DishMath vs Lineup.ai

DishMath gives independent restaurants a way to examine the costs and margins of individual menu items, then sends weekly recommendations by SMS. It calculates food cost, labor cost, and contribution margin from POS sales and supplier invoices. Its weekly menu analysis sorts dishes into Stars, Plowhorses, Puzzles, or Dogs according to popularity and margin. Listed connections include Toast, Square for Restaurants, Clover, QuickBooks Online, and Xero, as well as labor tools, supplier invoice sources, and services such as DoorDash and OpenTable. TouchBistro, Lightspeed, and Revel connections are labeled beta; CSV import is offered as a fallback. The product runs on web and provides an API, including rate-limited REST access and webhooks for agencies and accountants. Group costs $149 a month, billed month-to-month; Solo costs $199 a month, billed month-to-month. Annual billing is listed as two months free. There is no free plan, but a 14-day trial is available.

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.