The Prolific Resources Hub
Explore everything from the latest Prolific news and features to insightful articles, research, and webinars from expert guests to help you get the best from your work and our platform.

Whitepapers
How to improve your sentiment analysis with real-world data
Simon Banks

Articles
Alternatives to Scale: A buyer's guide to data annotation and evaluation solutions
Utkarsh Sinha

Cited papers
Getting AI to behave: How Prolific helped researchers align AI with public opinion
Simon Banks

Cited papers
Time after time: How Prolific helped validate an AI temporal reasoning benchmark
Simon Banks

Cited papers
Comparing data quality in online research platforms: Why Prolific outperforms the competition
Simon Banks

Cited papers
Aligning AI with human values: How Prolific supported groundbreaking research
Simon Banks

Articles
Meta, Scale, and the future of the AI data market
Dr Phelim Bradley

Articles