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 […]

Marketing performance has become increasingly difficult to interpret. As organizations expand across channels, markets, and platforms, performance data has grown richer but less conclusive. Attribution reports often tell different stories depending on the lens used, while platform-level reporting consistently overstates contribution. As a result, confidence in marketing performance assessment has declined, even as analytical sophistication […]