Signals lens

SaaS Founders signals

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

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

Browse all SaaS Founders products

Search demand

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

100+ people's searches surfaced SaaS Founders products this week

+17%in distinct searchers vs last week

New-entrant attention

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

9.9% of SaaS Founders discovery attention goes to newcomers

Fresh launches make up 3.3% of the products winning discovery attention in the last 7 days.

Switcher pressure

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

Surging+17%

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

What this is for

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

Active conversation in this space

Distinct people reviewing and discussing SaaS Founders products. Last 7 days.

people actively reviewing and discussing

4×

Pricing mix

How SaaS Founders products are priced. Helps buyers know what to expect.

Freemium41.5%
Subscription24.3%
Free16.2%
Paid10.2%
One-time7.7%

Platform availability

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

Market concentration

How concentrated discovery attention is across SaaS Founders products. Last 7 days.

54 / 100

consolidating

FragmentedConsolidated

SaaS Founders is consolidating - a handful of products are capturing a growing slice of attention.

Herfindahl index: 174 / 10,000

AI engines discovering SaaS Founders

Top 5

The AI engines most active on SaaS Founders products, led by Meta AI. Last 7 days.

Meta AI
58% share
Claude
17.5% share
ByteDance
13.3% share
ChatGPT
2.9% share
OpenAI Search
2.6% share

Device mix

How SaaS Founders gets discovered: desktop vs mobile. Last 7 days.

Desktop84.9%
Laptops and desktops
Mobile15.1%
Phones and tablets

Rising categories

Top 3

The categories gaining AI attention among SaaS Founders products this week.

Rising use cases

Top 3

The use cases gaining AI attention among SaaS Founders 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 SaaS Founders 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 SaaS Founders; visitor-derived numbers are published only when distinct-visitor counts clear the k-anonymity floor.

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

Yes. The SaaS Founders 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.

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