Signals lens

College Students signals

Name: College Students signals
Creator: PeerPush
License: https://peerpush.com/terms

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

Browse all College Students products

Search demand

How often on-site searches surfaced College Students products in the top results.

25+ people's searches surfaced College Students products this week

+23%in distinct searchers vs last week

New-entrant attention

How much discovery attention fresh launches are winning in College Students. Last 7 days.

17.9% of College Students discovery attention goes to newcomers

Fresh launches make up 8% of the products winning discovery attention in the last 7 days.

New-entrant momentum

Whether fresh products are joining College Students faster than the week before.

New entrants are accelerating in College Students

+17%

Switcher pressure

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

Heavy+3%

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 College Students products - what this space is built to do.

Pricing mix

How College Students products are priced. Helps buyers know what to expect.

Freemium50%
Free37.2%
Subscription10.5%
One-time2.3%

Platform availability

Where College Students products are available - Web, Mobile, CLI, MCP, etc.

Market concentration

How concentrated discovery attention is across College Students products. Last 7 days.

44 / 100

consolidating

FragmentedConsolidated

College Students is consolidating - a handful of products are capturing a growing slice of attention.

Herfindahl index: 168.4 / 10,000

AI engines discovering College Students

Top 5

The AI engines most active on College Students products, led by Meta AI. Last 7 days.

Meta AI
48% share
ChatGPT
22% share
ByteDance
9.8% share
ClaudeBot
9.1% share
OpenAI Search
5.9% share

Device mix

How College Students gets discovered: desktop vs mobile. Last 7 days.

Desktop89.8%
Laptops and desktops
Mobile10.2%
Phones and tablets

Rising categories

Top 2

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

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

Yes. The College Students 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.