Signals lens

Workflow Automation signals

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

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

Browse all Workflow Automation products

Search demand

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

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

New-entrant attention

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

0.9% of Workflow Automation discovery attention goes to newcomers

Fresh launches make up 0.3% of the products winning discovery attention in the last 7 days.

Switcher pressure

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

Active conversation in this space

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

people actively reviewing and discussing

+7%

Pricing mix

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

Freemium41%
Subscription30.1%
Free17.6%
Paid6.4%
One-time4.9%

Platform availability

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

Market concentration

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

0 / 100

highly fragmented

FragmentedConsolidated

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

Herfindahl index: 3.7 / 10,000

AI engines discovering Workflow Automation

Top 5

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

Meta AI
54.7% share
ChatGPT
18.1% share
ByteDance
9.8% share
TikTok
6.1% share
ClaudeBot
4% share

Device mix

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

Desktop95%
Laptops and desktops
Mobile5%
Phones and tablets

Rising categories

Top 3

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

Rising audiences

Top 3

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

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

Yes. The Workflow 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.