Signals lens

Job search signals

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

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

Browse all Job search products

Search demand

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

25+ people's searches surfaced Job search products this week

New-entrant attention

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

12% of Job search discovery attention goes to newcomers

Fresh launches make up 3.5% of the products winning discovery attention in the last 7 days.

New-entrant momentum

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

New entrants are accelerating in Job search

+25%

Switcher pressure

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

Moderate

A steady stream of people are weighing the incumbents this space goes up against.

Who this serves

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

Active conversation in this space

Distinct people reviewing and discussing Job search products. Last 7 days.

people actively reviewing and discussing

Pricing mix

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

Freemium51.4%
Free30.8%
Subscription9.9%
One-time4.3%
Paid3.6%

Platform availability

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

Market concentration

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

37 / 100

consolidating

FragmentedConsolidated

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

Herfindahl index: 64.3 / 10,000

AI engines discovering Job search

Top 5

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

Meta AI
62.2% share
Claude
15% share
ByteDance
11.2% share
OpenAI Search
3.2% share
Perplexity
2.3% share

Device mix

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

Desktop85.5%
Laptops and desktops
Mobile14.5%
Phones and tablets

Rising categories

Top 3

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

Rising audiences

Top 3

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

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

Yes. The Job search 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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