Signals lens

Cloud Infrastructure signals

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

How AI assistants, crawlers, and humans are discovering products in the Cloud Infrastructure category on PeerPush. Updated daily.

Browse all Cloud Infrastructure products

Search demand

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

10+ people's searches surfaced Cloud Infrastructure products this week

New-entrant attention

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

15.9% of Cloud Infrastructure discovery attention goes to newcomers

Fresh launches make up 6.7% of the products winning discovery attention in the last 7 days.

New-entrant momentum

Whether fresh products are joining Cloud Infrastructure faster than the week before.

New entrants are accelerating in Cloud Infrastructure

+33%

Switcher pressure

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

Moderate

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

Who this serves

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

Pricing mix

How Cloud Infrastructure products are priced. Helps buyers know what to expect.

Freemium32.7%
Subscription26.5%
Paid22.4%
Free12.2%
One-time6.1%

Platform availability

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

Market concentration

How concentrated discovery attention is across Cloud Infrastructure products. Last 7 days.

50 / 100

consolidating

FragmentedConsolidated

Cloud Infrastructure is consolidating - a handful of products are capturing a growing slice of attention.

Herfindahl index: 263.9 / 10,000

AI engines discovering Cloud Infrastructure

Top 5

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

Meta AI
80.7% share
Parallel Crawler
4.5% share
Perplexity
4.5% share
Claude
4% share
ByteDance
3.4% share

Device mix

How Cloud Infrastructure gets discovered: desktop vs mobile. Last 7 days.

Desktop96.1%
Laptops and desktops
Mobile3.9%
Phones and tablets

Rising use cases

Top 3

The use cases gaining AI attention among Cloud Infrastructure products this week.

Rising audiences

Top 3

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

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

Yes. The Cloud Infrastructure 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.

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