System Administrators signals

Name: System Administrators signals
Creator: PeerPush
License: https://peerpush.com/terms

Search demand

How often on-site searches surfaced System Administrators products in the top results.

10+ people's searches surfaced System Administrators products this week

New-entrant attention

How much discovery attention fresh launches are winning in System Administrators. Last 7 days.

17.4% of System Administrators discovery attention goes to newcomers

Fresh launches make up 1.6% of the products winning discovery attention in the last 7 days.

Switcher pressure

How much alternative-shopping demand is flowing toward what System Administrators products challenge. Last 7 days.

Moderate

A steady stream of people are weighing the incumbents this space goes up against.

What this is for

The use-case mix across System Administrators products - what this space is built to do.

Active conversation in this space

Distinct people reviewing and discussing System Administrators products. Last 7 days.

people actively reviewing and discussing

Pricing mix

How System Administrators products are priced. Helps buyers know what to expect.

Freemium30%
Subscription30%
Free26.7%
Paid10%
One-time3.3%

Platform availability

Where System Administrators products are available - Web, Mobile, CLI, MCP, etc.

Market concentration

How concentrated discovery attention is across System Administrators products. Last 7 days.

61 / 100

consolidated

FragmentedConsolidated

System Administrators is consolidated - a few products command most of the attention.

Herfindahl index: 427.7 / 10,000

Device mix

How System Administrators gets discovered: desktop vs mobile. Last 7 days.

Desktop91.9%
Laptops and desktops
Mobile8.1%
Phones and tablets

Rising categories

Top 1

The categories gaining AI attention among System Administrators products this week.

Developer Tools
73.7% of 7-day AI traffic+30%

Explore signals by lens

Slice AI activity by what products do, who they serve, where they run, and which AI is surfacing them.

Use cases

What people keep asking AI to find products for.

Browse all use cases

Audiences

Who the most-surfaced products are built for.

Browse all audiences

Platforms

Where products ship - web, mobile, CLI, MCP.

Frequently asked questions

It shows how AI assistants, crawlers, and humans are discovering products in System Administrators on PeerPush, including rising challengers and which AI engines are most active in this space.

Momentum is measured by week-over-week growth in detail views, clicks, AI agent results, and new product launches for products in System Administrators; visitor-derived numbers are published only when distinct-visitor counts clear the k-anonymity floor.

The System Administrators signals refresh on a rolling schedule, with short windows recomputed every few minutes and longer windows on slower cycles.

Yes. The System Administrators signals are free to view on the public tier, with deeper history and detail available on Pro.