public snack and beverage company

PepsiCo

Industry Food

A global public snack and beverage company selling soda, sports drinks, chips, cereals, and packaged foods through brands including Pepsi, Gatorade, Lay’s, Doritos, and Quaker. PepsiCo remains weak because of ecological harm, toxic or materially harmful products, and youth capture, even where it still has some practical value.

Why this matters: PepsiCo is a poor food choice because sugary drinks, salty snacks, child-facing brand power, and plastic packaging are central to the business rather than edge cases.

Letter grade F Malignant Medium confidence (AI) Rubric gcd-rubric-v1 Last reviewed May 10, 2026

Final Score -12* F - Malignant

FMALIGNANT-12 pts

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

Base Material18

Bonus+0

Cap35Ownership <= 2 and Governance <= 2

After Cap18

Penalties-30

Private Government badge

PepsiCo receives the Private Government badge because it combines large-scale private rule-setting over customers, workers, users, members, or counterparties with OpenLobby-documented lobbying of about $1.3M on public policy issues.

Evidence: [12]

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Evaluation Overview

F - Malignant

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

Strengths

Extraction4/10
Market Conduct3/5
Labor Sovereignty2/7

Penalties

Policy Capture-6
Ecological Harm-5
Toxic Products-4
Youth Capture-4

Evidence state

ConfidenceMedium confidence (AI)
ThoroughnessDeveloped (AI)
Linked claims12
Direct axis claims11
Coverage11/18

Scoring Axes

Axis	Score	Why this score
Ownership ? Control rights: shareholder-dominated at 0, worker cooperative control at 10.	1 / 10	PepsiCo is a public shareholder-governed food and beverage company, not a stakeholder- or worker-controlled food producer. PepsiCo is a public shareholder-governed food and beverage company, not a stakeholder- or worker-controlled food producer. That keeps PepsiCo 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 PepsiCo is a public shareholder-governed food and beverage company, not a stakeholder- or worker-controlled food producer. [1]
Governance ? Binding decision authority: centralized control at 0, democratic stakeholder control at 10.	1 / 10	PepsiCo is a public shareholder-governed food and beverage company, not a stakeholder- or worker-controlled food producer. Linked evidence context PepsiCo is a public shareholder-governed food and beverage company, not a stakeholder- or worker-controlled food producer. [1]
Extraction ? Surplus allocation, wage share, CEO pay ratio, margins, and structured extraction judgment.	4 / 10	PepsiCo is a public shareholder-governed food and beverage company, not a stakeholder- or worker-controlled food producer. PepsiCo is a public shareholder-governed food and beverage company, not a stakeholder- or worker-controlled food producer. That places PepsiCo 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. Linked evidence context PepsiCo is a public shareholder-governed food and beverage company, not a stakeholder- or worker-controlled food producer. [1] context The alleged links between ultra-processed product design and chronic disease are contested but serious enough to is relevant to the Human Harm penalty because PepsiCo. [2] context PepsiCo’s brand portfolio includes major soda, sports-drink, chip, snack, cereal, and packaged-food lines, making ultra-processed food and beverage sales central to its business. [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.	2 / 7	PepsiCo is a public shareholder-governed food and beverage company, not a stakeholder- or worker-controlled food producer. PepsiCo is a public shareholder-governed food and beverage company, not a stakeholder- or worker-controlled food producer. That keeps PepsiCo 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 context PepsiCo is a public shareholder-governed food and beverage company, not a stakeholder- or worker-controlled food producer. [1] context The alleged links between ultra-processed product design and chronic disease are contested but serious enough to is relevant to the Human Harm penalty because PepsiCo. [2] context PepsiCo’s brand portfolio includes major soda, sports-drink, chip, snack, cereal, and packaged-food lines, making ultra-processed food and beverage sales central to its business. [3]
Solidarity with the Unemployed ? Treatment of exits and nonworkers, including severance, redeployment, and non-competes.	1 / 7	PepsiCo is a public shareholder-governed food and beverage company, not a stakeholder- or worker-controlled food producer. PepsiCo is a public shareholder-governed food and beverage company, not a stakeholder- or worker-controlled food producer. That keeps PepsiCo 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 PepsiCo is a public shareholder-governed food and beverage company, not a stakeholder- or worker-controlled food producer. [1] context The alleged links between ultra-processed product design and chronic disease are contested but serious enough to is relevant to the Human Harm penalty because PepsiCo. [2] context PepsiCo’s brand portfolio includes major soda, sports-drink, chip, snack, cereal, and packaged-food lines, making ultra-processed food and beverage sales central to its business. [3]
Loss-Bearing Fidelity ? Willingness to absorb costs to preserve values, workers, users, and public obligations.	2 / 7	PepsiCo is a public shareholder-governed food and beverage company, not a stakeholder- or worker-controlled food producer. PepsiCo is a public shareholder-governed food and beverage company, not a stakeholder- or worker-controlled food producer. That keeps PepsiCo 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 PepsiCo is a public shareholder-governed food and beverage company, not a stakeholder- or worker-controlled food producer. [1] context The alleged links between ultra-processed product design and chronic disease are contested but serious enough to is relevant to the Human Harm penalty because PepsiCo. [2] context PepsiCo’s brand portfolio includes major soda, sports-drink, chip, snack, cereal, and packaged-food lines, making ultra-processed food and beverage sales central to its business. [3]
Market Conduct ? Pricing fairness, switching costs, lock-in, and rent extraction.	3 / 5	PepsiCo’s brand portfolio includes major soda, sports-drink, chip, snack, cereal, and packaged-food lines, making ultra-processed food and beverage sales central to its business. PepsiCo’s brand portfolio includes major soda, sports-drink, chip, snack, cereal, and packaged-food lines, making ultra-processed food and beverage sales central to its business. That places PepsiCo 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. Linked evidence context PepsiCo’s brand portfolio includes major soda, sports-drink, chip, snack, cereal, and packaged-food lines, making ultra-processed food and beverage sales central to its business. [3] context PepsiCo is a public shareholder-governed food and beverage company, not a stakeholder- or worker-controlled food producer. [1] context The plastic-pollution suit and ultra-processed-food litigation both allege consumer-facing narratives that understate material public-health or environmental costs. [4]
Product Integrity ? Preservation of quality rather than degradation for monetization.	2 / 5	PepsiCo’s brand portfolio includes major soda, sports-drink, chip, snack, cereal, and packaged-food lines, making ultra-processed food and beverage sales central to its business. PepsiCo’s brand portfolio includes major soda, sports-drink, chip, snack, cereal, and packaged-food lines, making ultra-processed food and beverage sales central to its business. That places PepsiCo 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 PepsiCo’s brand portfolio includes major soda, sports-drink, chip, snack, cereal, and packaged-food lines, making ultra-processed food and beverage sales central to its business. [3] context PepsiCo’s ordinary product mix includes sugary drinks, salty snacks, and ultra-processed packaged foods, describes conduct considered under Toxic Products consumer health exposure. [5]
Scale Integrity ? Whether growth improves or degrades fairness and accountability.	2 / 5	PepsiCo is a public shareholder-governed food and beverage company, not a stakeholder- or worker-controlled food producer. PepsiCo is a public shareholder-governed food and beverage company, not a stakeholder- or worker-controlled food producer. That places PepsiCo in the middle of Scale Integrity: scale brings useful reach but also weakens accountability, transparency, or local constraint. 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 context PepsiCo is a public shareholder-governed food and beverage company, not a stakeholder- or worker-controlled food producer. [1] context PepsiCo’s brand portfolio includes major soda, sports-drink, chip, snack, cereal, and packaged-food lines, making ultra-processed food and beverage sales central to its business. [3] context New York sued PepsiCo over plastic pollution, alleging the company’s single-use plastic products contributed substantially to Buffalo River pollution. [6]

Penalties

Penalty	Applied	Why this penalty
Human Harm ? Severity, scale, culpability, vulnerable targets, willful reoffense, reputation laundering, pattern escalation, and time decay. Range: -20 to 0.	-2	The alleged links between ultra-processed product design and chronic disease are contested but serious enough to is relevant to the Human Harm penalty because PepsiCo. That warrants a… The alleged links between ultra-processed product design and chronic disease are contested but serious enough to is relevant to the Human Harm penalty because PepsiCo. That warrants a limited Human Harm penalty because ordinary operation, documented misconduct, or institutional power creates serious injury, deprivation, abuse, or foreseeable human damage. The value is limited because the linked record shows a real problem but not one that dominates the profile on this axis. Linked evidence The alleged links between ultra-processed product design and chronic disease are contested but serious enough to is relevant to the Human Harm penalty because PepsiCo. [2]
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.	-5	New York sued PepsiCo over plastic pollution, alleging the company’s single-use plastic products contributed substantially to Buffalo River pollution. New York sued PepsiCo over plastic pollution, alleging the company’s single-use plastic products contributed substantially to Buffalo River pollution. 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 New York sued PepsiCo over plastic pollution, alleging the company’s single-use plastic products contributed substantially to Buffalo River pollution. [6]
Policy Capture ? Private-interest attempts to bend law, regulation, subsidies, taxes, enforcement, trade, labor, safety, competition, environmental, healthcare, housing, surveillance, civil-liberties, or consumer policy against workers, customers, citizens, affected communities, or ecological life. Public-interest advocacy is not penalized merely because it is lobbying. Range: -15 to 0.	-6	OpenLobby records PEPSICO lobbying on BEV, food, tax, trade, agriculture, transportation, and other issues with about $1.3M in spending across 23 filings; the reviewed filings document… OpenLobby records PEPSICO lobbying on BEV, food, tax, trade, agriculture, transportation, and other issues with about $1.3M in spending across 23 filings; the reviewed filings document private institutional lobbying over public rules rather than a public-interest advocacy role. That warrants a substantial Policy Capture penalty because private institutional pressure is being applied to public rules while affected people cannot democratically govern that agenda. 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 OpenLobby records PEPSICO lobbying on BEV, food, tax, trade, agriculture, transportation, and other issues with about $1.3M in spending across 23 filings; the reviewed filings document private institutional lobbying over public rules rather than a public-interest advocacy role. [9]
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 PepsiCo has mixed food exposure high-carbon product exposure based on its listed business model and current profile description: A global public snack and beverage company selling soda, sports drinks, chips, cereals, and packaged foods through brands including Pepsi, Gatorade, Lay’s, Doritos, and Quaker. PepsiCo remains weak because of ecological… [10]
Toxic Products ? Current sale of products whose ordinary use, exposure, ingredients, residues, packaging, or formulation creates toxic, addictive, or consumer-safety risk. Food products receive at least light scrutiny for artificial colors, artificial flavors, petro-derived additives, pesticide residues, contaminants, endocrine-disrupting packaging, and ultra-processed formulation. Ordinary adult nightlife or alcohol service is not penalized by itself without evidence of predatory marketing, youth targeting, addiction-extractive design, or unusual product-safety misconduct. Range: -5 to 0.	-4	PepsiCo’s ordinary product mix includes sugary drinks, salty snacks, and ultra-processed packaged foods, describes conduct considered under Toxic Products consumer health exposure. PepsiCo’s ordinary product mix includes sugary drinks, salty snacks, and ultra-processed packaged foods, describes conduct considered under Toxic Products consumer health exposure. That warrants a severe Toxic Products penalty because ordinary use, exposure, ingredients, residues, packaging, or formulation creates material toxic, addictive, or consumer-safety risk. The value is near the floor because the conduct appears central, large-scale, repeated, or institutionally powerful rather than incidental. Linked evidence PepsiCo’s ordinary product mix includes sugary drinks, salty snacks, and ultra-processed packaged foods, describes conduct considered under Toxic Products consumer health exposure. [5]
Youth Capture ? Manipulative youth-directed marketing, youth-data or attention monetization, collectible/add-on traps, parasocial or identity capture, surprise mechanics, or treating young people as lower-disclosure consumers. Making useful toys or welcoming children is not itself penalized. Range: -5 to 0.	-4	Major litigation over ultra-processed foods named PepsiCo among companies accused of engineering and marketing addictive products toward children, describes conduct considered under Youth Capture. Major litigation over ultra-processed foods named PepsiCo among companies accused of engineering and marketing addictive products toward children, describes conduct considered under Youth Capture. That warrants a severe Youth Capture penalty because young people are treated as manipulable consumers, data sources, attention targets, or culture markets. The value is near the floor because the conduct appears central, large-scale, repeated, or institutionally powerful rather than incidental. Linked evidence Major litigation over ultra-processed foods named PepsiCo among companies accused of engineering and marketing addictive products toward children, describes conduct considered under Youth Capture. [7]
Shrinkflation ? Reducing product quantity, count, usable volume, or package contents without a proportionate price reduction, especially when the change is not clearly announced at the shelf, package front, or purchase interface. Openly labeled size changes are less severe than quiet downsizing. Range: -5 to 0.	-4	PepsiCo's snack business is a high-volume packaged-goods case where downsized bags were publicly connected to consumer backlash and later partial reversal. Calibration notes Comparative anchor: Shrinkflation axis rollout; full column calibration should be revisited as product-level package-size evidence is added. Linked evidence PepsiCo was named in Warren-Dean oversight letters alleging shrinkflation, and later reporting described PepsiCo adding 20 percent more chips to some Tostitos and Ruffles bags after backlash over higher prices and smaller bags. [11]
Accountability Opacity ? Material opacity, reputation laundering, or hidden accountability structures that prevent public accountability. Range: -2 to 0.	-2	The plastic-pollution suit and ultra-processed-food litigation both allege consumer-facing narratives that understate material public-health or environmental costs. The plastic-pollution suit and ultra-processed-food litigation both allege consumer-facing narratives that understate material public-health or environmental costs. 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 The plastic-pollution suit and ultra-processed-food litigation both allege consumer-facing narratives that understate material public-health or environmental costs. [4]
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	PepsiCo frames snacks and drinks as normal consumer choice while the business depends on health, youth-marketing, and waste externalities being treated as lifestyle preference rather than institutional power. PepsiCo frames snacks and drinks as normal consumer choice while the business depends on health, youth-marketing, and waste externalities being treated as lifestyle preference rather than institutional power. 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 PepsiCo frames snacks and drinks as normal consumer choice while the business depends on health, youth-marketing, and waste externalities being treated as lifestyle preference rather than institutional power. [8]

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 73/100

11 verified linked claims 11 direct axis claims 0 disputed claims 11/18 components covered

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

Claim confidence 17/20

11 verified linked claims

Source quality 12/18

Best source per verified claim, weighted by institutional reliability

Direct axis-specific claims 9/18

11 direct claims across 18 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

11/18 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.

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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.

1PepsiCo is a public shareholder-governed food and beverage company, not a stakeholder- or worker-controlled food producer.

Ownership Verified High confidence AI-generated / human-pending May 10, 2026

AI scaffold

PepsiCo investor relationsOfficial self-description · 68%

2The alleged links between ultra-processed product design and chronic disease are contested but serious enough to is relevant to the Human Harm penalty because PepsiCo.

Human Harm Verified Medium confidence AI-generated / human-pending May 10, 2026

AI scaffold

AP: San Francisco sues top food manufacturers over ultraprocessed foodsIndependent reporting · 82%

3PepsiCo’s brand portfolio includes major soda, sports-drink, chip, snack, cereal, and packaged-food lines, making ultra-processed food and beverage sales central to its business.

Product Integrity Verified High confidence AI-generated / human-pending May 10, 2026

AI scaffold

PepsiCo brandsGeneral web source · 58%

4The plastic-pollution suit and ultra-processed-food litigation both allege consumer-facing narratives that understate material public-health or environmental costs.

Accountability Opacity Verified Medium confidence AI-generated / human-pending May 10, 2026

AI scaffold

Axios: New York sues PepsiCo over plastic pollutionGeneral web source · 58%
AP: San Francisco sues top food manufacturers over ultraprocessed foodsIndependent reporting · 82%

5PepsiCo’s ordinary product mix includes sugary drinks, salty snacks, and ultra-processed packaged foods, describes conduct considered under Toxic Products consumer health exposure.

Toxic Products Verified High confidence AI-generated / human-pending May 10, 2026

AI scaffold

PepsiCo brandsGeneral web source · 58%
AP: San Francisco sues top food manufacturers over ultraprocessed foodsIndependent reporting · 82%

6New York sued PepsiCo over plastic pollution, alleging the company’s single-use plastic products contributed substantially to Buffalo River pollution.

Ecological Harm Verified High confidence AI-generated / human-pending May 10, 2026

AI scaffold

Axios: New York sues PepsiCo over plastic pollutionGeneral web source · 58%

7Major litigation over ultra-processed foods named PepsiCo among companies accused of engineering and marketing addictive products toward children, describes conduct considered under Youth Capture.

Youth Capture Verified High confidence AI-generated / human-pending May 10, 2026

AI scaffold

Axios: food firms sued over addictive products marketed to kidsGeneral web source · 58%

8PepsiCo frames snacks and drinks as normal consumer choice while the business depends on health, youth-marketing, and waste externalities being treated as lifestyle preference rather than institutional power.

Ideological Disavowal Verified Medium confidence AI-generated / human-pending May 10, 2026

AI scaffold

PepsiCo brandsGeneral web source · 58%

9OpenLobby records PEPSICO lobbying on BEV, food, tax, trade, agriculture, transportation, and other issues with about $1.3M in spending across 23 filings; the reviewed filings document private institutional lobbying over public rules rather than a public-interest advocacy role.

Policy Capture Verified Medium confidence AI-generated / human-pending May 11, 2026

AI scaffold

OpenLobby — PEPSICO lobbying profileGeneral web source · 58%

10PepsiCo has mixed food exposure high-carbon product exposure based on its listed business model and current profile description: A global public snack and beverage company selling soda, sports drinks, chips, cereals, and packaged foods through brands including Pepsi, Gatorade, Lay’s, Doritos, and Quaker. PepsiCo remains weak because of ecological…

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

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

11PepsiCo was named in Warren-Dean oversight letters alleging shrinkflation, and later reporting described PepsiCo adding 20 percent more chips to some Tostitos and Ruffles bags after backlash over higher prices and smaller bags.

Shrinkflation Verified High confidence AI-generated / human-pending May 13, 2026

AI scaffold

Warren and Dean press Coca-Cola, PepsiCo, and General Mills on shrinkflationPrimary public record · 100%
Letters to Coca-Cola, PepsiCo, and General Mills on shrinkflationPrimary public record · 100%
Bakery & Snacks: PepsiCo responds to shrinkflation backlashGeneral web source · 58%

12PepsiCo receives the Private Government badge because it combines large-scale private rule-setting over customers, workers, users, members, or counterparties with OpenLobby-documented lobbying of about $1.3M on public policy issues.

Private Government Verified Medium confidence AI-generated / human-pending May 11, 2026

AI scaffold

OpenLobby — PEPSICO lobbying profileGeneral web source · 58%

Alternatives

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