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 1,152 self-reported fits.
Chastity Interest Over Time
Chastity Mansion: annual thread volume up 1061% (2009: 239 → 2025: 2,775). October is flat at 1.05× a typical month — no strong Locktober spike. Peak so far September 2025 (329).
In progress
- In progressFull-corpus review analysis (19,000+ reviews)
- In progressLocktober 2026 by the numbers (November)
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.