Research & Data

Research & Data

ChasteGPT maintains the largest structured dataset of community chastity device experience — 19,000+ verified reviews and firsthand accounts. We publish original research from it, with methodology, validation audits, and downloadable data.

Published research

Common Chastity Cage Sizes

Median base ring 45 mm and median cage length 60 mm across 1,097 self-reported fits.

n = 1,097 · Updated September 2026

In progress

For journalists & researchers

Working on a story or study? We'll cut the data any way that serves it, walk you through methodology, or provide comment. Every dataset we publish ships with its validation audit and limitations stated. Contact: info@chastegpt.com.