Signals lens

Security Scanning signals

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

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

Browse all Security Scanning products

Search demand

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

10+ people's searches surfaced Security Scanning products this week

New-entrant attention

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

53.9% of Security Scanning discovery attention goes to newcomers

Fresh launches make up 28.2% of the products winning discovery attention in the last 7 days.

New-entrant momentum

Whether fresh products are joining Security Scanning faster than the week before.

New entrants are accelerating in Security Scanning

4×

Switcher pressure

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

Moderate+25%

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 Security Scanning products - which audiences this space serves most.

Pricing mix

How Security Scanning products are priced. Helps buyers know what to expect.

Freemium43.2%
Free27%
Subscription16.2%
Paid10.8%
One-time2.7%

Platform availability

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

Market concentration

How concentrated discovery attention is across Security Scanning products. Last 7 days.

55 / 100

consolidating

FragmentedConsolidated

Security Scanning is consolidating - a handful of products are capturing a growing slice of attention.

Herfindahl index: 413.2 / 10,000

AI engines discovering Security Scanning

Top 3

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

Meta AI
75.3% share
OpenAI Search
14.8% share
ByteDance
9.9% share

Device mix

How Security Scanning gets discovered: desktop vs mobile. Last 7 days.

Desktop96%
Laptops and desktops
Mobile4%
Phones and tablets

Rising categories

Top 1

The categories gaining AI attention among Security Scanning products this week.

Cybersecurity & Privacy
78.2% of 7-day AI traffic+10%

Explore the whole marketEvery category, audience, platform, and AI engine on one page.

Explore signals by lens

Slice AI activity by what products do, who they serve, where they run, and which AI is surfacing them.

Use cases

What people keep asking AI to find products for.

Browse all use cases

Audiences

Who the most-surfaced products are built for.

Browse all audiences

Platforms

Where products ship - web, mobile, CLI, MCP.

Frequently asked questions

It shows how AI assistants, crawlers, and humans are discovering products in Security Scanning 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 Security Scanning; visitor-derived numbers are published only when distinct-visitor counts clear the k-anonymity floor.

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

Yes. The Security Scanning 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.