Teachers signals

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

Search demand

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

5+ people's searches surfaced Teachers products this week

New-entrant attention

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

30.3% of Teachers discovery attention goes to newcomers

Fresh launches make up 17.2% of the products winning discovery attention in the last 7 days.

Switcher pressure

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

Light

A trickle of alternative-shopping demand flows toward what this space challenges.

What this is for

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

Pricing mix

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

Free40%
Freemium40%
Subscription16.7%
One-time3.3%

Platform availability

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

Market concentration

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

49 / 100

consolidating

FragmentedConsolidated

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

Herfindahl index: 432.9 / 10,000

AI engines discovering Teachers

Top 3

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

ByteDance
43.3% share
Meta AI
40% share
Perplexity
16.7% share

Device mix

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

Desktop93%
Laptops and desktops
Mobile7%
Phones and tablets

Rising categories

Top 1

The categories gaining AI attention among Teachers products this week.

Education & Learning
81.4% of 7-day AI traffic+3%

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

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

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