Signals lens

Referral Programs signals

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

How AI assistants, crawlers, and humans are discovering products built for the Referral Programs use case on PeerPush. Updated daily.

Browse all Referral Programs products

Search demand

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

10+ people's searches surfaced Referral Programs products this week

Switcher pressure

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

Pricing mix

How Referral Programs products are priced. Helps buyers know what to expect.

Freemium51.9%
Free25.9%
Subscription18.5%
Paid3.7%

Platform availability

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

Market concentration

How concentrated discovery attention is across Referral Programs products. Last 7 days.

41 / 100

consolidating

FragmentedConsolidated

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

Herfindahl index: 158.1 / 10,000

AI engines discovering Referral Programs

Top 4

The AI engines most active on Referral Programs products, led by Meta AI. Last 7 days.

Meta AI
84% share
Perplexity
6.7% share
OpenAI Search
5% share
OpenAI GPTBot
4.2% share

Device mix

How Referral Programs gets discovered: desktop vs mobile. Last 7 days.

Desktop95.9%
Laptops and desktops
Mobile4.1%
Phones and tablets

Rising categories

Top 1

The categories gaining AI attention among Referral Programs products this week.

Analytics & Monitoring
18.3% of 7-day AI traffic+39%

Rising audiences

Top 3

The audiences gaining AI attention among Referral Programs products this week.

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

Explore the catalog by lens

Jump into the catalog by what products do, who they serve, and where they run.

Use cases

Browse the products behind the use cases AI is asked about most.

Browse all use cases

Audiences

Browse the products built for the audiences AI surfaces most.

Browse all audiences

Platforms

Browse products by where they run: web, mobile, CLI, MCP.

Frequently asked questions

It shows how AI assistants, crawlers, and humans are discovering products in Referral Programs 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 Referral Programs; visitor-derived numbers are published only when distinct-visitor counts clear the k-anonymity floor.

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

Yes. The Referral Programs 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.