Signals lens

Automation & Workflow signals

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

How AI assistants, crawlers, and humans are discovering products in the Automation & Workflow category on PeerPush. Updated daily.

Browse all Automation & Workflow products

Search demand

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

250+ people's searches surfaced Automation & Workflow products this week

+16%in distinct searchers vs last week

New-entrant attention

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

1.8% of Automation & Workflow discovery attention goes to newcomers

Fresh launches make up 0.8% of the products winning discovery attention in the last 7 days.

New-entrant momentum

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

New entrants are accelerating in Automation & Workflow

+4%

Switcher pressure

How much alternative-shopping demand is flowing toward what Automation & Workflow 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 Automation & Workflow products - which audiences this space serves most.

Active conversation in this space

Distinct people reviewing and discussing Automation & Workflow products. Last 7 days.

people actively reviewing and discussing

+27%

Pricing mix

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

Freemium40.2%
Subscription34.5%
Free14.7%
Paid6.6%
One-time4%

Platform availability

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

Market concentration

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

3 / 100

highly fragmented

FragmentedConsolidated

Attention in Automation & Workflow is spread thin across many products - no clear leader.

Herfindahl index: 4.6 / 10,000

AI engines discovering Automation & Workflow

Top 5

The AI engines most active on Automation & Workflow products, led by ChatGPT. Last 7 days.

ChatGPT
31.7% share
ByteDance
28.3% share
Meta AI
21.7% share
OpenAI Search
6.1% share
Claude
4.7% share

Device mix

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

Desktop94.2%
Laptops and desktops
Mobile5.8%
Phones and tablets

Rising use cases

Top 3

The use cases gaining AI attention among Automation & Workflow products this week.

Rising audiences

Top 3

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

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

Yes. The Automation & Workflow 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.