Signals lens

User Testing signals

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

How AI assistants, crawlers, and humans are discovering products in the User Testing category on PeerPush. Updated daily.

Browse all User Testing products

New-entrant attention

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

33.9% of User Testing discovery attention goes to newcomers

Fresh launches make up 16.7% of the products winning discovery attention in the last 7 days.

New-entrant momentum

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

New entrants are accelerating in User Testing

3×

Switcher pressure

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

Moderate+17%

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

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.

Free44.4%
Freemium38.9%
One-time11.1%
Subscription5.6%

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.

58 / 100

consolidating

FragmentedConsolidated

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

Herfindahl index: 744.3 / 10,000

Device mix

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

Desktop89.7%
Laptops and desktops
Mobile10.3%
Phones and tablets

Explore the whole marketEvery category, audience, platform, and AI engine on one page.

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.

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.