Cafes signals

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

Search demand

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

50+ people's searches surfaced Cafes products this week

+14%in distinct searchers vs last week

New-entrant attention

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

5.3% of Cafes discovery attention goes to newcomers

Fresh launches make up 3.8% of the products winning discovery attention in the last 7 days.

What this is for

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

Pricing mix

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

Subscription52%
Freemium32%
Free12%
One-time4%

Platform availability

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

Market concentration

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

37 / 100

consolidating

FragmentedConsolidated

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

Herfindahl index: 414.2 / 10,000

Device mix

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

Desktop94.9%
Laptops and desktops
Mobile5.1%
Phones and tablets

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

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

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