Personalized family meal planner that computes per-person quantities

Personalized family meal planner that computes per-person quantities targets a $19.2B = 128M US households x $150/year (subscription + convenience value + grocery lift) total addressable market with medium saturation and a year-over-year growth rate of 12% (aggregate of meal-planning, personalized nutrition and online grocery growth rates).

Key trends driving demand: Personalized nutrition -- Consumers increasingly want meal plans that align with goals (weight loss/maintenance/gain) and dietary restrictions, raising willingness to pay.; Grocery & delivery integration -- APIs and marketplace penetration (Instacart, Walmart, Kroger) make converting lists to carts practical, boosting conversion and retention.; AI-generated content -- LLMs allow rapid recipe generation and scaling of SKU-to-ingredient parsing, lowering content creation costs.; Family-focused health -- Increasing attention on childhood obesity and family wellness programs creates demand for household-level solutions..