Signals lens

Cloud Development signals

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

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

Browse all Cloud Development products

Search demand

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

5+ people's searches surfaced Cloud Development products this week

Switcher pressure

How much alternative-shopping demand is flowing toward what Cloud Development 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 Cloud Development products - which audiences this space serves most.

Pricing mix

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

Freemium31.8%
Subscription22.7%
Free18.2%
One-time13.6%
Paid13.6%

Platform availability

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

Market concentration

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

54 / 100

consolidating

FragmentedConsolidated

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

Herfindahl index: 586.5 / 10,000

AI engines discovering Cloud Development

Top 4

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

Meta AI
84.2% share
Perplexity
5.8% share
OpenAI Search
5% share
ByteDance
5% share

Device mix

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

Desktop65.7%
Laptops and desktops
Mobile34.3%
Phones and tablets

Surface mix

Cloud Development traffic by channel - web, MCP, API, RSS. Last 7 days.

Web83.5%
Direct browsing + search
MCP16.5%
Model Context Protocol calls

Rising categories

Top 1

The categories gaining AI attention among Cloud Development products this week.

Developer Tools
77.5% of 7-day AI traffic+7%

Rising audiences

Top 2

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

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

Yes. The Cloud Development 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.