Signals lens
Feedback Collection signals
How AI assistants, crawlers, and humans are discovering products built for the Feedback Collection use case on PeerPush. Last 7 days.
Frequently asked questions
Data fresh as of
Signals lens
How AI assistants, crawlers, and humans are discovering products built for the Feedback Collection use case on PeerPush. Last 7 days.
Data fresh as of
How often on-site searches surfaced Feedback Collection products in the top results.
50+× real searches surfaced Feedback Collection this week
How much discovery attention fresh launches are winning in Feedback Collection. Last 7 days.
6.8% of Feedback Collection discovery attention goes to newcomers
Fresh launches make up 1.9% of the products winning discovery attention in the last 7 days.
How much alternative-shopping demand is flowing toward what Feedback Collection products challenge. Last 7 days.
Heavy alternative-shopping demand - many people are actively researching incumbents here.
The audience mix across Feedback Collection products - which audiences this space serves most.
Distinct people reviewing and discussing Feedback Collection products. Last 7 days.
13
people actively reviewing and discussing
+63%How Feedback Collection products are priced. Helps buyers know what to expect.
Where Feedback Collection products are available - Web, Mobile, CLI, MCP, etc.
The AI engines most active on Feedback Collection products, led by Meta AI. Last 7 days.
How Feedback Collection gets discovered: desktop vs mobile. Last 7 days.
Laptops and desktops
Phones and tablets
Slice AI activity by what products do, who they serve, where they run, and which AI is surfacing them.
How concentrated discovery attention is across Feedback Collection products. Last 7 days.
22 / 100
competitiveFeedback Collection is competitive - attention is shared across a broad field with a few pulling ahead.
The categories gaining AI attention fastest among Feedback Collection products this week.
The audiences gaining AI attention fastest among Feedback Collection products this week.