January 18, 2026•Blog
2024 Breakdown of Coffee Meets Bagel's Matching Algorithm
Learn how to hack the 2024 Coffee Meets Bagel algorithm to increase your visibility and matches.
Understanding CMB's algorithm gives you an edge. Here's the 2024 guide to how it works and how to optimize your profile accordingly.
#1Core Algorithm Factors
CMB prioritizes: 1) Match alignment with your preferences, 2) Recent engagement with your profile, and 3) Consistency between your activity and profile updates.
#2Behavioral Signals
Swipe behavior matters: Left swipes reduce visibility, while replies to messages boost algorithmic favorability. The app rewards users who maintain balanced activity.
#3Key Takeaways
- Maintain at least 3-5 daily swipes to stay active
- Update bio/photography every 45-60 days
- Respond to 20%-30% of messages for optimal engagement
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