AI-Powered Personal Cooking Memory That Recalls Your Modifications and Notes
Home cooks want an AI assistant that remembers how THEY personally made a dish, including substitutions, timing tweaks, and tasting notes. Current recipe apps store recipes but can't answer 'how did I make that ramen last time?' Multiple users describe wanting to query their own cooking history conversationally rather than scrolling through notes.
The moat here is data lock-in from personal cooking history, not the AI layer itself. Start with a dead-simple modification logger that works DURING cooking (voice input while hands are dirty) and add the conversational query later.
landscape (3 existing solutions)
Recipe apps in 2026 have gotten great at IMPORTING recipes (OCR, URL scraping, video extraction) but none treat your personal cooking modifications as queryable knowledge. The gap is between 'recipe storage' and 'cooking memory.'