Signals lens

Trading signals

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

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

Browse all Trading products

Search demand

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

50+ people's searches surfaced Trading products this week

+24%in distinct searchers vs last week

New-entrant attention

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

6.7% of Trading discovery attention goes to newcomers

Fresh launches make up 2.4% of the products winning discovery attention in the last 7 days.

New-entrant momentum

Whether fresh products are joining Trading faster than the week before.

New entrants are accelerating in Trading

+67%

Switcher pressure

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

Moderate+9%

A steady stream of people are weighing the incumbents this space goes up against. Demand is rising week over week.

Who this serves

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

Pricing mix

How Trading products are priced. Helps buyers know what to expect.

Freemium38.4%
Free32.6%
Subscription20.5%
Paid7.4%
One-time1.1%

Platform availability

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

Market concentration

How concentrated discovery attention is across Trading products. Last 7 days.

35 / 100

competitive

FragmentedConsolidated

Trading is competitive - attention is shared across a broad field with a few pulling ahead.

Herfindahl index: 73.4 / 10,000

AI engines discovering Trading

Top 5

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

Meta AI
70% share
Claude
18% share
Perplexity
3.4% share
ByteDance
3.1% share
Parallel Crawler
2.9% share

Device mix

How Trading gets discovered: desktop vs mobile. Last 7 days.

Desktop96.7%
Laptops and desktops
Mobile3.3%
Phones and tablets

Surface mix

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

Web87%
Direct browsing + search
MCP13%
Model Context Protocol calls

Rising categories

Top 3

The categories gaining AI attention among Trading products this week.

Rising audiences

Top 3

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

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

Yes. The Trading 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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