Aug 06, 2025
Yet, when planning in-store displays, some brands succumb to retail display mistakes that can detract from the shopping experience, and ultimately, sales. In this article, we delve into
Feb 27, 2026
We develop three solution approaches that are based on efficient pre-processing and a nonlinear binary integer programming formulation of the problem. The computation tests based on
Jan 06, 2026
If you''re seeing an "Insufficient storage available" message on your Android, chances are that you''ve used up most of your device''s available
Oct 07, 2025
Learn how to efficiently maximize shelf space for new inventory with practical merchandising strategies in our latest article.
May 01, 2026
Learn about on-shelf availability, its importance, challenges, and strategies for improvement. Discover future trends and expert insights to optimize your retail
May 01, 2026
A practical guide to shelf space optimization in retail—covering planograms, execution challenges, real-world examples, and how to drive consistent in-store results.
Feb 12, 2026
Many businesses face warehouse capacity issues, but you can increase space without moving by optimizing inventory and using slotting techniques.
Jul 18, 2025
In this article we review five tried-and-true ways to fix common mistakes when it comes to your in-store retail displays.
Jul 05, 2026
Ensuring high On-Shelf Availability (OSA) is essential for retailers today. It is a measure of retailer performance. Out-of Stock is a major problem in
Jul 30, 2025
This inventory management article delves into the different Inventory Problems faced by inventory managers in the wholesale and distribution industry and offers
Dec 19, 2025
The results show that our approach is able to solve large data sets with up to 200 items within a reasonable time, especially when considering that a tactical planning problem is addressed.
Jun 03, 2026
There are a few best-practice retail techniques when it comes to optimising shelf capacity (or shelf facings) and stock purchases. As research has found, displaying more of an item
May 09, 2026
Shelf-space optimization models support retailers in making optimal shelf-space decisions. They determine the number of facings for each item
Sep 23, 2025
Shelf space allocation is the problem of methodologically allocating products on shelves in retail stores to maximize profit, improve clients'' satisfaction, and improve stock management.
Jun 21, 2026
It was only possible to exactly solve the problem for a four-item case, although no integer facings values were assumed. Abbott and Palekar (2008) inte-grate inventory aspects into their shelf space problem
Jun 11, 2026
Let''s discover the most common warehouse management problems and how to fix them with practical solutions designed to improve the overall
Nov 11, 2025
Retail shelf space optimization is a critical factor for success in today''s competitive retail landscape. With a plethora of products and brands vying for the attention of
May 02, 2026
Why Improving On-Shelf Availability Is Not Just a Supply Problem Imagine YourCompany, a new soft drinks brand, preparing for a major product
Sep 07, 2025
Most factories have 20-40% more capacity than they realize. Learn how to find your real bottleneck, 5 ways to increase capacity without capital
Nov 17, 2025
Learn the top 5 retail merchandising challenges and their effective solutions. Improve your store''s performance today. Read now!
Aug 16, 2025
The planning problem at hand is a multi-product shelf space allocation problem where demand is a composite function of the shelf space allocated and assortment-related demand
Mar 25, 2026
Discover the best practices for effective shelf management in retail to improve product visibility, boost sales, and create a seamless shopping experience.
Jul 13, 2026
ParallelDots helps solve key retail merchandising challenges using AI-powered
Oct 22, 2025
When store shelves are empty, people clearly notice. While that''s a problem, the bigger issue is what people are missing before that empty shelf becomes apparent. Let''s look at that for a
Nov 18, 2025
Putting together an optimal warehouse layout can solve this problem. This includes maximizing use of the floor space and vertical space while leaving enough room for warehouse
Jun 03, 2026
Learn how to forecast demand, balance overcapacity and undercapacity, align your capacity planning with your strategic goals, communicate and coordinate your
Jun 13, 2026
Effective shelf management is crucial for retailers to maximize their sales potential and create a positive shopping experience for their customers. In this article, we will explore the key
Nov 23, 2025
Retail Shelf Strategy Guide 2026 explains how placement, planograms and data improve shelf visibility and sales performance.
Feb 27, 2026
Traditionally, display cases are packed separately, shipped to a 3PL, and manually assembled—resulting in double handling costs. But modern co-packing strategies offer alternatives:
Sep 06, 2025
The goal of a Shelf Availability and Out-of-Stock Analysis in the consumer packaged goods (CPG) industry is to assess how well a company''s products are stocked and available to consumers in retail
Jun 01, 2026
Often, you see warehouses that are too full; in fact aiming for a 100% capacity is a misconception. It only causes constraints in available space and hinders operations!
Jun 08, 2026
Common capacity management challenges and how to solve them Before you attempt to plan for the long-term needs of your business, it''s
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