Graduates signals

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

Search demand

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

25+ people's searches surfaced Graduates products this week

New-entrant attention

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

1.2% of Graduates discovery attention goes to newcomers

Fresh launches make up 0.7% of the products winning discovery attention in the last 7 days.

Switcher pressure

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

Heavy

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

What this is for

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

Pricing mix

How Graduates products are priced. Helps buyers know what to expect.

Freemium60.1%
Free25.4%
Subscription8.7%
One-time2.9%
Paid2.9%

Platform availability

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

Market concentration

How concentrated discovery attention is across Graduates products. Last 7 days.

34 / 100

competitive

FragmentedConsolidated

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

Herfindahl index: 92.1 / 10,000

AI engines discovering Graduates

Top 4

The AI engines most active on Graduates products, led by ByteDance. Last 7 days.

ByteDance
51.1% share
OpenAI Search
22.2% share
ChatGPT
15.6% share
Meta AI
11.1% share

Device mix

How Graduates gets discovered: desktop vs mobile. Last 7 days.

Desktop94.4%
Laptops and desktops
Mobile5.6%
Phones and tablets

Rising categories

Top 2

The categories gaining AI attention among Graduates products this week.

Rising use cases

Top 1

The use cases gaining AI attention among Graduates products this week.

CV Tailoring
21% of 7-day AI traffic+52%

Explore signals by lens

Slice AI activity by what products do, who they serve, where they run, and which AI is surfacing them.

Use cases

What people keep asking AI to find products for.

Browse all use cases

Audiences

Who the most-surfaced products are built for.

Browse all audiences

Platforms

Where products ship - web, mobile, CLI, MCP.

Frequently asked questions

It shows how AI assistants, crawlers, and humans are discovering products in Graduates 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 Graduates; visitor-derived numbers are published only when distinct-visitor counts clear the k-anonymity floor.

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

Yes. The Graduates signals are free to view on the public tier, with deeper history and detail available on Pro.