User Engagement signals

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

Search demand

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

10+ people's searches surfaced User Engagement products this week

New-entrant attention

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

56.3% of User Engagement discovery attention goes to newcomers

Fresh launches make up 23.5% of the products winning discovery attention in the last 7 days.

New-entrant momentum

Whether fresh products are joining User Engagement faster than the week before.

New entrants are accelerating in User Engagement

4×

Switcher pressure

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

Light

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

Who this serves

The audience mix across User Engagement products - which audiences this space serves most.

Active conversation in this space

Distinct people reviewing and discussing User Engagement products. Last 7 days.

people actively reviewing and discussing

Pricing mix

How User Engagement products are priced. Helps buyers know what to expect.

Freemium50%
Subscription25%
Free12.5%
Paid12.5%

Platform availability

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

Market concentration

How concentrated discovery attention is across User Engagement products. Last 7 days.

73 / 100

consolidated

FragmentedConsolidated

User Engagement is consolidated - a few products command most of the attention.

Herfindahl index: 1,365.8 / 10,000

Device mix

How User Engagement gets discovered: desktop vs mobile. Last 7 days.

Desktop86%
Laptops and desktops
Mobile14%
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 User Engagement 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 User Engagement; visitor-derived numbers are published only when distinct-visitor counts clear the k-anonymity floor.

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

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