Readout Lab meticulously analyzes publicly accessible YouTube video content, transcripts, and visual frames. Our proprietary system distinguishes confirmed host-read sponsorships from organic brand mentions, providing a granular view of commercial content density.
Every detected sponsor and brand mention is linked directly to its exact timestamp in the source video. This ensures audit-grade traceability and eliminates reliance on self-reported metadata or speculative metrics.
Clear boundaries for precise analysis.
Public Content Only
Detected, Not Inferred
No Undeclared Guarantees
Our analysis is strictly limited to publicly available video content. We do not access private data or infer relationships from non-public sources.
We report on commercial activity identified within the content itself. We do not generate arbitrary engagement scores or speculative reach metrics.
While we identify clear commercial integrations, we cannot guarantee detection of every undeclared sponsorship. Our focus is on verifiable evidence.
Ready for verifiable commercial intelligence?
Review a full sample report or test a creator channel with audit-grade data.