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
How often on-site searches surfaced Data Analysis products in the top results.
250+× real searches surfaced Data Analysis this week
How much discovery attention fresh launches are winning in Data Analysis. Last 7 days.
6.4% of Data Analysis discovery attention goes to newcomers
Fresh launches make up 2.1% of the products winning discovery attention in the last 7 days.
Whether fresh products are joining Data Analysis faster than the week before.
New entrants are accelerating in Data Analysis
+32%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.
The audience mix across Data Analysis products - which audiences this space serves most.
Distinct people reviewing and discussing Data Analysis products. Last 7 days.
18
people actively reviewing and discussing
How Data Analysis products are priced. Helps buyers know what to expect.
Where Data Analysis products are available - Web, Mobile, CLI, MCP, etc.
How concentrated discovery attention is across Data Analysis products. Last 7 days.
14 / 100
highly fragmentedAttention in Data Analysis is spread thin across many products - no clear leader.
The AI engines most active on Data Analysis products, led by Meta AI. Last 7 days.
How Data Analysis gets discovered: desktop vs mobile. Last 7 days.
Laptops and desktops
Phones and tablets
The categories gaining AI attention fastest among Data Analysis products this week.
The audiences gaining AI attention fastest among Data Analysis products this week.
Slice AI activity by what products do, who they serve, where they run, and which AI is surfacing them.