Hyphen, a Shopify-based D2C skincare brand, is a useful proof point precisely because the platform wasn't the limiting factor. Once the brand addressed technical foundations, content strategy, and off-page signals on top of Shopify's existing baseline, AI referral traffic grew by over 160% within 30 days. The platform provided the foundation; the strategy on top of it produced the result.