Signals lens
System Administrators signals
How AI assistants, crawlers, and humans are discovering products built for System Administrators 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 System Administrators on PeerPush. Last 7 days.
Data fresh as of
How often on-site searches surfaced System Administrators products in the top results.
10+× real searches surfaced System Administrators this week
How much discovery attention fresh launches are winning in System Administrators. Last 7 days.
49.5% of System Administrators discovery attention goes to newcomers
Fresh launches make up 19.5% of the products winning discovery attention in the last 7 days.
Whether fresh products are joining System Administrators faster than the week before.
New entrants are accelerating in System Administrators
+33%How much alternative-shopping demand is flowing toward what System Administrators products challenge. Last 7 days.
A steady stream of people are weighing the incumbents this space goes up against. Demand is rising week over week.
The use-case mix across System Administrators products - what this space is built to do.
How System Administrators products are priced. Helps buyers know what to expect.
Where System Administrators products are available - Web, Mobile, CLI, MCP, etc.
How concentrated discovery attention is across System Administrators products. Last 7 days.
61 / 100
consolidatedSystem Administrators is consolidated - a few products command most of the attention.
The AI engines most active on System Administrators products, led by Meta AI. Last 7 days.
How System Administrators gets discovered: desktop vs mobile. Last 7 days.
Laptops and desktops
Phones and tablets
The categories gaining AI attention fastest among System Administrators products this week.
The use cases gaining AI attention fastest among System Administrators products this week.
Slice AI activity by what products do, who they serve, where they run, and which AI is surfacing them.