Signals lens

Job seekers signals

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

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

Browse all Job seekers products

Search demand

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

50+ people's searches surfaced Job seekers products this week

New-entrant attention

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

6.4% of Job seekers discovery attention goes to newcomers

Fresh launches make up 3.4% of the products winning discovery attention in the last 7 days.

New-entrant momentum

Whether fresh products are joining Job seekers faster than the week before.

New entrants are accelerating in Job seekers

+38%

Switcher pressure

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

Heavy+7%

Heavy alternative-shopping demand - many people are actively researching incumbents here. Demand is rising week over week.

What this is for

The use-case mix across Job seekers products - what this space is built to do.

Pricing mix

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

Freemium52.2%
Free29%
Subscription9.4%
One-time5.4%
Paid4%

Platform availability

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

Market concentration

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

22 / 100

competitive

FragmentedConsolidated

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

Herfindahl index: 38.4 / 10,000

AI engines discovering Job seekers

Top 5

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

Meta AI
66.1% share
ByteDance
13.5% share
ClaudeBot
6.9% share
ChatGPT
5% share
OpenAI Search
3.9% share

Device mix

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

Desktop94%
Laptops and desktops
Mobile6%
Phones and tablets

Rising categories

Top 3

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

Rising use cases

Top 3

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

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

Yes. The Job seekers 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.