Signals lens

Teachers signals

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

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

Browse all Teachers products

Search demand

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

25+ people's searches surfaced Teachers products this week

New-entrant attention

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

17.5% of Teachers discovery attention goes to newcomers

Fresh launches make up 6.4% 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.

Moderate+10%

A steady stream of people are weighing the incumbents this space goes up against. Demand is rising week over week.

What this is for

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

Active conversation in this space

Distinct people reviewing and discussing Teachers products. Last 7 days.

people actively reviewing and discussing

Pricing mix

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

Freemium41.3%
Free34.7%
Subscription18.7%
One-time5.3%

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.

45 / 100

consolidating

FragmentedConsolidated

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

Herfindahl index: 193 / 10,000

AI engines discovering Teachers

Top 5

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

Meta AI
61.7% share
ByteDance
11.7% share
Claude
7.4% share
Perplexity
4.9% share
ClaudeBot
3.7% share

Device mix

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

Desktop86.6%
Laptops and desktops
Mobile13.4%
Phones and tablets

Rising categories

Top 2

The categories gaining AI attention among Teachers products this week.

Rising use cases

Top 2

The use cases gaining AI attention among Teachers 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 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.

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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