Supplement Marketing Fact-Checker

Health supplement companies make exaggerated or false claims in marketing that confuse consumers. This tool fact-checks supplement marketing claims against scientific research and regulatory standards. Target users are consumers, health professionals, and regulators.

FTC and FDA enforcement actions against supplement companies have increased meaningfully since 2022, and consumer skepticism around health claims is high enough that tools like Examine.com have built real audiences purely on research translation. No clear incumbent owns the "automated claim verification" angle specifically, though Examine.com is the closest substitute for the research-lookup use case. The revenue band is listed as unknown for a reason: consumers rarely pay for debunking tools, health professionals already have PubMed, and regulators have internal staff — so monetization requires either a B2B pivot toward liability-conscious retailers or a media/affiliate model, neither of which is obvious. The deepest risk is that the three listed user groups all have low willingness to pay, which means building something genuinely useful without a clear buyer from day one.