Signals lens
Testing & QA signals
How AI assistants, crawlers, and humans are discovering products built for the Testing & QA 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 Testing & QA use case on PeerPush. Last 7 days.
Data fresh as of
How often on-site searches surfaced Testing & QA products in the top results.
50+× real searches surfaced Testing & QA this week
How much discovery attention fresh launches are winning in Testing & QA. Last 7 days.
13.4% of Testing & QA discovery attention goes to newcomers
Fresh launches make up 2.6% of the products winning discovery attention in the last 7 days.
How much alternative-shopping demand is flowing toward what Testing & QA products challenge. Last 7 days.
Heavy alternative-shopping demand - many people are actively researching incumbents here. Demand is rising week over week.
The audience mix across Testing & QA products - which audiences this space serves most.
Distinct people reviewing and discussing Testing & QA products. Last 7 days.
26
people actively reviewing and discussing
+117%How Testing & QA products are priced. Helps buyers know what to expect.
Where Testing & QA products are available - Web, Mobile, CLI, MCP, etc.
How concentrated discovery attention is across Testing & QA products. Last 7 days.
32 / 100
competitiveTesting & QA is competitive - attention is shared across a broad field with a few pulling ahead.
The AI engines most active on Testing & QA products, led by Meta AI. Last 7 days.
How Testing & QA gets discovered: desktop vs mobile. Last 7 days.
Laptops and desktops
Phones and tablets
The categories gaining AI attention fastest among Testing & QA products this week.
The audiences gaining AI attention fastest among Testing & QA products this week.
Slice AI activity by what products do, who they serve, where they run, and which AI is surfacing them.