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Over 50 criteria for selecting AI merchandising application [+BONUS]
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Shelf management automation

Over 50 criteria for selecting AI merchandising application [+BONUS]

When preparing this article, my intention was not to recommend a particular in-store merchandising application. My goal is to help you make the right decision — one that will enable your teams to work comfortably, at an affordable price, and provide the security and data you need to grow your sales. What does the world have to offer in terms of AI merchandis...

Paweł Majsiej Paweł Majsiej 02 Sep 2025 6 min reading All categories
Raport: napoje energetyzujące w Polsce 2024

Energy drinks 2024: industry view through the lens of AI

Since the beginning of 2024, a ban on selling energy drinks to minors has been in effect in Poland. We found it interesting to examine whether and how this lega...

Dorota Grygiel Dorota Grygiel-Zwojszczyk 31 Mar 2025 3 min reading
Automatyczne badanie półki i standardy merchandisingowe w sklepie

How to maintain merchandising standards and a perfect store thanks to AI [VIDEO]

Store display and the merchandising standards that define it are one of the basic means of influencing customers in the store. A consumer entering a supermarket...

Paweł Majsiej Paweł Majsiej 29 Feb 2024 5 min reading

Price on shelf different from price at checkout - what should the shop do?

Who has not encountered a situation when at the store checkout, the price of the product was higher than the price on the shelf? There is a lot of advice for co...

Avatar Patrycja Łatkowska 08 Sep 2023 5 min reading
Nutricia Shelf Recognition Sebastian Zapała

How to implement Shelf Recognition tool, organize the processes and win the market?

Nutricia Poland is definitely widely recognizable on the Polish market, especially among parents of young children. The products of the company, with its brands...

Paweł Majsiej Paweł Majsiej 07 Mar 2023 11 min reading
eleader-shelf-recognition-ai-zmienia-oblicze-handlu-w-danone-polska

Shelf Recognition AI changes the way of managing exposition at DANONE Poland

Solutions that use artificial intelligence to manage the availability of products on store shelves are often referred to as the sixth sense of sales reps. This...

Paweł Majsiej Paweł Majsiej 26 Aug 2022 4 min reading
eleader-shelf-recognition-ai

Your shelf data is not reliable... Unless you have Shelf Recognition

Modern sales are an area of commerce that increasingly relies on data. In a world where almost everything can be measured and calculated, the area left to subje...

Paweł Majsiej Paweł Majsiej 25 Aug 2022 9 min reading
Shelf Recognition AI cover

Is your product shelf keeping up with the sales?

Sales volume data provides a fairly decent insight into the market and your company’s position in relation to the competition. What analyses based on sales repo...

Paweł Majsiej Paweł Majsiej 04 Mar 2022 4 min reading
eLEader Shelf Recogmition AI planogram

Effective display of FMCG products without a planogram?

If you are an FMCG manufacturer, then you surely notice the correlation between sales and in-store product visibility. Likewise, you are no stranger to the chal...

Paweł Majsiej Paweł Majsiej 27 Apr 2021 5 min reading
AI brain_fetured_image

Image recognition and artificial intelligence in sales and merchandising

It is over 20 years since Garry Kasparov lost to the supercomputer Deep Blue. We can deem that moment to be the beginning of the modern era of artificial intell...

Paweł Majsiej Paweł Majsiej 09 Jan 2019 7 min reading
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