Lineup.ai
AI-powered sales forecasting and labor scheduling for restaurants
What is Lineup.ai? Complete Overview
Lineup.ai is an AI-driven platform designed to simplify demand forecasting and labor scheduling for restaurants. It leverages machine learning to provide accurate sales, labor, and menu item forecasts, helping restaurants optimize operations and reduce costs. The platform automates time-consuming tasks, giving managers more time to focus on strategic decisions. Lineup.ai is suitable for various types of restaurants, including cafes, fast-casual, quick-service, and franchise chains. It integrates with popular POS systems and offers real-time analytics to enhance operational efficiency and profitability.
Lineup.ai Interface & Screenshots

Lineup.ai Official screenshot of the tool interface
What Can Lineup.ai Do? Key Features
Accurate Sales Forecasting
Lineup.ai provides hourly, daily, and weekly sales forecasts using historical data and predictive analytics. This helps restaurants prepare for demand fluctuations and optimize inventory and staffing.
Labor Planning
The platform offers labor forecasting and scheduling tools to help restaurants meet labor cost targets while ensuring optimal staffing levels for excellent customer service.
Automated Scheduling
Lineup.ai automates shift scheduling, reducing manual errors and saving managers time. Employees can use the mobile app to check schedules, submit availability, and request shift changes.
Real-time Analytics
The platform transforms sales and labor data into actionable insights, allowing restaurants to monitor key metrics, compare performance, and make data-driven decisions.
Integration with POS Systems
Lineup.ai integrates with top restaurant POS systems like Toast, Square, and Clover, ensuring seamless data flow and accurate forecasting.
Best Lineup.ai Use Cases & Applications
Optimizing Labor Costs
A restaurant chain uses Lineup.ai to reduce labor costs by 300 basis points, resulting in annual savings of over $1 million.
Improving Customer Service
A fast-casual restaurant leverages Lineup.ai's forecasts to ensure optimal staffing levels, reducing wait times and enhancing customer satisfaction.
Reducing Food Waste
A cafe uses Lineup.ai's menu item forecasting to prepare the right amount of food, minimizing waste and improving profitability.
How to Use Lineup.ai: Step-by-Step Guide
Sign up for Lineup.ai and choose a plan that suits your restaurant's needs.
Integrate your POS system or upload historical sales data to the platform.
Configure your labor targets and scheduling preferences.
Receive automated sales and labor forecasts tailored to your restaurant's unique traits.
Use the real-time dashboard to monitor performance and make adjustments as needed.
Lineup.ai Pros and Cons: Honest Review
Pros
Considerations
Is Lineup.ai Worth It? FAQ & Reviews
Lineup.ai uses historical sales and demand intelligence data with machine learning to create accurate sales and labor forecasts. Each restaurant location has its own prediction model.
The standard plan is $149 per location per month. Detailed pricing is available on the pricing page.
Yes, Lineup.ai integrates with Toast, Brink POS, Square, Clover, and others. The platform is designed for easy integration with various data sources.
Yes, Lineup.ai offers a risk-free trial period. If the forecasts don't meet your expectations, you can get a full refund.
No, you can use Lineup.ai's sales forecasts without utilizing the scheduling features.