Signals lens
Automation & Workflow signals
How AI assistants, crawlers, and humans are discovering products in the Automation & Workflow category on PeerPush. Updated daily.
Signals lens
How AI assistants, crawlers, and humans are discovering products in the Automation & Workflow category on PeerPush. Updated daily.
How often on-site searches surfaced Automation & Workflow products in the top results.
250+ people's searches surfaced Automation & Workflow products this week
How much discovery attention fresh launches are winning in Automation & Workflow. Last 7 days.
3% of Automation & Workflow discovery attention goes to newcomers
Fresh launches make up 0.7% of the products winning discovery attention in the last 7 days.
Whether fresh products are joining Automation & Workflow faster than the week before.
New entrants are accelerating in Automation & Workflow
+10%How much alternative-shopping demand is flowing toward what Automation & Workflow products challenge. Last 7 days.
A surge of switching intent - this is one of the most alternative-shopped spaces right now. Demand is rising week over week.
The audience mix across Automation & Workflow products - which audiences this space serves most.
Distinct people reviewing and discussing Automation & Workflow products. Last 7 days.
14
people actively reviewing and discussing
+27%How Automation & Workflow products are priced. Helps buyers know what to expect.
Where Automation & Workflow products are available - Web, Mobile, CLI, MCP, etc.
How concentrated discovery attention is across Automation & Workflow products. Last 7 days.
7 / 100
highly fragmentedAttention in Automation & Workflow is spread thin across many products - no clear leader.
The AI engines most active on Automation & Workflow products, led by Meta AI. Last 7 days.
How Automation & Workflow gets discovered: desktop vs mobile. Last 7 days.
Laptops and desktops
Phones and tablets
The use cases gaining AI attention among Automation & Workflow products this week.
The audiences gaining AI attention among Automation & Workflow products this week.
Jump into the catalog by what products do, who they serve, and where they run.