public company

Instacart

A public grocery-delivery platform connecting shoppers, retailers, brands, and customers. Instacart is convenient but low-scoring because contractor labor, grocery-data monetization, retail-media advertising, fees, and platform control over shoppers and retailers are central to the model.

Why this matters: Grocery delivery is a common substitute for stores and co-ops, but its labor and data model is very different from ordinary grocery shopping.

Letter grade F Malignant Medium confidence (AI) Rubric gcd-rubric-v1 Last reviewed May 11, 2026

Final Score -9* F - Malignant

FMALIGNANT-9 pts

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

Base Material6

Bonus+0

Cap35Ownership <= 2 and Governance <= 2

After Cap6

Penalties-15

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Evaluation Overview

F - Malignant

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

Strengths

Product Integrity3/5
Ownership1/10
Governance1/10

Penalties

Surveillance Capture-5
Subscription Capture-3
Ecological Harm-2
High-Carbon Products-2

Evidence state

ConfidenceMedium confidence (AI)
ThoroughnessDeveloped (AI)
Linked claims10
Direct axis claims10
Coverage10/15

Scoring Axes

Axis	Score	Why this score
Ownership ? Control rights: shareholder-dominated at 0, worker cooperative control at 10.	1 / 10	Instacart/Maplebear is a shareholder-governed public platform company, so shoppers, retailers, and customers do not control the marketplace. Instacart/Maplebear is a shareholder-governed public platform company, so shoppers, retailers, and customers do not control the marketplace. That keeps Instacart low on Ownership: decisive control remains with shareholders, private owners, executives, or state insiders rather than affected people. The value is above zero only where the linked record still shows some real function, constraint, or public value on this axis. Linked evidence Instacart/Maplebear is a shareholder-governed public platform company, so shoppers, retailers, and customers do not control the marketplace. [1]
Governance ? Binding decision authority: centralized control at 0, democratic stakeholder control at 10.	1 / 10	Instacart operates a grocery and retail delivery platform connecting customers, retailers, brands, and shoppers through online ordering and fulfillment. Instacart operates a grocery and retail delivery platform connecting customers, retailers, brands, and shoppers through online ordering and fulfillment. That keeps Instacart low on Governance: ordinary users, workers, customers, or affected communities cannot change the rules that govern them. The value is above zero only where the linked record still shows some real function, constraint, or public value on this axis. Linked evidence context Instacart operates a grocery and retail delivery platform connecting customers, retailers, brands, and shoppers through online ordering and fulfillment. [2] context Instacart/Maplebear is a shareholder-governed public platform company, so shoppers, retailers, and customers do not control the marketplace. [1] context Instacart’s annual report treats shopper classification as a legal risk, reflecting dependence on contractor labor and weak shopper sovereignty over platform rules. [3] context Instacart controls marketplace fees, fulfillment, retailer relationships, advertising, shopper access, and customer data, creating asymmetric power over shoppers and retailers. [4] context Instacart collects grocery transaction, precise geolocation, account, device, payment, shopper, retailer, and advertising data, including sensitive personal information categories in its privacy disclosures. [5] context Instacart fees, item markups, retailer pricing, advertising placement, shopper pay, and data uses are difficult for ordinary customers to evaluate before checkout. [6] context Instacart+ memberships, app habituation, retailer integrations, and recurring grocery delivery create subscription and loyalty capture around necessities. [7] context Instacart delivery adds packaging, substitution, delivery-route, and vehicle-mile burdens compared with direct shopping, while also potentially consolidating trips in some cases. [8] context Instacart retains conduct relevant to the Ideological Disavowal penalty: it presents grocery-data advertising, contractor labor, and platform control as neutral convenience rather than contested governance over essential food access. [9]
Extraction ? Surplus allocation, wage share, CEO pay ratio, margins, and structured extraction judgment.	0 / 10	Instacart operates a grocery and retail delivery platform connecting customers, retailers, brands, and shoppers through online ordering and fulfillment. Instacart operates a grocery and retail delivery platform connecting customers, retailers, brands, and shoppers through online ordering and fulfillment. That keeps Instacart low on Extraction: the business model makes extraction from workers, users, suppliers, customers, or the public central rather than incidental. The value is above zero only where the linked record still shows some real function, constraint, or public value on this axis. Linked evidence context Instacart operates a grocery and retail delivery platform connecting customers, retailers, brands, and shoppers through online ordering and fulfillment. [2] context Instacart/Maplebear is a shareholder-governed public platform company, so shoppers, retailers, and customers do not control the marketplace. [1] context Instacart’s annual report treats shopper classification as a legal risk, reflecting dependence on contractor labor and weak shopper sovereignty over platform rules. [3] context Instacart controls marketplace fees, fulfillment, retailer relationships, advertising, shopper access, and customer data, creating asymmetric power over shoppers and retailers. [4] context Instacart collects grocery transaction, precise geolocation, account, device, payment, shopper, retailer, and advertising data, including sensitive personal information categories in its privacy disclosures. [5] context Instacart fees, item markups, retailer pricing, advertising placement, shopper pay, and data uses are difficult for ordinary customers to evaluate before checkout. [6] context Instacart+ memberships, app habituation, retailer integrations, and recurring grocery delivery create subscription and loyalty capture around necessities. [7] context Instacart delivery adds packaging, substitution, delivery-route, and vehicle-mile burdens compared with direct shopping, while also potentially consolidating trips in some cases. [8] context Instacart retains conduct relevant to the Ideological Disavowal penalty: it presents grocery-data advertising, contractor labor, and platform control as neutral convenience rather than contested governance over essential food access. [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.	0 / 7	Instacart’s annual report treats shopper classification as a legal risk, reflecting dependence on contractor labor and weak shopper sovereignty over platform rules. Instacart’s annual report treats shopper classification as a legal risk, reflecting dependence on contractor labor and weak shopper sovereignty over platform rules. That keeps Instacart low on Labor Sovereignty: labor remains managerially controlled, replaceable, or exposed to coercive employment and contracting conditions. The value is above zero only where the linked record still shows some real function, constraint, or public value on this axis. Linked evidence Instacart’s annual report treats shopper classification as a legal risk, reflecting dependence on contractor labor and weak shopper sovereignty over platform rules. [3]
Solidarity with the Unemployed ? Treatment of exits and nonworkers, including severance, redeployment, and non-competes.	0 / 7	Instacart operates a grocery and retail delivery platform connecting customers, retailers, brands, and shoppers through online ordering and fulfillment. Instacart operates a grocery and retail delivery platform connecting customers, retailers, brands, and shoppers through online ordering and fulfillment. That keeps Instacart low on Solidarity with the Unemployed: the model provides little protection for people who leave, are excluded, or cannot bargain from employment. The value is above zero only where the linked record still shows some real function, constraint, or public value on this axis. Linked evidence context Instacart operates a grocery and retail delivery platform connecting customers, retailers, brands, and shoppers through online ordering and fulfillment. [2] context Instacart/Maplebear is a shareholder-governed public platform company, so shoppers, retailers, and customers do not control the marketplace. [1] context Instacart’s annual report treats shopper classification as a legal risk, reflecting dependence on contractor labor and weak shopper sovereignty over platform rules. [3] context Instacart controls marketplace fees, fulfillment, retailer relationships, advertising, shopper access, and customer data, creating asymmetric power over shoppers and retailers. [4] context Instacart collects grocery transaction, precise geolocation, account, device, payment, shopper, retailer, and advertising data, including sensitive personal information categories in its privacy disclosures. [5] context Instacart fees, item markups, retailer pricing, advertising placement, shopper pay, and data uses are difficult for ordinary customers to evaluate before checkout. [6] context Instacart+ memberships, app habituation, retailer integrations, and recurring grocery delivery create subscription and loyalty capture around necessities. [7] context Instacart delivery adds packaging, substitution, delivery-route, and vehicle-mile burdens compared with direct shopping, while also potentially consolidating trips in some cases. [8] context Instacart retains conduct relevant to the Ideological Disavowal penalty: it presents grocery-data advertising, contractor labor, and platform control as neutral convenience rather than contested governance over essential food access. [9]
Loss-Bearing Fidelity ? Willingness to absorb costs to preserve values, workers, users, and public obligations.	1 / 7	Instacart operates a grocery and retail delivery platform connecting customers, retailers, brands, and shoppers through online ordering and fulfillment. Instacart operates a grocery and retail delivery platform connecting customers, retailers, brands, and shoppers through online ordering and fulfillment. That keeps Instacart low on Loss-Bearing Fidelity: losses, hazards, or adjustment costs are routinely pushed onto workers, customers, suppliers, communities, or the public. The value is above zero only where the linked record still shows some real function, constraint, or public value on this axis. Linked evidence context Instacart operates a grocery and retail delivery platform connecting customers, retailers, brands, and shoppers through online ordering and fulfillment. [2] context Instacart/Maplebear is a shareholder-governed public platform company, so shoppers, retailers, and customers do not control the marketplace. [1] context Instacart’s annual report treats shopper classification as a legal risk, reflecting dependence on contractor labor and weak shopper sovereignty over platform rules. [3] context Instacart controls marketplace fees, fulfillment, retailer relationships, advertising, shopper access, and customer data, creating asymmetric power over shoppers and retailers. [4] context Instacart collects grocery transaction, precise geolocation, account, device, payment, shopper, retailer, and advertising data, including sensitive personal information categories in its privacy disclosures. [5] context Instacart fees, item markups, retailer pricing, advertising placement, shopper pay, and data uses are difficult for ordinary customers to evaluate before checkout. [6] context Instacart+ memberships, app habituation, retailer integrations, and recurring grocery delivery create subscription and loyalty capture around necessities. [7] context Instacart delivery adds packaging, substitution, delivery-route, and vehicle-mile burdens compared with direct shopping, while also potentially consolidating trips in some cases. [8] context Instacart retains conduct relevant to the Ideological Disavowal penalty: it presents grocery-data advertising, contractor labor, and platform control as neutral convenience rather than contested governance over essential food access. [9]
Market Conduct ? Pricing fairness, switching costs, lock-in, and rent extraction.	0 / 5	Instacart controls marketplace fees, fulfillment, retailer relationships, advertising, shopper access, and customer data, creating asymmetric power over shoppers and retailers. Instacart controls marketplace fees, fulfillment, retailer relationships, advertising, shopper access, and customer data, creating asymmetric power over shoppers and retailers. That keeps Instacart low on Market Conduct: market power, lock-in, coercive pricing, or exclusionary conduct is a major part of the institution's position. The value is above zero only where the linked record still shows some real function, constraint, or public value on this axis. Linked evidence Instacart controls marketplace fees, fulfillment, retailer relationships, advertising, shopper access, and customer data, creating asymmetric power over shoppers and retailers. [4]
Product Integrity ? Preservation of quality rather than degradation for monetization.	3 / 5	Instacart operates a grocery and retail delivery platform connecting customers, retailers, brands, and shoppers through online ordering and fulfillment. Instacart operates a grocery and retail delivery platform connecting customers, retailers, brands, and shoppers through online ordering and fulfillment. That places Instacart in the middle of Product Integrity: the product has real use value but is compromised by incentives, monetization, lock-in, quality degradation, or risk. 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. Linked evidence Instacart operates a grocery and retail delivery platform connecting customers, retailers, brands, and shoppers through online ordering and fulfillment. [2]
Scale Integrity ? Whether growth improves or degrades fairness and accountability.	0 / 5	Instacart operates a grocery and retail delivery platform connecting customers, retailers, brands, and shoppers through online ordering and fulfillment. Instacart operates a grocery and retail delivery platform connecting customers, retailers, brands, and shoppers through online ordering and fulfillment. That keeps Instacart low on Scale Integrity: scale magnifies harm, gatekeeping, opacity, or extraction rather than disciplining it. The value is above zero only where the linked record still shows some real function, constraint, or public value on this axis. Linked evidence context Instacart operates a grocery and retail delivery platform connecting customers, retailers, brands, and shoppers through online ordering and fulfillment. [2] context Instacart/Maplebear is a shareholder-governed public platform company, so shoppers, retailers, and customers do not control the marketplace. [1] context Instacart’s annual report treats shopper classification as a legal risk, reflecting dependence on contractor labor and weak shopper sovereignty over platform rules. [3] context Instacart controls marketplace fees, fulfillment, retailer relationships, advertising, shopper access, and customer data, creating asymmetric power over shoppers and retailers. [4] context Instacart collects grocery transaction, precise geolocation, account, device, payment, shopper, retailer, and advertising data, including sensitive personal information categories in its privacy disclosures. [5] context Instacart fees, item markups, retailer pricing, advertising placement, shopper pay, and data uses are difficult for ordinary customers to evaluate before checkout. [6] context Instacart+ memberships, app habituation, retailer integrations, and recurring grocery delivery create subscription and loyalty capture around necessities. [7] context Instacart delivery adds packaging, substitution, delivery-route, and vehicle-mile burdens compared with direct shopping, while also potentially consolidating trips in some cases. [8] context Instacart retains conduct relevant to the Ideological Disavowal penalty: it presents grocery-data advertising, contractor labor, and platform control as neutral convenience rather than contested governance over essential food access. [9]

Penalties

Penalty	Applied	Why this penalty
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	Instacart delivery adds packaging, substitution, delivery-route, and vehicle-mile burdens compared with direct shopping, while also potentially consolidating trips in some cases. Instacart delivery adds packaging, substitution, delivery-route, and vehicle-mile burdens compared with direct shopping, while also potentially consolidating trips in some cases. That warrants a limited Ecological Harm penalty because the institution causes or defends ecological damage that is more than incidental to the model. The value is limited because the linked record shows a real problem but not one that dominates the profile on this axis. Linked evidence Instacart delivery adds packaging, substitution, delivery-route, and vehicle-mile burdens compared with direct shopping, while also potentially consolidating trips in some cases. [8]
High-Carbon Products ? Core products, services, financing, or supply chains that materially depend on fossil-fuel combustion, high-emissions transport, industrial animal agriculture, meat, dairy, or other unusually carbon-intensive activity. This is scored separately from general ecological harm so ordinary consumers can see carbon-intensive product exposure directly. Range: -10 to 0.	-2	The company sells mixed grocery, restaurant, or packaged-food products where meat, dairy, refrigerated logistics, or high-carbon ingredients are material but not necessarily the entire business model. Linked evidence Instacart has mixed food exposure high-carbon product exposure based on its listed business model and current profile description: A public grocery-delivery platform connecting shoppers, retailers, brands, and customers. Instacart is convenient but low-scoring because contractor labor, grocery-data monetization, retail-media advertising, fees, and… [10]
Subscription Capture ? Manipulative recurring-payment, automatic-renewal, cancellation-friction, bundling, trial-conversion, or refund designs that profit from inertia or confusion. Range: -5 to 0.	-3	Instacart+ memberships, app habituation, retailer integrations, and recurring grocery delivery create subscription and loyalty capture around necessities. Instacart+ memberships, app habituation, retailer integrations, and recurring grocery delivery create subscription and loyalty capture around necessities. That warrants a substantial Subscription Capture penalty because recurring-payment design profits from inertia, confusion, bundling, renewal friction, or cancellation difficulty. The value is substantial but not at the floor because the linked record shows serious conduct without the strongest aggravating factors on this axis. Linked evidence Instacart+ memberships, app habituation, retailer integrations, and recurring grocery delivery create subscription and loyalty capture around necessities. [7]
Accountability Opacity ? Material opacity, reputation laundering, or hidden accountability structures that prevent public accountability. Range: -2 to 0.	-2	Instacart fees, item markups, retailer pricing, advertising placement, shopper pay, and data uses are difficult for ordinary customers to evaluate before checkout. Instacart fees, item markups, retailer pricing, advertising placement, shopper pay, and data uses are difficult for ordinary customers to evaluate before checkout. 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. Linked evidence Instacart fees, item markups, retailer pricing, advertising placement, shopper pay, and data uses are difficult for ordinary customers to evaluate before checkout. [6]
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.	-5	Instacart collects grocery transaction, precise geolocation, account, device, payment, shopper, retailer, and advertising data, including sensitive personal information categories in its privacy disclosures. Instacart collects grocery transaction, precise geolocation, account, device, payment, shopper, retailer, and advertising data, including sensitive personal information categories in its privacy disclosures. That warrants a severe Surveillance Capture penalty because customers, workers, users, bystanders, or the public are exposed to invasive tracking, biometrics, or behavior scanning. The value is near the floor because the conduct appears central, large-scale, repeated, or institutionally powerful rather than incidental. Linked evidence Instacart collects grocery transaction, precise geolocation, account, device, payment, shopper, retailer, and advertising data, including sensitive personal information categories in its privacy disclosures. [5]
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	Instacart retains conduct relevant to the Ideological Disavowal penalty: it presents grocery-data advertising, contractor labor, and platform control as neutral convenience rather than contested governance over essential food access. Instacart retains conduct relevant to the Ideological Disavowal penalty: it presents grocery-data advertising, contractor labor, and platform control as neutral convenience rather than contested governance over essential food access. 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. Linked evidence Instacart retains conduct relevant to the Ideological Disavowal penalty: it presents grocery-data advertising, contractor labor, and platform control as neutral convenience rather than contested governance over essential food access. [9]

Bonus Credits

No bonus credits applied in this version.

Confidence Basis

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

Medium 78/100

10 verified linked claims 10 direct axis claims 0 disputed claims 10/15 components covered

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

Claim confidence 18/20

10 verified linked claims

Source quality 15/18

Best source per verified claim, weighted by institutional reliability

Direct axis-specific claims 9/18

10 direct claims across 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 7/10

10/15 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.

1Instacart/Maplebear is a shareholder-governed public platform company, so shoppers, retailers, and customers do not control the marketplace.

Ownership Verified High confidence AI-generated / human-pending May 11, 2026

AI scaffold

Instacart 2025 annual report PDFPrimary public record · 100%

2Instacart operates a grocery and retail delivery platform connecting customers, retailers, brands, and shoppers through online ordering and fulfillment.

Product Integrity Verified High confidence AI-generated / human-pending May 11, 2026

AI scaffold

Instacart 2025 annual report PDFPrimary public record · 100%
Instacart economic impact reportOfficial self-description · 68%

3Instacart’s annual report treats shopper classification as a legal risk, reflecting dependence on contractor labor and weak shopper sovereignty over platform rules.

Labor Sovereignty Verified High confidence AI-generated / human-pending May 11, 2026

AI scaffold

Instacart 2025 annual report PDFPrimary public record · 100%

4Instacart controls marketplace fees, fulfillment, retailer relationships, advertising, shopper access, and customer data, creating asymmetric power over shoppers and retailers.

Market Conduct Verified High confidence AI-generated / human-pending May 11, 2026

AI scaffold

Instacart 2025 annual report PDFPrimary public record · 100%

5Instacart collects grocery transaction, precise geolocation, account, device, payment, shopper, retailer, and advertising data, including sensitive personal information categories in its privacy disclosures.

Surveillance Capture Verified High confidence AI-generated / human-pending May 11, 2026

AI scaffold

Instacart privacy policyOfficial self-description · 68%

6Instacart fees, item markups, retailer pricing, advertising placement, shopper pay, and data uses are difficult for ordinary customers to evaluate before checkout.

Accountability Opacity Verified High confidence AI-generated / human-pending May 11, 2026

AI scaffold

Instacart privacy policyOfficial self-description · 68%
Instacart 2025 annual report PDFPrimary public record · 100%

7Instacart+ memberships, app habituation, retailer integrations, and recurring grocery delivery create subscription and loyalty capture around necessities.

Subscription Capture Verified High confidence AI-generated / human-pending May 11, 2026

AI scaffold

Instacart+ termsGeneral web source · 58%

8Instacart delivery adds packaging, substitution, delivery-route, and vehicle-mile burdens compared with direct shopping, while also potentially consolidating trips in some cases.

Ecological Harm Verified Medium confidence AI-generated / human-pending May 11, 2026

AI scaffold

Instacart economic impact reportOfficial self-description · 68%

9Instacart retains conduct relevant to the Ideological Disavowal penalty: it presents grocery-data advertising, contractor labor, and platform control as neutral convenience rather than contested governance over essential food access.

Ideological Disavowal Verified Medium confidence AI-generated / human-pending May 11, 2026

AI scaffold

Instacart 2025 annual report PDFPrimary public record · 100%

10Instacart has mixed food exposure high-carbon product exposure based on its listed business model and current profile description: A public grocery-delivery platform connecting shoppers, retailers, brands, and customers. Instacart is convenient but low-scoring because contractor labor, grocery-data monetization, retail-media advertising, fees, and…

High Carbon Products Verified Medium confidence Human-reviewed May 11, 2026

Instacart public siteGeneral web source · 58%
Our World in Data: Environmental Impacts of Food ProductionGeneral web source · 58%

Alternatives

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