Signals lens

Producers signals

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

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

Browse all Producers products

Search demand

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

25+ people's searches surfaced Producers products this week

Switcher pressure

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

Moderate+72%

A steady stream of people are weighing the incumbents this space goes up against. Demand is rising week over week.

What this is for

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

Pricing mix

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

Freemium59.2%
Free21.4%
Subscription11.2%
Paid5.1%
One-time3.1%

Platform availability

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

Market concentration

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

31 / 100

competitive

FragmentedConsolidated

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

Herfindahl index: 112.9 / 10,000

AI engines discovering Producers

Top 5

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

Meta AI
80.4% share
OpenAI Search
7% share
ByteDance
7% share
ClaudeBot
3% share
Perplexity
2.5% share

Device mix

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

Desktop94.9%
Laptops and desktops
Mobile5.1%
Phones and tablets

Rising categories

Top 2

The categories gaining AI attention among Producers products this week.

Rising use cases

Top 3

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

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

Yes. The Producers 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.