Signals lens
Data & Infrastructure signals
How AI assistants, crawlers, and humans are discovering products in the Data & Infrastructure category on PeerPush. Last 7 days.
Frequently asked questions
Data fresh as of
Signals lens
How AI assistants, crawlers, and humans are discovering products in the Data & Infrastructure category on PeerPush. Last 7 days.
Data fresh as of
The AI engines most active on Data & Infrastructure products, led by ChatGPT. Last 7 days.
How often on-site searches surfaced Data & Infrastructure products in the top results.
100+× real searches surfaced Data & Infrastructure this week
How much alternative-shopping demand is flowing toward what Data & Infrastructure products challenge. Last 7 days.
A surge of switching intent - this is one of the most alternative-shopped spaces right now. Demand is rising week over week.
How much discovery attention fresh launches are winning in Data & Infrastructure. Last 30 days.
17.5% of Data & Infrastructure discovery attention goes to newcomers
18 products that launched in the last 30 days, out of 322 with discovery attention.
Fresh products that joined Data & Infrastructure this week.
20 new products entered Data & Infrastructure this week
Distinct people reviewing and discussing Data & Infrastructure products. Last 7 days.
12
people actively reviewing and discussing
The audience mix across Data & Infrastructure products - which audiences this space serves most.
How concentrated discovery attention is across Data & Infrastructure products. Last 30 days.
32 / 100
competitiveData & Infrastructure is competitive - attention is shared across a broad field with a few pulling ahead.
How Data & Infrastructure gets discovered: desktop vs mobile. Last 7 days.
Laptops and desktops
Phones and tablets
How Data & Infrastructure products are priced. Helps buyers know what to expect.
Where Data & Infrastructure 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.