Across 13 fully audited posts from 13 creators—four TikToks and nine YouTube videos—Yoodli travels through borrowed expertise rather than a high-volume faceless fleet. Public-speaking coaches, career educators, course instructors, and software reviewers open with a speaking problem, show the real feedback workflow, and interpret its metrics for an audience they already teach.
The expanded YouTube sample includes a 10.5K-view Toastmasters walkthrough and four 3K–5K demonstrations or comparisons; these are modest absolute numbers, but they are much more problem-aligned than generic AI-tool placements. Commercial evidence is now visible: Tech for Toastmasters and Kamna Jain publish creator-specific `/refer/` URLs, while Kamna explicitly calls hers a referral link.
Meridith Grundei remains a public Advisor and channel partner whose retained TikTok says it is not a paid ad; AKidsDream separately says its video is not sponsored and the channel is not monetized. The evidence therefore resolves a mixed system—expert credibility plus selective affiliate capture—not a blanket claim that every positive walkthrough is paid.