Exam Preparation signals

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

Search demand

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

5+ people's searches surfaced Exam Preparation products this week

New-entrant attention

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

58% of Exam Preparation discovery attention goes to newcomers

Fresh launches make up 41.2% of the products winning discovery attention in the last 7 days.

New-entrant momentum

Whether fresh products are joining Exam Preparation faster than the week before.

New entrants are accelerating in Exam Preparation

+133%

Switcher pressure

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

Heavy

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

Who this serves

The audience mix across Exam Preparation products - which audiences this space serves most.

Pricing mix

How Exam Preparation products are priced. Helps buyers know what to expect.

Freemium81.3%
Free12.5%
Paid6.3%

Platform availability

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

Market concentration

How concentrated discovery attention is across Exam Preparation products. Last 7 days.

52 / 100

consolidating

FragmentedConsolidated

Exam Preparation is consolidating - a handful of products are capturing a growing slice of attention.

Herfindahl index: 705.7 / 10,000

AI engines discovering Exam Preparation

Top 3

The AI engines most active on Exam Preparation products, led by Meta AI. Last 7 days.

Meta AI
38.9% share
ByteDance
33.3% share
Perplexity
27.8% share

Device mix

How Exam Preparation gets discovered: desktop vs mobile. Last 7 days.

Desktop90.7%
Laptops and desktops
Mobile9.3%
Phones and tablets

Rising audiences

Top 1

The audiences gaining AI attention among Exam Preparation products this week.

Students
87% of 7-day AI traffic+10%

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 Exam Preparation 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 Exam Preparation; visitor-derived numbers are published only when distinct-visitor counts clear the k-anonymity floor.

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

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