RWI, a physician-led parenting community ("The Anti-IG Mom"), was preparing for a critical February launch. They needed a technical safeguard to ensure their lead magnets and segmentation logic were error-free. The existing setup contained circular logic loops and "inverted logic" that risked mis-tagging subscribers (e.g., tagging users as "Pregnant" simply because they lacked a specific tag).