The 26-video eligible public sample—14 TikToks and 12 YouTube videos from 10 accounts—is small enough to show Sensei's creator system without pretending it is a 200-post machine. The owned TikTok feed repeats one legible proof: show a live interview question beside Sensei's generated answer, then change the opening caption or reaction.
The owned YouTube demo explains the same loop across behavioral, finance, and coding questions. Distribution outside those two accounts is almost entirely affiliate search capture. All eight sampled nonofficial YouTube publishers expose creator-specific `?ref=` links, including one shortened link that resolves to `?ref=olayinka`; four publish landing-page-style reviews and four coupon channels publish seven discount videos.
Several coupon scripts describe Sensei as a generic tutor or productivity dashboard instead of an interview copilot, and none of the audited videos verifies the advertised 75% discount. Sensei's public Tolt program confirms that affiliate participation exists, but it does not prove a base fee or make the owned posts paid, so those relationships remain unknown.