Signals lens
Vibe Engineers signals
How AI assistants, crawlers, and humans are discovering products built for Vibe Engineers on PeerPush. Updated daily.
Rising categories
Rising use cases
Frequently asked questions
It shows how AI assistants, crawlers, and humans are discovering products in Vibe Engineers on PeerPush, including rising challengers and which AI engines are most active in this space.
Momentum is measured by week-over-week growth in detail views, clicks, AI agent results, and new product launches for products in Vibe Engineers; visitor-derived numbers are published only when distinct-visitor counts clear the k-anonymity floor.
The Vibe Engineers signals refresh on a rolling schedule, with short windows recomputed every few minutes and longer windows on slower cycles.
Yes. The Vibe Engineers signals are free to view on the public tier, with deeper history and detail available on Pro.