Signals lens
AI Engineers signals
How AI assistants, crawlers, and humans are discovering products built for AI Engineers on PeerPush. Last 7 days.
Frequently asked questions
Data fresh as of
Signals lens
How AI assistants, crawlers, and humans are discovering products built for AI Engineers on PeerPush. Last 7 days.
Data fresh as of
How often on-site searches surfaced AI Engineers products in the top results.
25+× real searches surfaced AI Engineers this week
How much discovery attention fresh launches are winning in AI Engineers. Last 7 days.
35.2% of AI Engineers discovery attention goes to newcomers
Fresh launches make up 25.5% of the products winning discovery attention in the last 7 days.
How much alternative-shopping demand is flowing toward what AI Engineers products challenge. Last 7 days.
Heavy alternative-shopping demand - many people are actively researching incumbents here. Demand is rising week over week.
The use-case mix across AI Engineers products - what this space is built to do.
Distinct people reviewing and discussing AI Engineers products. Last 7 days.
10
people actively reviewing and discussing
How AI Engineers products are priced. Helps buyers know what to expect.
Where AI Engineers products are available - Web, Mobile, CLI, MCP, etc.
How concentrated discovery attention is across AI Engineers products. Last 7 days.
48 / 100
consolidatingAI Engineers is consolidating - a handful of products are capturing a growing slice of attention.
The AI engines most active on AI Engineers products, led by Meta AI. Last 7 days.
How AI Engineers gets discovered: desktop vs mobile. Last 7 days.
Laptops and desktops
Phones and tablets
The categories gaining AI attention fastest among AI Engineers products this week.
The use cases gaining AI attention fastest among AI Engineers products this week.
Slice AI activity by what products do, who they serve, where they run, and which AI is surfacing them.