Lineup.ai vs MarginKitchen

Lineup.ai provides restaurants with sales, labor, and menu-item forecasting alongside scheduling tools. Its sales forecasts use historical, weather, and local data to estimate demand by the hour; labor forecasts give staffing guidance for each location and shift. Managers can generate schedules automatically, use templates, or build them manually. Employees can view schedules, submit availability, request time off, and swap shifts in the mobile app. Reporting dashboards cover sales, labor demand compared with scheduled employees, and performance against labor targets. Restaurants can use forecasts without adopting the scheduling features. Listed integrations include Snowflake, Olo, Brink POS, Clover, Square, Toast, OpenTable, Tock, 7shifts, and UKG. Lineup.ai serves restaurant groups and operators including multi-location restaurants, franchises, quick-service restaurants, cafes, and coffee shops. The site says it is now part of the TimeForge suite of labor-management products. Forecasts cost $79 a month per location; forecasts plus scheduling cost $149 a month per location. There is no free plan, but a free trial is available.

MarginKitchen turns restaurant POS, schedule, and vendor-invoice data into daily operating decisions before a shift begins; it works alongside those systems rather than replacing the POS. Demand Forecast estimates covers, items, and channel mix in 15-minute intervals. Smart Prep Planner recommends station pars, while Menu Margin Intelligence ranks dishes by margin and velocity. Labor Planner aligns shift coverage with forecast covers and SPLH guardrails, and Waste Tracker uses weekly waste to inform future plans. The integration directory lists 21 live connectors across POS, finance, labor, and suppliers, with CSV fallback for each provider; named POS connections include Toast, Square, Lightspeed, Revel, TouchBistro, and Clover. Managers must approve, edit, or reject recommendations, which do not automatically change prices, schedules, orders, or staffing. MarginKitchen is available on web and iOS. Single Location costs $119 a month, billed $1,428 billed annually, with a 14-day access period. The company says it completed a SOC 2 Type II audit in 2025 and that production data is encrypted at rest with AES-256 and in transit with TLS 1.3.