Signals lens
Data Analysis signals
How AI assistants, crawlers, and humans are discovering products built for the Data Analysis use case on PeerPush. Updated daily.
Signals lens
How AI assistants, crawlers, and humans are discovering products built for the Data Analysis use case on PeerPush. Updated daily.
Jump into the catalog by what products do, who they serve, and where they run.
Where Data Analysis products are available - Web, Mobile, CLI, MCP, etc.
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.
Distinct people reviewing and discussing Data Analysis products. Last 7 days.
13
people actively reviewing and discussing
+30%The audience mix across Data Analysis products - which audiences this space serves most.
How Data Analysis products are priced. Helps buyers know what to expect.
How often on-site searches surfaced Data Analysis products in the top results.
250+ people's searches surfaced Data Analysis products this week
How much discovery attention fresh launches are winning in Data Analysis. Last 7 days.
1.2% of Data Analysis discovery attention goes to newcomers
Fresh launches make up 0.4% of the products winning discovery attention in the last 7 days.
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
How concentrated discovery attention is across Data Analysis products. Last 7 days.
47 / 100
consolidatingData Analysis is consolidating - a handful of products are capturing a growing slice of attention.
The audiences gaining AI attention among Data Analysis products this week.
The categories gaining AI attention among Data Analysis products this week.