Most dating-app advice for men is recycled YouTube tips wrapped in PUA branding. Vague claims like “10x your matches” with zero sources behind them.

The Algorithm Playbook is the opposite. A 70-page, footnote-by-footnote breakdown of what actually moves the needle on Tinder, Hinge, and Bumble — every claim sourced to peer-reviewed research, Hinge’s own data, the SwipeStats Tinder dataset (294M swipes), and the Yasseri Oxford analysis of 2 million conversations.

You can check every footnote. We dare you to.

Inside:

— 70 pages, 10 chapters, 30 opener templates, full bibliography

— Photo Audit Workbook: grade your 6 photos against the data tonight

— Hinge prompt strategy: 47% better than photos per Hinge’s own data

— Tinder selectivity: the top 10% of selective swipers match 3× more

— Bumble 24-hour mechanics most men miss

— The 7-Day Algorithm Reset for stalled accounts

— The F-List: 12 dating myths debunked with primary sources

Evidence: Bruch & Newman 2018; Oxford 2016 (2M messages); Tilburg 2021 (1,252 photos); SwipeStats; Photofeeler; Hinge & Tinder press.

For: men 25–40 who treat dating apps like every system they care about — worth understanding.

NOT for: anyone hunting “alpha mindset” content or manipulation tactics.

Refund: 30 days, no questions.

Format: instant PDF (1.2 MB, 70+ pages).

— Moka · Dossier № 1