The healthy brand with one sick product

The healthy brand with one sick product
It was a Thursday when a kitchenware company's overall brand sentiment held at a comfortable 74% positive. Nobody worried. But they tracked the brand as one blob. Split by product line, the new air fryer sat at 39% positive, drowning in the goodwill of a beloved 20-year-old knife set.

The blended score was a life raft hiding a leak. The air fryer's defect rate complaints had been climbing for six weeks, invisible at the brand level.

They set up per-product listening streams. The air fryer issue, once isolated, drove a firmware fix that lifted its sentiment to 67% in a month, while the brand average barely twitched.

The takeaway: brand-level sentiment is an average that protects your worst product from scrutiny. Listen at the line level, or your stars will keep paying the rent for your failures.