The retail industry continues to be a hotbed of patent innovation. Activity is driven by data analytics, e-commerce, and supply chain risk management and the growing importance of technologies such as augmented, virtual and mixed reality, among other AI-based technologies. In the last three years alone, there have been over 59,000 patents filed and granted in the retail industry, according to GlobalData’s report on Innovation in retail: location-based personalization. Buy the report here.
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However, not all innovations are equal and nor do they follow a constant upward trend. Instead, their evolution takes the form of an S-shaped curve that reflects their typical lifecycle from early emergence to accelerating adoption, before finally stabilizing and reaching maturity.
Identifying where a particular innovation is on this journey, especially those that are in the emerging and accelerating stages, is essential for understanding their current level of adoption and the likely future trajectory and impact they will have.
50+ innovations will shape the retail industry
According to GlobalData’s Technology Foresights, which plots the S-curve for the retail industry using innovation intensity models built on over 126,000 patents, there are 50+ innovation areas that will shape the future of the industry.
Within the emerging innovation stage, AR-assisted shopping, planogram optimization, on-demand digital mfg are disruptive technologies that are in the early stages of application and should be tracked closely. Self-checkout, personalized lookbooks, location-based personalization are some of the accelerating innovation areas, where adoption has been steadily increasing. Among maturing innovation areas are video commerce and in-store shopping assistance, which are now well established in the industry.
Innovation S-curve for the retail industry
Location-based personalization is a key innovation area in retail
Location-based personalization allows retailers to use technologies that tap into the location of a customer’s smartphone to create targeted and localized campaigns, to alert shoppers to deals in the vicinity, provide location-based relevant information such as products and pricing, as well as generate personalized recommendations based on shopping preferences in and around the location.
GlobalData’s analysis also uncovers the companies at the forefront of each innovation area and assesses the potential reach and impact of their patenting activity across different applications and geographies. According to GlobalData, there are 145+ companies, spanning technology vendors, established retail companies, and up-and-coming start-ups engaged in the development and application of location-based personalization.
Key players in location-based personalization – a disruptive innovation in the retail industry
‘Application diversity’ measures the number of applications identified for each patent. It broadly splits companies into either ‘niche’ or ‘diversified’ innovators.
‘Geographic reach’ refers to the number of countries each patent is registered in. It reflects the breadth of geographic application intended, ranging from ‘global’ to ‘local’.
Patent volumes related to location-based personalization
Source: GlobalData Patent Analytics
The leading players in the location-based personalization space in terms of patents filed are Gogoro, Nuro, Cox Enterprises, Walmart and Emerging Automotive. Walmart recently updated its app and site to provide location-based product recommendation based on what’s trending in the area, while being personalized to each shopper’s preferences.
Gogoro is the leading company in location-based personalization in terms of application diversity, while OPTIMUM and Cox Enterprises are in the second and third positions respectively.
By geographic reach, Nuro leads the pack, followed by Nio and TomTom.
The prospects of location-based personalization are set to expand with technological improvements, allowing retailers to provide real-time updates based on location and shopping habits as well as generate geo-targeted engagement initiatives and marketing campaigns using predictive analysis.
To further understand the key themes and technologies disrupting the retail industry, access GlobalData’s latest thematic research report on Retail.
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GlobalData, the leading provider of industry intelligence, provided the underlying data, research, and analysis used to produce this article.
GlobalData’s Patent Analytics tracks patent filings and grants from official offices around the world. Textual analysis and official patent classifications are used to group patents into key thematic areas and link them to specific companies across the world’s largest industries.
