Market Validation signals

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

New-entrant attention

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

10.3% of Market Validation discovery attention goes to newcomers

Fresh launches make up 7.1% of the products winning discovery attention in the last 7 days.

Switcher pressure

How much alternative-shopping demand is flowing toward what Market Validation 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 Market Validation products - which audiences this space serves most.

Pricing mix

How Market Validation products are priced. Helps buyers know what to expect.

Freemium61.5%
Paid15.4%
Subscription15.4%
Free7.7%

Platform availability

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

Market concentration

How concentrated discovery attention is across Market Validation products. Last 7 days.

59 / 100

consolidating

FragmentedConsolidated

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

Herfindahl index: 929 / 10,000

Device mix

How Market Validation gets discovered: desktop vs mobile. Last 7 days.

Desktop91%
Laptops and desktops
Mobile9%
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 Market Validation 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 Market Validation; visitor-derived numbers are published only when distinct-visitor counts clear the k-anonymity floor.

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

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