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Lineup.ai

AI-powered sales forecasting and labor scheduling for restaurants

AIforecastingschedulingrestaurantlabor optimizationRestaurant ManagementAI ToolsBusiness Analytics
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Collected: 2025/11/7

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 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

1

Sign up for Lineup.ai and choose a plan that suits your restaurant's needs.

2

Integrate your POS system or upload historical sales data to the platform.

3

Configure your labor targets and scheduling preferences.

4

Receive automated sales and labor forecasts tailored to your restaurant's unique traits.

5

Use the real-time dashboard to monitor performance and make adjustments as needed.

Lineup.ai Pros and Cons: Honest Review

Pros

Highly accurate forecasts, often within 2-3% of actual sales.
Automates labor scheduling, saving managers time and reducing errors.
Integrates with popular POS systems for seamless data flow.
Provides real-time analytics for data-driven decision-making.
Scalable for restaurants of all sizes, from single locations to large chains.

Considerations

Pricing may be high for small, independent restaurants.
Requires integration with POS systems for optimal performance.
Limited customization options for advanced users.

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.

How Much Does Lineup.ai Cost? Pricing & Plans

Forecasts Only

$79/loc/month
Unlimited users and employees
Automated, AI-generated forecasts
Custom Labor Allowance Budget
Integrations
Real-time sales forecast dashboard
Item-level forecasting

Forecasts + Scheduling

$149/loc/month
Unlimited users and employees
Automated, AI-generated forecasts
Schedule builder
Automated scheduling
Schedule templates
Custom Labor Allowance Budget
Mobile apps for employees
Integrations
Real-time sales forecast dashboard
Item-level forecasting
Insights analytics

Lineup.ai Support & Contact Information

Last Updated: 11/7/2025
Data Overview

Monthly Visits (Last 3 Months)

2025-07
4400
2025-08
4202
2025-09
11431

Growth Analysis

Growth Volume
+7.2K
Growth Rate
172.00%
User Behavior Data
Monthly Visits
11431
Bounce Rate
0.6%
Visit Depth
1.3
Stay Time
0m
Domain Information
Domainlineup.ai
Created Time12/16/2017
Domain Age2,883 days
Traffic Source Distribution
Search
38.1%
Direct
42.3%
Referrals
8.2%
Social
9.9%
Paid
1.0%
Geographic Distribution (Top 5)
#1US
62.3%
#2VN
25.2%
#3GB
12.5%
#4-
-
#5-
-
Top Search Keywords (Top 5)
1
profile that a good restaurant manager must-have.
-
2
restaurant cash flow statement template
170
3
ia line up
90
4
cost of f&b inefficiencies
450
5
best restaurant ai scheduling
90