MenuTruth

MenuTruth is a mobile + web app that reduces failed, delayed, and substituted takeout orders by verifying real-time menu availability and prep-time accuracy at the item level. It connects to restaurant POS systems where possible, but its core is a lightweight “availability check” workflow: restaurants confirm top-selling items and 86’d items in under 30 seconds, and customers see a confidence score per item (e.g., “Very likely available” vs “Often unavailable after 8pm”). For restaurants without integrations, MenuTruth uses staff prompts, customer post-order confirmations, and pattern detection to flag unreliable items and times. The app focuses on a narrow promise: fewer cancellations, fewer substitutions, fewer refund headaches. Monetization is B2B SaaS for restaurants (lower chargebacks, fewer support tickets) plus optional consumer premium for “reliability filters” and faster issue resolution.