Signals lens
AI Automation signals
How AI assistants, crawlers, and humans are discovering products built for the AI Automation use case on PeerPush. Updated daily.
Signals lens
How AI assistants, crawlers, and humans are discovering products built for the AI Automation use case on PeerPush. Updated daily.
How much alternative-shopping demand is flowing toward what AI Automation products challenge. Last 7 days.
Heavy alternative-shopping demand - many people are actively researching incumbents here.
How AI Automation products are priced. Helps buyers know what to expect.
Jump into the catalog by what products do, who they serve, and where they run.
Where AI Automation products are available - Web, Mobile, CLI, MCP, etc.
How often on-site searches surfaced AI Automation products in the top results.
100+ people's searches surfaced AI Automation products this week
How much discovery attention fresh launches are winning in AI Automation. Last 7 days.
9.1% of AI Automation discovery attention goes to newcomers
Fresh launches make up 3.9% of the products winning discovery attention in the last 7 days.
Distinct people reviewing and discussing AI Automation products. Last 7 days.
16
people actively reviewing and discussing
The audience mix across AI Automation products - which audiences this space serves most.
How concentrated discovery attention is across AI Automation products. Last 7 days.
18 / 100
competitiveAI Automation is competitive - attention is shared across a broad field with a few pulling ahead.
How AI Automation gets discovered: desktop vs mobile. Last 7 days.
Laptops and desktops
Phones and tablets
The AI engines most active on AI Automation products, led by Meta AI. Last 7 days.
The categories gaining AI attention among AI Automation products this week.
The audiences gaining AI attention among AI Automation products this week.