DevOps signals

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

Search demand

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

10+ people's searches surfaced DevOps products this week

New-entrant attention

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

40.9% of DevOps discovery attention goes to newcomers

Fresh launches make up 12.1% of the products winning discovery attention in the last 7 days.

Switcher pressure

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

Light

A trickle of alternative-shopping demand flows toward what this space challenges.

Who this serves

The audience mix across DevOps products - which audiences this space serves most.

Pricing mix

How DevOps products are priced. Helps buyers know what to expect.

Freemium43.3%
Subscription26.7%
Free23.3%
Paid6.7%

Platform availability

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

Market concentration

How concentrated discovery attention is across DevOps products. Last 7 days.

71 / 100

consolidated

FragmentedConsolidated

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

Herfindahl index: 974.1 / 10,000

AI engines discovering DevOps

Top 4

The AI engines most active on DevOps products, led by Meta AI. Last 7 days.

Meta AI
40.8% share
OpenAI GPTBot
35.2% share
OpenAI Search
14.1% share
ByteDance
9.9% share

Device mix

How DevOps gets discovered: desktop vs mobile. Last 7 days.

Desktop87.5%
Laptops and desktops
Mobile12.5%
Phones and tablets

Rising audiences

Top 1

The audiences gaining AI attention among DevOps products this week.

Developers
59.3% of 7-day AI traffic+12%

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 DevOps 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 DevOps; visitor-derived numbers are published only when distinct-visitor counts clear the k-anonymity floor.

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

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