This MVP uses mock data only. The architecture is intentionally designed so future approved store feeds, affiliate APIs, and compliant monitoring systems can plug in later without changing the consumer-facing product story.

Revenue can come from affiliate commissions, lead generation, sponsored placements, tasteful content ads, price alert capture, and a future B2B pricing intelligence layer.