Signals lens

Content Distribution signals

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

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

Browse all Content Distribution products

Search demand

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

10+ people's searches surfaced Content Distribution products this week

New-entrant attention

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

26.8% of Content Distribution discovery attention goes to newcomers

Fresh launches make up 9.3% of the products winning discovery attention in the last 7 days.

New-entrant momentum

Whether fresh products are joining Content Distribution faster than the week before.

New entrants are accelerating in Content Distribution

+100%

Switcher pressure

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

Heavy

Heavy alternative-shopping demand - many people are actively researching incumbents here.

Who this serves

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

Active conversation in this space

Distinct people reviewing and discussing Content Distribution products. Last 7 days.

people actively reviewing and discussing

Pricing mix

How Content Distribution products are priced. Helps buyers know what to expect.

Subscription34.1%
Free27.3%
Freemium25%
Paid9.1%
One-time4.5%

Platform availability

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

Market concentration

How concentrated discovery attention is across Content Distribution products. Last 7 days.

62 / 100

consolidated

FragmentedConsolidated

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

Herfindahl index: 523.7 / 10,000

AI engines discovering Content Distribution

Top 4

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

Meta AI
82.6% share
Parallel Crawler
6.8% share
Perplexity
6.1% share
ByteDance
4.5% share

Device mix

How Content Distribution gets discovered: desktop vs mobile. Last 7 days.

Desktop85%
Laptops and desktops
Mobile15%
Phones and tablets

Surface mix

Content Distribution traffic by channel - web, MCP, API, RSS. Last 7 days.

Web85.5%
Direct browsing + search
MCP14.5%
Model Context Protocol calls

Rising categories

Top 3

The categories gaining AI attention among Content Distribution products this week.

Rising audiences

Top 3

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

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

Yes. The Content Distribution 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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