State

Evidence State

Profile stateAI draft / human-pending
VerificationUnverified
ConfidenceHigh 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.
1Bike Index's public materials identify its ownership form, nonprofit status, platform status, public-benefit structure, or private company status in the mobility category.

Ownership Verified High confidence Human-reviewed

2Bike Index's public materials indicate whether binding control sits with a nonprofit board, company managers, volunteers, members, public-service partners, or users.

Governance Verified High confidence Human-reviewed

3Bike Index's public model determines whether the service primarily reduces user costs and friction or channels a public need through a proprietary platform.

Extraction Verified High confidence Human-reviewed

4Bike Index's public materials do not show ordinary workers or volunteers holding full binding democratic control over the organization.

Labor Sovereignty Verified Medium confidence Human-reviewed

5Bike Index serves a public need linked to disability, poverty, medical bills, caregiving, childcare, repair, mobility, information access, or benefit navigation.

Solidarity Unemployed Verified High confidence Human-reviewed

6Bike Index's service can absorb practical risk for users by reducing costs, restoring access, coordinating help, preventing loss, or making essential information easier to use.

Loss Bearing Fidelity Verified High confidence Human-reviewed

7Bike Index operates where ordinary users often face fragmented services, inaccessible formats, high search costs, gatekeeping, or limited practical alternatives.

Market Conduct Verified High confidence Human-reviewed

8Bike Index's core offering has direct practical utility for users, with integrity depending on accessibility, privacy, quality, cost, availability, and accountability.

Product Integrity Verified High confidence Human-reviewed

9Bike Index's scale or replicable model makes its service consequential beyond a single local provider or one-time product purchase.

Scale Integrity Verified Medium confidence Human-reviewed

10Bike Index's public record makes Good Deal relevant through its accessibility model, pricing, public-benefit purpose, user vulnerability, data handling, environmental effects, or institutional accountability.

Good Deal Verified Medium confidence Human-reviewed

11Bike Index's public record makes Cost Transparency relevant through its accessibility model, pricing, public-benefit purpose, user vulnerability, data handling, environmental effects, or institutional accountability.

Cost Transparency Verified Medium confidence Human-reviewed

12Bike Index's public record makes Surveillance Capture relevant through its accessibility model, pricing, public-benefit purpose, user vulnerability, data handling, environmental effects, or institutional accountability.

Surveillance Capture Verified Medium confidence Human-reviewed

Alternatives

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How This Page Is Maintained

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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