Signals lens

AI Automation signals

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

How AI assistants, crawlers, and humans are discovering products built for the AI Automation use case on PeerPush. Updated daily.

Browse all AI Automation products

Search demand

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

100+ people's searches surfaced AI Automation products this week

New-entrant attention

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

12.3% of AI Automation discovery attention goes to newcomers

Fresh launches make up 3.4% of the products winning discovery attention in the last 7 days.

New-entrant momentum

Whether fresh products are joining AI Automation faster than the week before.

New entrants are accelerating in AI Automation

+5%

Switcher pressure

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

Surging

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

Who this serves

The audience mix across AI Automation products - which audiences this space serves most.

Active conversation in this space

Distinct people reviewing and discussing AI Automation products. Last 7 days.

people actively reviewing and discussing

Pricing mix

How AI Automation products are priced. Helps buyers know what to expect.

Freemium41.6%
Subscription28.4%
Free18.1%
Paid8%
One-time3.8%

Platform availability

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

Market concentration

How concentrated discovery attention is across AI Automation products. Last 7 days.

27 / 100

competitive

FragmentedConsolidated

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

Herfindahl index: 28.5 / 10,000

AI engines discovering AI Automation

Top 5

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

Meta AI
60.4% share
Claude
18.1% share
ByteDance
10.9% share
ChatGPT
3.3% share
OpenAI Search
2.3% share

Device mix

How AI Automation gets discovered: desktop vs mobile. Last 7 days.

Desktop87.5%
Laptops and desktops
Mobile12.5%
Phones and tablets

Surface mix

AI Automation traffic by channel - web, MCP, API, RSS. Last 7 days.

Web91.6%
Direct browsing + search
MCP8.4%
Model Context Protocol calls

Rising categories

Top 3

The categories gaining AI attention among AI Automation products this week.

Rising audiences

Top 3

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

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

Yes. The AI Automation 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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