A research project exploring anti-capitalist frameworks and patterns in AI/ML
This section documents commercial applications with exploitative business models and provides practical guidance for building community-driven alternatives. Each category includes exploitation analysis, existing alternatives, and step-by-step implementation paths.
Many of today’s most popular apps extract value from workers and communities while concentrating wealth and power. Community alternatives can:
Replace DoorDash, Uber Eats, and Grubhub with worker-owned delivery cooperatives that keep money in your community.
Alternative to Uber and Lyft with driver cooperatives and community-owned transportation platforms.
Worker-owned alternatives to Upwork, Fiverr, and TaskRabbit that don’t extract excessive fees.
Federated and community-controlled alternatives to Facebook, Instagram, and Twitter that respect privacy and mental health.
Private, secure messaging without data harvesting or corporate surveillance.
Community-based alternatives to Airbnb and VRBO that don’t drive up local housing costs.
Cooperative alternatives to Instacart and Amazon that support local businesses and fair wages.
Community-oriented alternatives to Tinder and Bumble that prioritize genuine connections over engagement metrics.
Artist-owned platforms as alternatives to Spotify and YouTube that fairly compensate creators.
Reader-supported and journalist-owned alternatives to corporate media platforms.
This catalog is a living document. If you know of exploitative apps or community alternatives not listed here, please contribute to the project.