—followers1.4Kmedian recent views · n=60 posts247 · 0.2×best post · Cal AI · vs own median1apps in the library · 0 with a standing program1posts audited
2025-11audited posts / month2026-10
0 standing programs, 0 ambassador-level feeds and 0 disclosed paid relationships in this sample. Repeated posting describes dedication; it does not prove a fee.
Unknownunverified relationship
Recent feed1 of 30 posts mention it
2472025-09-17
“rebuilt cal ai in 3 minutes… coding is actually too easy now with vib...” identifies calai; public caption checked, commercial relationship unverified — https://www.tiktok.com/@jakecodesapps/video/7551167206105681207 The post that identifies it →
How they openNo script structure has been classified in this sample.
Followers, medians and views as captured in the research release. A multiple compares the post to the creator’s own recent median. Relationship labels describe the public evidence, never the amount paid. Definitions in the methodology.
