83% of university YouTube videos fail WCAG caption requirements
We audited the public YouTube channels of 56 colleges and universities. Nearly 60,000 videos rely solely on AI-generated captions that lack speaker identification, non-dialogue audio, and human review for accuracy. Nearly all audited videos lacked audio descriptions.
Find out where your institution stands.
Request your free auditInstitutions audited
Videos analyzed
Non-compliant
Videos at risk
Why AI auto-captions don't meet WCAG 2.1 AA
Most of the 59,584 non-compliant videos technically have YouTube's auto-generated captions. But WCAG SC 1.2.2 defines "captions" as synchronized text for both speech and non-speech audio information needed to understand media content.
Compliant captions include
- Speaker identification — who is speaking, especially in multi-speaker content
- Non-dialogue audio — [applause], [music playing], [phone ringing], [laughter]
- Accurate transcription — human-reviewed for names, terminology, and context
- Proper synchronization — timed to match when audio events occur
AI auto-captions typically provide
- Dialogue-only approximation — no speaker labels or identification
- No non-dialogue audio — sound effects, music, and ambient audio are omitted entirely
- Unreviewed accuracy — names, technical terms, and jargon frequently incorrect
- No quality assurance — no human has verified correctness or completeness
Key findings across 56 institutions
Median non-compliant rate
Even the "middle of the pack" institution has three-quarters of its videos non-compliant
Have 90%+ non-compliant
25% of institutions have virtually no compliant captions on their public YouTube content
Have 50%+ non-compliant
More than three in four institutions have at least half their video content non-compliant
Distribution of non-compliance rates
Number of institutions by non-compliant caption rate
Estimated remediation cost at prevailing professional rates
Based on prevailing industry rates for professional human captioning services, applied to estimated video durations across the audited channels.
Combined estimated remediation across 56 institutions
Average estimated remediation per institution
Proactive remediation vs. reactive remediation
Proactive
- Known, fixed, schedulable cost
- Budget across fiscal years
- Prioritize highest-visibility content first
- No external deadlines, no court oversight
Reactive
- Same captioning cost + legal fees
- Externally imposed timelines
- Consent decrees, mandatory reporting
- Public filings, reputational risk
Note: These figures reflect estimated remediation costs at prevailing professional captioning service rates. They are not legal assessments, damage calculations, or predictions of liability. This information is provided for planning purposes and is not legal advice. Consult qualified counsel for institution-specific guidance.
What the public record shows
The Department of Education's Office for Civil Rights has resolved over 1,000 digital-access cases in higher education in recent years. A single complaint can place an entire channel under review.
| Matter | Type | Outcome | Also required |
|---|---|---|---|
| Louisiana Tech University (2013) | Public (Title II) | $23,543 to one complainant | WCAG 2.0 AA, staff training |
| Miami University (2016) | Public (Title II) | $25,000 compensatory fund | 4-year consent decree, accessibility coordinator |
| UC Berkeley DOJ (2016) | Public | Removed 20,000+ public videos | Content removal vs. remediation tradeoff |
| NAD v. MIT (2020) | Private (Title III) | $1.05M in plaintiff attorney fees | Caption all online content |
| NAD v. Harvard (2020) | Private (Title III) | $1.575M in plaintiff attorney fees | 42 months court oversight, 5-day cure process |
Sources: public court filings and DOJ Letters of Findings. Included to illustrate the general regulatory landscape; this is not legal advice or a prediction of outcomes for any specific institution.
Find out where your institution stands
We offer complimentary YouTube channel audits for verifiable K-12 districts, colleges and universities, and state or local government agencies. Reports are delivered within one week. Personal or individual channels are not eligible.
Request your free auditAbout this audit
This analysis was conducted by Recap Innovations across 56 accredited U.S. colleges and universities. Videos were assessed for the presence of human-authored or human-reviewed caption tracks on public YouTube channels. Our platform combines AI-assisted captioning with human review to deliver WCAG-compliant captions at scale, including speaker identification and non-dialogue audio description.
Book a demo to see how we can help