Weekly Circular Scraping Across 10 US Grocery Chains provides structured promotional pricing intelligence for meal-planning applications by capturing weekly circular offers, product prices, discounts, promotions, and ZIP-level availability across 500 core ingredients. Automated data extraction enables ZIP-matched pricing, promotion tracking, retailer comparisons, ingredient-level benchmarking, and seasonal deal analysis. Recurring datasets support personalized meal planning, grocery savings insights, and retail market intelligence.