Content compliance · Case study
Disney: label every video
Give every uploaded video its own audience review, a recorded decision and a confirmed platform setting.
By OneShot · Updated
Read the solution ↓What the workflow produces
Audience label record- Video
- Upload, channel, metadata and setting before review.
- Criteria
- Which child-directed criteria apply, with evidence.
- Decision
- Reviewer, label and reasoning.
- Platform setting
- Confirmed designation and date of the last re-audit.
The documented problem
In September 2025 the FTC announced that Disney would pay $10 million to settle allegations that it failed to properly label some videos it uploaded to YouTube as “Made for Kids”. The FTC alleged that Disney set the audience designation at the channel level, not for each video, and kept that approach after YouTube told it in mid-2020 that it had changed the designation on more than 300 Disney videos.
The proposed order requires Disney to establish a program to review whether videos posted to YouTube should be designated as made for kids. These are allegations resolved by settlement, not findings by a court. The OneShot workflow below is a proposed design for that kind of per-video review.
- FTC press release, 2 September 2025Primary source · Checked 2026-10-08
The OneShot solution
Audience labels decided per video
Give every video its own audience designation, decided against written criteria by a named reviewer and confirmed on the platform.
- 01
Queue each video
List every new or changed upload with its title, description, channel and current audience setting. Nothing is published under a channel default without its own entry.
- 02
Prepare the review
The OneShot agent compares each video with the company’s written criteria for child-directed content and notes which criteria appear to apply, with the evidence. It proposes a label; it does not set one.
- 03
Get the reviewer’s decision
Give the reviewer the proposal and its evidence. Record the decision and reasoning; route unclear cases and disputes about the criteria to legal.
- Email send
- Email Inbox
- Video catalog and platform settings
- 04
Confirm and re-audit
Check that the platform setting matches the decision. Reopen a video when it is edited, when the platform changes its designation, or when a sampled re-audit disagrees.
What counts as complete
Each video has a recorded reviewer decision, and the platform setting has been confirmed to match it.
Decisions and exceptions
- The agent proposes labels; the reviewer decides them.
- Mixed-audience and borderline content goes to legal.
- A change made by the platform is treated as a new review, not overwritten.
What to measure
- Videos published without an individual review
- Decisions overturned on re-audit
- Time from upload to decision
- Platform changes to designations
Establish the baseline and review period before launch. Compare completed cases, unresolved work and reviewer corrections against the same scope.
The agent’s tool basket
OneShot gives its agents the tools to analyze records, communicate, research and act on authorized business data. The platform carries the workflow from the first action through to the recorded result.
Video catalog and platform settings
Read uploaded videos with their metadata and current audience setting; record the reviewer's label decision.
Workflow pricing
Scope the full workflow around your volume, business systems and required outcome.
Discuss workflow pricing →