Signals lens

Entrepreneurs signals

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

How AI assistants, crawlers, and humans are discovering products built for Entrepreneurs on PeerPush. Updated daily.

Browse all Entrepreneurs products

Search demand

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

100+ people's searches surfaced Entrepreneurs products this week

+14%in distinct searchers vs last week

New-entrant attention

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

16.2% of Entrepreneurs discovery attention goes to newcomers

Fresh launches make up 6.9% of the products winning discovery attention in the last 7 days.

New-entrant momentum

Whether fresh products are joining Entrepreneurs faster than the week before.

New entrants are accelerating in Entrepreneurs

+27%

Switcher pressure

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

Surging

A surge of switching intent - this is one of the most alternative-shopped spaces right now.

What this is for

The use-case mix across Entrepreneurs products - what this space is built to do.

Active conversation in this space

Distinct people reviewing and discussing Entrepreneurs products. Last 7 days.

people actively reviewing and discussing

Pricing mix

How Entrepreneurs products are priced. Helps buyers know what to expect.

Freemium40.4%
Free23.4%
Subscription21.9%
Paid10.6%
One-time3.7%

Platform availability

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

Market concentration

How concentrated discovery attention is across Entrepreneurs products. Last 7 days.

25 / 100

competitive

FragmentedConsolidated

Entrepreneurs is competitive - attention is shared across a broad field with a few pulling ahead.

Herfindahl index: 24.6 / 10,000

AI engines discovering Entrepreneurs

Top 5

The AI engines most active on Entrepreneurs products, led by ByteDance. Last 7 days.

ByteDance
35.7% share
ChatGPT
27% share
Meta AI
24.2% share
OpenAI Search
8.2% share
Perplexity
2.9% share

Device mix

How Entrepreneurs gets discovered: desktop vs mobile. Last 7 days.

Desktop90.7%
Laptops and desktops
Mobile9.3%
Phones and tablets

Rising categories

Top 3

The categories gaining AI attention among Entrepreneurs products this week.

Rising use cases

Top 3

The use cases gaining AI attention among Entrepreneurs products this week.

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 Entrepreneurs 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 Entrepreneurs; visitor-derived numbers are published only when distinct-visitor counts clear the k-anonymity floor.

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

Yes. The Entrepreneurs 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.