Signals lens
Students signals
How AI assistants, crawlers, and humans are discovering products built for Students on PeerPush. Updated daily.
Signals lens
How AI assistants, crawlers, and humans are discovering products built for Students on PeerPush. Updated daily.
How often on-site searches surfaced Students products in the top results.
250+ people's searches surfaced Students products this week
How much discovery attention fresh launches are winning in Students. Last 7 days.
3.2% of Students discovery attention goes to newcomers
Fresh launches make up 1.2% of the products winning discovery attention in the last 7 days.
Whether fresh products are joining Students faster than the week before.
New entrants are accelerating in Students
+29%How much alternative-shopping demand is flowing toward what Students products challenge. Last 7 days.
Heavy alternative-shopping demand - many people are actively researching incumbents here.
The use-case mix across Students products - what this space is built to do.
Distinct people reviewing and discussing Students products. Last 7 days.
22
people actively reviewing and discussing
+47%How Students products are priced. Helps buyers know what to expect.
Where Students products are available - Web, Mobile, CLI, MCP, etc.
How concentrated discovery attention is across Students products. Last 7 days.
8 / 100
highly fragmentedAttention in Students is spread thin across many products - no clear leader.
The AI engines most active on Students products, led by Meta AI. Last 7 days.
How Students gets discovered: desktop vs mobile. Last 7 days.
Laptops and desktops
Phones and tablets
The categories gaining AI attention among Students products this week.
The use cases gaining AI attention among Students products this week.
Jump into the catalog by what products do, who they serve, and where they run.