Learn how consumer sentiment analysis for CPG brands helps track customer feedback, improve products, and drive growth across digital shelf
Nearly 4 in 10 US shoppers will try a new brand within just a few months, often for no bigger reason than something else looked slightly better on the shelf. That's how thin brand loyalty has gotten, and it means small, repeated complaints in reviews matter way more than they used to.
What counts as a red flag also varies across categories. Taste and freshness drive sentiment in food. Skin feel and results matter most in personal care. Effectiveness and safety dominate cleaning products.
Treating every category the same way means missing what's actually driving your ratings up or down. This guide breaks it down category by category.












