Referral Programs signals

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

Search demand

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

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

New-entrant attention

How much discovery attention fresh launches are winning in Referral Programs. Last 7 days.

50% of Referral Programs discovery attention goes to newcomers

Fresh launches make up 4.9% of the products winning discovery attention in the last 7 days.

New-entrant momentum

Whether fresh products are joining Referral Programs faster than the week before.

New entrants are accelerating in Referral Programs

+100%

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.

Active conversation in this space

Distinct people reviewing and discussing Referral Programs products. Last 7 days.

people actively reviewing and discussing

+81%

Pricing mix

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

Freemium50%
Free27.3%
Subscription18.2%
Paid4.5%

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.

84 / 100

consolidated

FragmentedConsolidated

Referral Programs is consolidated - a few products command most of the attention.

Herfindahl index: 2,318 / 10,000

Device mix

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

Desktop73.9%
Laptops and desktops
Mobile26.1%
Phones and tablets

Rising categories

Top 1

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

Social Media & Influencer Tools
39.7% of 7-day AI traffic+94%

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 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.