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

+17%in distinct searchers vs last week

New-entrant attention

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

13% of Producers discovery attention goes to newcomers

Fresh launches make up 2% of the products winning discovery attention in the last 7 days.

Switcher pressure

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

Moderate

A steady stream of people are weighing the incumbents this space goes up against.

What this is for

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

Active conversation in this space

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

people actively reviewing and discussing

Pricing mix

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

Freemium57.6%
Free21.7%
Subscription12%
Paid5.4%
One-time3.3%

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.

50 / 100

consolidating

FragmentedConsolidated

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

Herfindahl index: 201.4 / 10,000

AI engines discovering Producers

Top 4

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

Meta AI
77.8% share
OpenAI Search
9.7% share
ChatGPT
6.8% share
ByteDance
5.7% share

Device mix

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

Desktop80.7%
Laptops and desktops
Mobile19.3%
Phones and tablets

Rising categories

Top 3

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 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 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.