customer engagement
30 articles about customer engagement in AI news
Tulip and Salesfloor Merge to Scale AI-Powered Retail Engagement
Tulip, a mobile retail platform, and Salesfloor, a clienteling and virtual selling solution, have announced a merger. The combined entity aims to scale AI-powered customer engagement for retailers, focusing on unifying in-store and online experiences.
Movable Ink Launches Programmatic CRM With AI Agents for Personalized
Movable Ink launched Programmatic CRM with AI agents on June 18, 2026, automating personalized content creation and customer engagement for brands. The platform leverages real-time data to generate tailored content across email, web, and mobile, reducing manual effort while scaling personalization.
Shopify Details Generative AI Use Cases for Ecommerce (2026)
Shopify's 2026 guide details generative AI use cases for ecommerce, including conversational AI for sales and product catalog management via the Storefront API. This matters as retailers seek practical AI integrations to enhance operations and customer engagement.
When AI Becomes the Buyer: How Agentic Commerce is Reshaping Retail
The Wall Street Journal examines the emerging trend of 'Agentic Commerce,' where AI agents autonomously research, compare, and purchase products. This represents a fundamental shift in the retail landscape, moving beyond simple chatbots to systems that act as independent buyers, requiring brands to fundamentally rethink digital strategy, pricing, and customer engagement.
Tesla FSD V14.3 Released, Begins Rollout to Customer Fleet
Tesla has officially released FSD (Supervised) V14.3, beginning its rollout to the customer fleet. This marks the first major public update since the V12 architectural shift to end-to-end neural networks.
How Personalized Recommendation Engines Drive Engagement in OTT Platforms
A technical blog post on Medium emphasizes the critical role of personalized recommendation engines in Over-The-Top (OTT) media platforms, citing that most viewer engagement is driven by algorithmic suggestions rather than active search. This reinforces the foundational importance of recommendation systems in digital content consumption.
AI-Powered Search Makes Customer Reviews a Critical SEO Battleground
AI search engines like ChatGPT and Perplexity are reshaping product discovery by synthesizing customer reviews into recommendations. Brands are now aggressively soliciting detailed reviews to optimize for this new discovery layer, treating review volume and quality as a form of AI SEO.
Agentic AI for Luxury: How Autonomous Customer Orchestration Transforms High-Value Relationships
Salt XC's investment in William Thomas Digital signals the maturation of AgenticCX—AI systems that autonomously orchestrate personalized customer journeys. For luxury brands, this means moving from reactive campaigns to proactive, context-aware relationship management at scale.
U.K. Retail Loyalty Enters AI Era as M&S
Marks & Spencer, Tesco, and Boots are implementing AI to analyze customer data and deliver hyper-personalized rewards and offers within their loyalty programs. This marks a strategic shift from one-size-fits-all schemes to predictive, individualized engagement to boost retention and spending.
Mytheresa is using AI to find future VIPs
Mytheresa applies AI to predict future VIPs from early customer data, using browsing and purchase signals to drive personalization. This matters for luxury e-commerce as it shifts retention from reactive to proactive.
Pinterest Builds Dedicated Conversion Candidate Generation Model
Pinterest details the design and deployment of a dedicated shopping conversion candidate generation model, replacing engagement-based retrieval. Key innovations include a parallel DCN v2 and MLP architecture (+11% recall) and a unified multi-task approach that boosted conversion recall by +42% over their 2023 model.
AutoZone, Home Depot, Macy’s, and Ulta Partner with Google for Agentic AI
AutoZone, Home Depot, Macy’s, and Ulta Beauty have entered into partnerships with Google Cloud to implement agentic AI solutions. These systems, built on Google's Gemini models, aim to handle complex, multi-step customer interactions. The move signals a shift from experimental chatbots to more autonomous, task-completing AI agents in retail.
Adobe, NVIDIA, WPP Launch Enterprise AI Agents for Marketing with OpenShell
NVIDIA expands collaborations with Adobe and WPP to build agentic AI systems for enterprise marketing workflows. The stack uses NVIDIA's OpenShell runtime to enforce security and policy compliance in multi-step creative and customer experience tasks.
Four Seasons Kuala Lumpur Deploys AI to Personalize Luxury Event Experiences
The Four Seasons Kuala Lumpur is introducing AI to create personalized event experiences, from tailored menus to dynamic ambiance. This is part of a broader trend where luxury hotels are testing AI as a tool for deeper guest engagement and service differentiation.
Agentic AI Emerges as a Strategic Force in Private Label and Loyalty
Three industry reports highlight the growing adoption of 'agentic AI' in retail. The technology is being used to streamline private label product development and create highly personalized customer loyalty experiences, moving beyond simple chatbots to autonomous workflow orchestration.
Rapid Interest Shifts in Recommender Systems: A Case Study on Instagram Reels
A personal experiment demonstrates the remarkable speed at which Instagram's Reels recommendation system detects and responds to changes in user engagement patterns, highlighting the real-time adaptability of modern algorithms.
New Research Proposes Authority-aware Generative Retrieval (AuthGR) for
A new arXiv paper introduces an Authority-aware Generative Retriever (AuthGR) framework. It uses multimodal signals to score document trustworthiness and trains a model to prioritize authoritative sources. Large-scale online A/B tests on a commercial search platform report significant improvements in user engagement and reliability.
Oracle Blog Critiques the 'Guesswork' in Current CRM AI for Marketing
An Oracle blog post critiques the state of AI in CRM systems, asserting that most solutions still deliver vague insights that force marketing teams to guess rather than providing clear, actionable intelligence. This highlights a critical gap between AI promise and practical utility in customer relationship management.
EXCLUSIVE Q&A: Bain & Co. Analyzes Next-Gen AI in Retail Marketing
Consulting giant Bain & Company provides expert analysis on the evolution of AI in retail marketing, detailing how next-generation generative AI is shifting from operational efficiency to driving personalized engagement and growth.
ContextSim: A New LLM Framework for Context-Aware Recommender System Simulation
A new arXiv preprint introduces ContextSim, a framework that uses LLM agents to simulate users interacting with recommender systems within realistic daily scenarios (time, location, needs). Experiments show it generates more human-aligned interactions and that RS parameters optimized with it yield improved real-world engagement.
Agentic AI in Retail: Experts Warn Against Shifting Liability to Consumers
Industry experts warn that the rush to implement agentic AI in retail carries significant risk. If brands attempt to shift liability for AI mistakes onto customers, they could erode hard-won consumer trust and face increased regulatory scrutiny.
Computer Vision's Retail Applications: A Look at Current Use Cases
An article from vocal.media details five real-world applications where computer vision is transforming retail operations, including inventory tracking, loss prevention, and customer analytics.
Walmart Research Proposes Unified Training for Sponsored Search Retrieval
A new arXiv preprint details Walmart's novel bi-encoder training framework for sponsored search retrieval. It addresses the limitations of using user engagement as a sole training signal by combining graded relevance labels, retrieval priors, and engagement data. The method outperformed the production system in offline and online tests.
CRM Platforms Are Evolving into AI Agent Hubs
The article reports a strategic shift where CRM systems like Salesforce and HubSpot are becoming platforms for deploying and managing AI agents. This evolution enables automated, multi-step customer interactions directly within the customer data environment.
Google News Feed Shows AI Virtual Try-On as Active Retail Trend
A Google News feed item highlights 'Fashion Retailers Adopt AI Virtual Try-On' as a topic. This indicates the technology has reached a threshold of news volume and engagement to be surfaced by algorithms as a significant trend, not a niche experiment.
Bilibili Revamps Its Recommendation Algorithm Amid Investor Pressure
Bilibili is implementing a significant update to its content recommendation algorithm. The move is a strategic response to pressure from investors seeking improved user engagement metrics and platform growth.
Genspark Raises $385M at $1.6B Valuation, Scales AI Agent Platform After Strong Japan Traction
Genspark has raised $385 million at a $1.6 billion valuation to scale its AI Agent platform. The funding follows strong user engagement in Japan and will accelerate the commercialization of its 'AI Workspace' for enterprises.
Netflix Study Quantifies the True Value of Personalized Recommendations
A new study using Netflix data finds its personalized recommender system drives 4-12% more engagement than simpler algorithms. The research reveals that effective targeting, not just exposure, is key, with mid-popularity titles benefiting most.
Andrej Karpathy: AI Industry Must Reconfigure for Agent-Centric Future, Not Human Users
Andrej Karpathy argues the AI industry's fundamental customer is shifting from humans to AI agents acting on their behalf, requiring substantial architectural and business refactoring.
Alibaba to Deploy AI 'Digital Workforce' for Millions of Taobao, Tmall Merchants by End of March
Alibaba will launch autonomous AI agents for Taobao and Tmall merchants by March's end, automating customer service, pricing, and promotions. The move, accelerated by the OpenClaw frenzy, aims to create a 24/7 'digital workforce' for China's largest e-commerce platform.