AI Across the 360° Customer Journey: Transforming Retail from Discovery to Loyalty

A fundamental shift reshapes retail as computational systems take over tasks traditionally handled by experienced merchants. Store layouts and online interfaces now reconfigure themselves based on visitor profiles, creating unique experiences for each shopper. Each click, hover, and purchase feeds algorithms that build detailed preference maps for millions of customers simultaneously. Weather data triggers umbrella promotions before the first raindrop falls. Social media chatter identifies trending products faster than any buyer could spot them. Smartphones equipped with image recognition let shoppers photograph anything and find it for sale instantly. Search functions interpret everyday language, eliminating the need to navigate complex menu structures. Distribution facilities achieve remarkable accuracy through automated systems that position inventory according to sophisticated demand models. Product costs shift hourly, with algorithms weighing profitability against market competition continuously. Modern commerce blends channels seamlessly—morning browsing leads to afternoon virtual previews and evening store pickups. Merchants base inventory decisions on algorithmic predictions, delivery networks adjust paths based on traffic conditions, and marketers generate personalized content for countless micro-audiences simultaneously. Success requires more than installing new systems. Companies must transform their structures, cultivate adaptable talent, and establish performance indicators suited to fluid market conditions. Leading retailers integrate these technologies throughout their operations, constructing organizations that evolve continuously alongside customer expectations.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-07-19
DOI
https://doi.org/10.5281/zenodo.16110613
Primary Topic
Consumer Retail Behavior Studies
Type
article
Field-Weighted Citation Impact
0.00
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article

AI Across the 360° Customer Journey: Transforming Retail from Discovery to Loyalty

Zenodo (CERN European Organization for Nuclear Research)
Consumer Retail Behavior Studies
article

AI Across the 360° Customer Journey: Transforming Retail from Discovery to Loyalty

article en

Abstract

A fundamental shift reshapes retail as computational systems take over tasks traditionally handled by experienced merchants. Store layouts and online interfaces now reconfigure themselves based on visitor profiles, creating unique experiences for each shopper. Each click, hover, and purchase feeds algorithms that build detailed preference maps for millions of customers simultaneously. Weather data triggers umbrella promotions before the first raindrop falls. Social media chatter identifies trending products faster than any buyer could spot them. Smartphones equipped with image recognition let shoppers photograph anything and find it for sale instantly. Search functions interpret everyday language, eliminating the need to navigate complex menu structures. Distribution facilities achieve remarkable accuracy through automated systems that position inventory according to sophisticated demand models. Product costs shift hourly, with algorithms weighing profitability against market competition continuously. Modern commerce blends channels seamlessly—morning browsing leads to afternoon virtual previews and evening store pickups. Merchants base inventory decisions on algorithmic predictions, delivery networks adjust paths based on traffic conditions, and marketers generate personalized content for countless micro-audiences simultaneously. Success requires more than installing new systems. Companies must transform their structures, cultivate adaptable talent, and establish performance indicators suited to fluid market conditions. Leading retailers integrate these technologies throughout their operations, constructing organizations that evolve continuously alongside customer expectations.

Zenodo (CERN European Organization for Nuclear Research)
Film Independent (US)
Openalex Percentile: Top 45%
Consumer Retail Behavior Studies
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