Signals lens

DevOps Engineers signals

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

How AI assistants, crawlers, and humans are discovering products built for DevOps Engineers on PeerPush. Updated daily.

Browse all DevOps Engineers products

Search demand

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

100+ people's searches surfaced DevOps Engineers products this week

New-entrant attention

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

4.7% of DevOps Engineers discovery attention goes to newcomers

Fresh launches make up 1.3% of the products winning discovery attention in the last 7 days.

New-entrant momentum

Whether fresh products are joining DevOps Engineers faster than the week before.

New entrants are accelerating in DevOps Engineers

+100%

Switcher pressure

How much alternative-shopping demand is flowing toward what DevOps Engineers 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 DevOps Engineers products - what this space is built to do.

Pricing mix

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

Freemium40.1%
Free27.8%
Subscription22.8%
Paid5.6%
One-time3.7%

Platform availability

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

Market concentration

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

20 / 100

competitive

FragmentedConsolidated

DevOps Engineers is competitive - attention is shared across a broad field with a few pulling ahead.

Herfindahl index: 27.8 / 10,000

AI engines discovering DevOps Engineers

Top 5

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

Meta AI
61% share
ByteDance
14.9% share
TikTok
6.3% share
OpenAI Search
5% share
ChatGPT
5% share

Device mix

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

Desktop95.6%
Laptops and desktops
Mobile4.4%
Phones and tablets

Rising categories

Top 3

The categories gaining AI attention among DevOps Engineers products this week.

Rising use cases

Top 3

The use cases gaining AI attention among DevOps Engineers products this week.

Explore the whole marketEvery category, audience, platform, and AI engine on one page.

Explore the catalog by lens

Jump into the catalog by what products do, who they serve, and where they run.

Use cases

Browse the products behind the use cases AI is asked about most.

Browse all use cases

Audiences

Browse the products built for the audiences AI surfaces most.

Browse all audiences

Platforms

Browse products by where they run: web, mobile, CLI, MCP.

Frequently asked questions

It shows how AI assistants, crawlers, and humans are discovering products in DevOps Engineers 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 Engineers; visitor-derived numbers are published only when distinct-visitor counts clear the k-anonymity floor.

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

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

How we count AI traffic

What “AI Surface Area” combines, how we treat redaction, and why we don't show absolute counts until volume crosses a floor.

Outrank board

1
CiteGraph Get your product mentioned and cited by AI assistants
381,524 impressions since Sep 3
2
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3
VisualLift.ai -Ai Ecommerce creative hub Generate Photos, Videos, UGC, Ads, Emails, track competitors and more.

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