What is Swipe Queue?
In mani, the interface for reviewing generated ads. Swipe right to approve, left to reject. The queue learns from your decisions and biases future generations toward your preferences.
In mani: The swipe queue is designed for speed: 3-5 seconds per decision, 15 minutes for a full morning review.
The swipe interface
The swipe queue presents generated ads one at a time in a card interface. Swipe right (or tap the checkmark) to approve. Swipe left (or tap the X) to reject. Each decision takes 3-5 seconds. The interface is designed for speed: you are not editing or analyzing, you are making a gut-level brand fit decision. "Does this look and sound like my brand?" Yes: approve. No: reject. Detailed editing happens after the queue review in Campaign Studio.
How the queue learns
Every swipe is a training signal. The system tracks which creative styles, hooks, color treatments, and copy patterns you approve vs. reject. After 50+ decisions, the queue starts biasing toward your preferences. After 200+ decisions, approval rates typically rise from 30-40% to 60-70%. The learning is specific to your brand: it does not learn "what ads are good" in general, it learns "what ads fit YOUR brand and YOUR taste."
Queue review best practices
Review the full queue in one sitting (15 minutes maximum). Do not overthink individual ads. Trust your first reaction. If you are spending more than 5 seconds on a decision, skip it and come back. Review daily at the same time to build the habit. The queue works best when it is a morning routine, not an occasional task. Consistency in reviewing teaches the system faster and keeps your ad pipeline full.