Can Brands Predict Negative Reviews Before They Appear?
In 2026, reputation is no longer a marketing outcome. It is a growth driver. Customer reviews influence not only buying decisions but also how brands are represented across AI search, digital assistants, marketplaces, and discovery platforms. A single wave of negative sentiment can reduce conversion, suppress visibility, and erode trust faster than any paid campaign […]



