Signals lens

Job Hunters signals

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

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

Browse all Job Hunters products

Search demand

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

10+ people's searches surfaced Job Hunters products this week

Switcher pressure

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

Heavy

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

Who this serves

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

Pricing mix

How Job Hunters products are priced. Helps buyers know what to expect.

Freemium49.3%
Free33.3%
Subscription9.3%
One-time6.7%
Paid1.3%

Platform availability

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

Market concentration

How concentrated discovery attention is across Job Hunters products. Last 7 days.

45 / 100

consolidating

FragmentedConsolidated

Job Hunters is consolidating - a handful of products are capturing a growing slice of attention.

Herfindahl index: 186.9 / 10,000

AI engines discovering Job Hunters

Top 5

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

Meta AI
72.8% share
ByteDance
8.8% share
OpenAI Search
7.4% share
Perplexity
5.9% share

Device mix

How Job Hunters gets discovered: desktop vs mobile. Last 7 days.

Desktop95.7%
Laptops and desktops
Mobile4.3%
Phones and tablets

Surface mix

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

Web78.2%
Direct browsing + search
MCP21.8%
Model Context Protocol calls

Rising categories

Top 3

The categories gaining AI attention among Job Hunters products this week.

Rising audiences

Top 2

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

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

Yes. The Job Hunters 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.