Signals lens

IT Professionals signals

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

How AI assistants, crawlers, and humans are discovering products built for IT Professionals on PeerPush. Updated daily.

Browse all IT Professionals products

Search demand

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

10+ people's searches surfaced IT Professionals products this week

New-entrant attention

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

34.4% of IT Professionals discovery attention goes to newcomers

Fresh launches make up 27.8% of the products winning discovery attention in the last 7 days.

Switcher pressure

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

Light

A trickle of alternative-shopping demand flows toward what this space challenges.

What this is for

The use-case mix across IT Professionals products - what this space is built to do.

Pricing mix

How IT Professionals products are priced. Helps buyers know what to expect.

Freemium50%
One-time22.2%
Subscription22.2%
Free5.6%

Platform availability

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

Market concentration

How concentrated discovery attention is across IT Professionals products. Last 7 days.

48 / 100

consolidating

FragmentedConsolidated

IT Professionals is consolidating - a handful of products are capturing a growing slice of attention.

Herfindahl index: 634.8 / 10,000

AI engines discovering IT Professionals

Top 5

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

Meta AI
71.1% share
Perplexity
8.2% share
OpenAI Search
8.2% share
ByteDance
6.2% share
TikTok
6.2% share

Device mix

How IT Professionals gets discovered: desktop vs mobile. Last 7 days.

Desktop85.1%
Laptops and desktops
Mobile14.9%
Phones and tablets

Rising categories

Top 2

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

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

Yes. The IT Professionals 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.