BeFreed

In this fully audited 71-creator, 194-post sample, BeFreed runs a concentrated short-form account system and a separate YouTube review lane. Every retained post now has a complete transcript and frame review. That cleanup removed search-recall noise that actually promoted Friday or Unrock, generic `#befreed` lifestyle clips where the product never appeared, and one YouTube affiliate description whose video demonstrated an unrelated tool.

The retained short-form work still resolves into five plays: dedicated TikTok personas repeat authority text walls and learning shortcuts; larger self-improvement creators hide the app late in native advice lists or turn reading friction into an app walkthrough; Lemon8 creators package proof into saveable swipe lists.

The YouTube lane contains hands-on onboarding, personalized-podcast, comparison, and AppSumo review workflows, including public sponsorship and creator-specific affiliate evidence. Twenty-eight accounts enter the derived `Ambassador` cohort through feed concentration, branded program identity, or an explicit ambassador relationship; that behavior remains separate from the stored commercial evidence.

Two additional TikToks remain in a retry-later ledger after two source failures and are not counted as canonical or treated as editorial negatives.