Signals lens

CI/CD signals

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

How AI assistants, crawlers, and humans are discovering products built for the CI/CD use case on PeerPush. Updated daily.

Browse all CI/CD products

Search demand

How often on-site searches surfaced CI/CD products in the top results.

50+ people's searches surfaced CI/CD products this week

+28%in distinct searchers vs last week

Switcher pressure

How much alternative-shopping demand is flowing toward what CI/CD 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 CI/CD products - which audiences this space serves most.

Pricing mix

How CI/CD products are priced. Helps buyers know what to expect.

Freemium45%
Subscription25%
Free22.5%
Paid5%
One-time2.5%

Platform availability

Where CI/CD products are available - Web, Mobile, CLI, MCP, etc.

Market concentration

How concentrated discovery attention is across CI/CD products. Last 7 days.

31 / 100

competitive

FragmentedConsolidated

CI/CD is competitive - attention is shared across a broad field with a few pulling ahead.

Herfindahl index: 113.8 / 10,000

AI engines discovering CI/CD

Top 5

The AI engines most active on CI/CD products, led by Meta AI. Last 7 days.

Meta AI
74.5% share
ByteDance
10.4% share
Claude
8.9% share
Perplexity
3.6% share
Parallel Crawler
2.6% share

Device mix

How CI/CD gets discovered: desktop vs mobile. Last 7 days.

Desktop95.3%
Laptops and desktops
Mobile4.7%
Phones and tablets

Rising categories

Top 1

The categories gaining AI attention among CI/CD products this week.

Automation & Workflow
46.7% of 7-day AI traffic+24%

Rising audiences

Top 3

The audiences gaining AI attention among CI/CD 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 CI/CD 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 CI/CD; visitor-derived numbers are published only when distinct-visitor counts clear the k-anonymity floor.

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

Yes. The CI/CD 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.