When I became a first-time mom, my perspective on the products my family used changed completely. As a data scientist, I naturally dive deep into the details; now I was suddenly applying this rigor to ingredient and product information, turning every label into an obsessive data research project. This journey opened my eyes to a startling reality: Not all products are created equal, and there’s a profound gap between the trust we place in brands and the reality of what’s inside their products.

My personal experience mirrors a crisis facing the entire retail industry. Widespread misleading claims have eroded consumer trust, with skepticism reaching an all-time high. According to Novi’s data, up to 50% of products feature a false claim; and a staggering number of consumers would stop buying from a brand completely if they discovered one. This crisis of confidence, however, presents an opportunity to build a new infrastructure for commerce itself. One where the burden of proof shifts from the consumer to the retailer, and verifiable truth becomes a brand’s most valuable asset. By addressing the key ways they are breaking trust, retailers can fix the cracks in the system, rebuild consumer confidence, and unlock substantial avenues for growth.

Here are five of the most common ways I see brands and retailers breaking consumer trust, and how to rebuild it.

The proliferation of false or unsubstantiated claims by brands has become a significant issue. Terms like “net zero,” “vegan,” or “nontoxic” are often used inaccurately. In the U.S., a........

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