Signals lens
Non-Technical Users signals
How AI assistants, crawlers, and humans are discovering products built for Non-Technical Users 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 Non-Technical Users on PeerPush. Last 7 days.
Data fresh as of
How much alternative-shopping demand is flowing toward what Non-Technical Users 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.
Fresh products that joined Non-Technical Users this week.
45 new products entered Non-Technical Users this week
Slice AI activity by what products do, who they serve, where they run, and which AI is surfacing them.
The use-case mix across Non-Technical Users products - what this space is built to do.
Distinct people reviewing and discussing Non-Technical Users products. Last 7 days.
87
people actively reviewing and discussing
Where Non-Technical Users products are available - Web, mobile, CLI, MCP, etc.
How Non-Technical Users products are priced. Helps buyers know what to expect.
The AI engines most active on Non-Technical Users products, led by ChatGPT. Last 7 days.
How Non-Technical Users gets discovered: desktop vs mobile. Last 7 days.
Laptops and desktops
Phones and tablets
How often on-site searches surfaced Non-Technical Users products in the top results.
250+× real searches surfaced Non-Technical Users this week
How much discovery attention fresh launches are winning in Non-Technical Users. Last 30 days.
3.8% of Non-Technical Users discovery attention goes to newcomers
37 products that launched in the last 30 days, out of 4,440 with discovery attention.
How concentrated discovery attention is across Non-Technical Users products. Last 30 days.
9 / 100
highly fragmentedAttention in Non-Technical Users is spread thin across many products - no clear leader.