User Testing signals

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

Switcher pressure

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

Moderate

A steady stream of people are weighing the incumbents this space goes up against.

Who this serves

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

Pricing mix

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

Freemium46.2%
Free38.5%
One-time7.7%
Subscription7.7%

Platform availability

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

Market concentration

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

45 / 100

consolidating

FragmentedConsolidated

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

Herfindahl index: 826.9 / 10,000

Device mix

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

Desktop92.4%
Laptops and desktops
Mobile7.6%
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 Testing 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 Testing; visitor-derived numbers are published only when distinct-visitor counts clear the k-anonymity floor.

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

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