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
The AI engines most active on Feedback Collection products, led by Meta AI. Last 7 days.
How often on-site searches surfaced Feedback Collection products in the top results.
100+× real searches surfaced Feedback Collection this week
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. Demand is rising week over week.
How much discovery attention fresh launches are winning in Feedback Collection. Last 30 days.
8.4% of Feedback Collection discovery attention goes to newcomers
13 products that launched in the last 30 days, out of 520 with discovery attention.
Fresh products that joined Feedback Collection this week.
14 new products entered Feedback Collection this week
Distinct people reviewing and discussing Feedback Collection products. Last 7 days.
8
people actively reviewing and discussing
The audience mix across Feedback Collection products - which audiences this space serves most.
How concentrated discovery attention is across Feedback Collection products. Last 30 days.
26 / 100
competitiveFeedback Collection is competitive - attention is shared across a broad field with a few pulling ahead.
How Feedback Collection gets discovered: desktop vs mobile. Last 7 days.
Laptops and desktops
Phones and tablets
How Feedback Collection products are priced. Helps buyers know what to expect.
Where Feedback Collection products are available - Web, mobile, CLI, MCP, etc.
Slice AI activity by what products do, who they serve, where they run, and which AI is surfacing them.