Signals lens
Data Analysis signals
How AI assistants, crawlers, and humans are discovering products built for the Data Analysis 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 Data Analysis use case on PeerPush. Last 7 days.
Data fresh as of
The AI engines most active on Data Analysis products, led by ChatGPT. Last 7 days.
How much alternative-shopping demand is flowing toward what Data Analysis 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 Analysis. Last 30 days.
6.7% of Data Analysis discovery attention goes to newcomers
30 products that launched in the last 30 days, out of 1,720 with discovery attention.
Fresh products that joined Data Analysis this week.
36 new products entered Data Analysis this week
Distinct people reviewing and discussing Data Analysis products. Last 7 days.
31
people actively reviewing and discussing
+24%The audience mix across Data Analysis products - which audiences this space serves most.
How Data Analysis gets discovered: desktop vs mobile. Last 7 days.
Laptops and desktops
Phones and tablets
How Data Analysis products are priced. Helps buyers know what to expect.
Where Data Analysis 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.
How often on-site searches surfaced Data Analysis products in the top results.
250+× real searches surfaced Data Analysis this week
How concentrated discovery attention is across Data Analysis products. Last 30 days.
21 / 100
competitiveData Analysis is competitive - attention is shared across a broad field with a few pulling ahead.