Signals lens

News Aggregation signals

Name: News Aggregation signals
Creator: PeerPush
License: https://peerpush.com/terms

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

Browse all News Aggregation products

Search demand

How often on-site searches surfaced News Aggregation products in the top results.

5+ people's searches surfaced News Aggregation products this week

New-entrant attention

How much discovery attention fresh launches are winning in News Aggregation. Last 7 days.

29.9% of News Aggregation discovery attention goes to newcomers

Fresh launches make up 30.8% of the products winning discovery attention in the last 7 days.

New-entrant momentum

Whether fresh products are joining News Aggregation faster than the week before.

New entrants are accelerating in News Aggregation

4×

Switcher pressure

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

Pricing mix

How News Aggregation products are priced. Helps buyers know what to expect.

Free70%
Freemium20%
Subscription10%

Platform availability

Where News Aggregation products are available - Web, Mobile, CLI, MCP, etc.

Market concentration

How concentrated discovery attention is across News Aggregation products. Last 7 days.

67 / 100

consolidated

FragmentedConsolidated

News Aggregation is consolidated - a few products command most of the attention.

Herfindahl index: 1,207.9 / 10,000

AI engines discovering News Aggregation

Top 3

The AI engines most active on News Aggregation products, led by Meta AI. Last 7 days.

Meta AI
76.5% share
OpenAI Search
14.8% share
Perplexity
8.6% share

Device mix

How News Aggregation gets discovered: desktop vs mobile. Last 7 days.

Desktop68.9%
Laptops and desktops
Mobile31.1%
Phones and tablets

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 News Aggregation 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 News Aggregation; visitor-derived numbers are published only when distinct-visitor counts clear the k-anonymity floor.

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

Yes. The News Aggregation 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.