Research archive
Compare companies’ conduct across workers, communities, technology and the environment.
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Both Uber and Lyft dominate ride-hailing, but their ethical records diverge sharply on worker treatment, data privacy, and environmental impact. Mashinii's integrity scores break down who performs worse -- and why neither earns a passing grade.
Compare 5 companies using verified Mashinii score records, with missing dimensions shown separately and links to each company’s evidence.
Disney was fined $20 million for collecting children's data without parental consent. Netflix was fined EUR 4.75 million for GDPR violations. Both score -30 on cultural respect. Here is how the two streaming giants compare across 11 ethical dimensions.
We scored JPMorgan Chase and Goldman Sachs across 11 ethical dimensions using court filings, regulatory penalties, and investigative reports. JPMorgan accumulated $892 million in fines in three years. Goldman invested $8.7 billion in cluster munition producers.
We scored Starbucks and Costa Coffee's parent company across 11 ethical dimensions using court filings, labour rulings, and investigative reports. One chain scores better than expected on animal welfare. The other inherits Coca-Cola's -70 health score.
We scored Samsung and Apple across 11 ethical dimensions using court filings, regulatory records, and investigative reports. Apple leads overall, but both companies carry documented integrity risks that investors should understand.
62% of Nestle's food sales come from products rated below 3.5 on the Health Star Rating. Unilever pays all direct employees a living wage. We scored both across 11 dimensions.
Meta scored -70 on data privacy in our methodology -- one of the lowest in our database. TikTok's parent ByteDance is private and cannot be scored. Here is what the data shows about social media ethics.
Traditional ESG data comes from companies themselves. Independent data comes from courts, regulators, and journalists. The difference matters.
Coca-Cola averages −29.0 and PepsiCo −24.0 across ten scored dimensions each. Compare the breakdown and follow the company evidence.
AWS, Azure, and Google Cloud dominate the digital economy. We scored Amazon, Microsoft, and Alphabet on environmental impact using court filings, regulatory data, and investigative reports -- not corporate sustainability PDFs.
The biggest AI companies scored across 11 ethical dimensions using court filings, regulatory actions, and investigative reports. Nvidia, Meta, and Google face questions their share prices have not yet answered.
We scored 10 publicly traded fashion companies on worker rights and ethical sourcing using court filings, labour investigations, and NGO reports. Most scored negative.
Compare 10 companies using verified Mashinii score records, with missing dimensions shown separately and links to each company’s evidence.
We scored three of the world's largest oil companies on ethical integrity using court filings, regulatory actions, and investigative reports. Here is what the data shows.
Adidas leads Nike in seven scored categories, with three ties. Compare worker rights, ethical sourcing and sustainability, including where both fall short.
We scored Amazon and Walmart across 11 ethical dimensions using court filings, regulatory records, and investigative reports. Two retail giants, two very different risk profiles.
We scored all three tech giants across 11 ethical dimensions using court filings, regulatory actions, and investigative reports. Here is how they compare on data privacy and beyond.
We scored Tesla and BYD across 11 ethical dimensions using court filings, regulatory records, and investigative reports. The results are not what you might expect.
The Evidence Brief