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.
Slice AI activity by what products do, who they serve, where they run, and which AI is surfacing them.
How Data Analysis products are priced. Helps buyers know what to expect.
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.
The audience mix across Data Analysis products - which audiences this space serves most.
How often on-site searches surfaced Data Analysis products in the top results.
250+ people's searches surfaced Data Analysis products this week
Where Data Analysis products are available - Web, Mobile, CLI, MCP, etc.
Distinct people reviewing and discussing Data Analysis products. Last 7 days.
27
people actively reviewing and discussing
The AI engines most active on Data Analysis products, led by ChatGPT. Last 7 days.
How much discovery attention fresh launches are winning in Data Analysis. Last 7 days.
2.4% of Data Analysis discovery attention goes to newcomers
Fresh launches make up 1% of the products winning discovery attention in the last 7 days.
How concentrated discovery attention is across Data Analysis products. Last 7 days.
6 / 100
highly fragmentedAttention in Data Analysis is spread thin across many products - no clear leader.
How Data Analysis gets discovered: desktop vs mobile. Last 7 days.
Laptops and desktops
Phones and tablets
The categories gaining AI attention among Data Analysis products this week.
The audiences gaining AI attention among Data Analysis products this week.