Signals lens
Graduates signals
How AI assistants, crawlers, and humans are discovering products built for Graduates 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 Graduates on PeerPush. Last 7 days.
Data fresh as of
How often on-site searches surfaced Graduates products in the top results.
50+× real searches surfaced Graduates this week
How much discovery attention fresh launches are winning in Graduates. Last 7 days.
30.6% of Graduates discovery attention goes to newcomers
Fresh launches make up 13.6% of the products winning discovery attention in the last 7 days.
Whether fresh products are joining Graduates faster than the week before.
New entrants are accelerating in Graduates
+15%How much alternative-shopping demand is flowing toward what Graduates products challenge. Last 7 days.
Heavy alternative-shopping demand - many people are actively researching incumbents here.
The use-case mix across Graduates products - what this space is built to do.
Distinct people reviewing and discussing Graduates products. Last 7 days.
16
people actively reviewing and discussing
+78%How Graduates products are priced. Helps buyers know what to expect.
Where Graduates products are available - Web, mobile, CLI, MCP, etc.
How concentrated discovery attention is across Graduates products. Last 7 days.
55 / 100
consolidatingGraduates is consolidating - a handful of products are capturing a growing slice of attention.
The AI engines most active on Graduates products, led by Meta AI. Last 7 days.
How Graduates gets discovered: desktop vs mobile. Last 7 days.
Laptops and desktops
Phones and tablets
The use cases gaining AI attention fastest among Graduates products this week. Click to dig in.
Slice AI activity by what products do, who they serve, where they run, and which AI is surfacing them.