Signals lens
System Administrators signals
How AI assistants, crawlers, and humans are discovering products built for System Administrators on PeerPush. Updated daily.
Signals lens
How AI assistants, crawlers, and humans are discovering products built for System Administrators on PeerPush. Updated daily.
How much discovery attention fresh launches are winning in System Administrators. Last 7 days.
8.1% of System Administrators discovery attention goes to newcomers
Fresh launches make up 5.2% of the products winning discovery attention in the last 7 days.
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.
Jump into the catalog by what products do, who they serve, and where they run.
The AI engines most active on System Administrators products, led by Meta AI. Last 7 days.
The categories gaining AI attention among System Administrators products this week.
How concentrated discovery attention is across System Administrators products. Last 7 days.
47 / 100
consolidatingSystem Administrators is consolidating - a handful of products are capturing a growing slice of attention.
The use cases gaining AI attention among System Administrators products this week.
How often on-site searches surfaced System Administrators products in the top results.
25+ people's searches surfaced System Administrators products this week
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.
How System Administrators gets discovered: desktop vs mobile. Last 7 days.
Laptops and desktops
Phones and tablets
Whether fresh products are joining System Administrators faster than the week before.
New entrants are accelerating in System Administrators
+33%