|4 min read
Audience Reaction Analysis: Beyond Likes and Views
Likes measure attention, not agreement. Here is how to measure what audiences actually think.
audience-reactionengagementmetrics
A video with 100K likes might seem successful. But what if most comments disagree? Likes measure attention, not reception. Real reaction analysis: classify comments by stance, filter noise, compute Mood-Net, track over time. PJQ measures the difference between watching and agreeing.