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The latest AI stories, analysis and developments relevant to Consumer Retail — curated daily by Best Practice AI.

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200 articles

Consumer & RetailAdoption & Impact
Daily Brew· Yesterday

Alibaba Revolutionizes Taobao Shopping with AI-Powered Conversational Commerce Platform

Alibaba is embedding its Qwen AI platform into Taobao to transform shopping through conversational interfaces, marking its largest AI initiative.

Consumer & RetailLabor & Society
Arxiv· Yesterday

Exploring the "Banality" of Deception in Generative AI

arXiv:2605.07012v1 Announce Type: cross Abstract: Current approaches to addressing deceptive design largely focus on visible interface manipulations, commonly referred to as "dark patterns". With the rise of generative AI, deception is becoming more difficult to spot and easier to live with, as it is quietly embedded in default settings, automated suggestions, and conversational interactions rather than discrete interface elements. These subtle, normalised forms of influence, which Simone Natale frames as "banal deception", shape everyday digital use and blur the line between AI-enabled assistance and manipulation. This position paper explores banality as a lens through which to reason through deception in generative AI experiences, especially with chatbots. We explore what Natale describes as users' own involvement in their deception, and argue that this perspective could lead to future work for introducing friction to safeguard users from deception in generative AI interactions, such as empowering users through raising awareness, providing them with intervention tools, and regulatory or enforcement improvements. We present these concepts as points for discussion for the deceptive design scholarly community.

Consumer & Retail
Daily Brew· 3d ago

Amperity Unveils Real-Time AI Capabilities

Amperity has launched real-time AI capabilities and new assistants at Amplify 2026, aimed at enhancing personalized customer engagement through integrated decision-making systems.

Consumer & RetailAdoption & Impact
Daily Brew· 3d ago

Popular dating app Bumble is killing off the 'swipe' in favor of AI matchmaking

Bumble is phasing out its iconic swipe mechanic, replacing it with an AI-driven matchmaking system.

Consumer & Retail
Daily AI News May 8, 2026: OpenAI Turns Voice AI into Real Capability· 4d ago

The New Rules of Customer Experience in the Age of Agents

This article discusses how AI agents and answer engine optimization are transforming customer experience, discovery, and brand engagement.

Consumer & Retail
Artificial Intelligence Newsletter | May 8, 2026· 5d ago

EU's simplified AI rulebook creates 'dangerous loopholes,' consumer group warns

The consumer group BEUC warned that the EU's newly adopted AI Omnibus creates dangerous loopholes and rolls back key consumer protections.

Consumer & RetailEconomics & Markets
Artificial Intelligence Newsletter | May 6, 2026· 6d ago

Coalition calls for ban on surveillance pricing, electronic shelf labels in New York

A coalition is calling for a ban on surveillance pricing and electronic shelf labels in New York.

Consumer & RetailAdoption & Impact
Arxiv· 6d ago

Deco: Extending Personal Physical Objects into Pervasive AI Companion through a Dual-Embodiment Framework

arXiv:2605.03882v1 Announce Type: cross Abstract: Individuals frequently form deep attachments to physical objects (e.g., plush toys) that usually cannot sense or respond to their emotions. While AI companions offer responsiveness and personalization, they exist independently of these physical objects and lack an ongoing connection to them. To bridge this gap, we conducted a formative study (N=9) to explore how digital agents could inherit and extend the emotional bond, deriving four design principles (Faithful Identity, Calibrated Agency, Ambient Presence, and Reciprocal Memory). We then present the Dual-Embodiment Companion Framework, instantiated as Deco, a mobile system integrating multimodal Large Language Models (LLMs) and Augmented Reality to create synchronized digital embodiments of users' physical companions. A within-subjects study (N=25) showed Deco significantly outperformed a personalized LLM-empowered digital companion baseline on perceived companionship, emotional bond, and design-principle scales (all p<0.01). A seven-day field deployment (N=17) showed sustained engagement, subjective well-being improvement (p=.040), and three key relational patterns: digital activities retroactively vitalized physical objects, bond deepening was driven by emotional engagement depth rather than interaction frequency, and users sustained bonds while actively navigating digital companions' AI nature. This work highlights a promising alternative for designing digital companions: moving from creating new relationships to dual embodiment, where digital agents seamlessly extend the emotional history of physical objects.

PaywallConsumer & RetailEconomics & Markets
Bloomberg· 6d ago

Coupang Warns of 2026 Slowdown After Data Breach Hits Spending

Coupang Inc. warned revenue growth will slow this year after a bigger-than-expected March-quarter loss, reflecting the extent to which a historic cyber-intrusion is depressing spending across South Korea’s biggest online retail platform.

Consumer & RetailLabor & Society
Arxiv· 6d ago

Beyond Distributive Justice: Hermeneutical Fairness in Ad Delivery

arXiv:2605.03419v1 Announce Type: new Abstract: Fairness in online advertising is often formalized as a distributive justice problem, aiming to ensure that impressions, opportunities, or outcomes are allocated comparably across protected groups. Yet online advertising can still produce harms arising from ads' content and from how recipients interpret and uptake them. To capture this dimension, we draw on Miranda Fricker's notion of hermeneutical injustice. We model ad delivery as a mechanism that distributes interpretative resources and can fail in two ways: relevant concepts can be withheld through systematic under-exposure, leading to hermeneutical deprivation; and recipients may experience hermeneutical distortions when saturated with low-uptake or skewed framings. Grounded in exploratory correlational patterns from the AIDS Advertising Evaluation surveys (1986-1987), we introduce a group-level hermeneutical fairness constraint and a hermeneutically aware utility cost. We integrate them into a benchmark, utility-driven ad allocation framework that already enforces distributive justice, yielding a distributively fair, hermeneutically aware framework that prevents deprivation and distortion from concentrating within protected groups. Through controlled simulations, we explore trade-offs between economic utility, classical distributive fairness constraints, and hermeneutical cost. The results show that purely utility-based allocation drives under-delivery to the disadvantaged group. When the hermeneutical stakes of withholding ads are high, distributive constraints reduce hermeneutical cost at modest utility loss. Conversely, weighting hermeneutical cost without distributive constraints can yield policies concentrated on the disadvantaged group. These findings motivate expanding fairness analyses of online advertising beyond distributive notions to include epistemic conditions of interpretation and uptake.

Consumer & RetailEconomics & Markets
Arxiv· 6d ago

Consumer Choice Over Shopping Baskets

arXiv:2511.11846v2 Announce Type: replace Abstract: I introduce a novel approach to structural modelling and estimation of continuous demand systems, utilising consideration sets to analyse differentiated products markets with very large choice sets and purchases over multiple goods, multiple units, and across product categories. I apply it to study intra-store competition in the Portuguese supermarket industry between 2020 and 2023, during which the country faced the COVID pandemic. Anonymised transaction-level point-of-sale data is sufficient to estimate price elasticities across almost 30 000 goods and more than 500 product categories. Results suggest mark-ups remained stable throughout the sample period, with a short-lived, slight increase post-pandemic observed only in the highest-mark-up-percentile goods. The implied mark-ups match observed price volatility, profit margin surveys, as well as reports on shifting consumer tastes during the sample period.

PaywallConsumer & Retail
WSJ· 4 May 2026

The CEO of Saks Global Says the Company Is Ready for a Comeback

Geoffroy van Raemdonck has a plan to return the luxury retailer to profitability and start growing again.

PaywallConsumer & Retail
FT· 4 May 2026

Ebay weighs GameStop’s unsolicited $56bn offer for online marketplace

Video game retailer offers $125 a share for resale web group with plans to bring in ‘entrepreneurial mindset’

PaywallConsumer & RetailAdoption & Impact
FT· 4 May 2026

‘It’s crucial’: how AI is reshaping the fragrance industry

From hyper-personalisation to cutting costs, artificial intelligence is getting a hold on your perfume cabinet

Consumer & Retail
Reuters· 4 May 2026

Dairy Queen pauses Middle East growth plans

Dairy Queen has put expansion plans in the Middle East on hold due to war in Iran and supply-chain disruptions.

Consumer & Retail
Top Daily Headlines· 4 May 2026

Old Phones Could Save the Industry

That old phone in the kitchen drawer could save an industry. Users have less cash to burn and less patience for AI in new models... now where to get the used stock

PaywallConsumer & RetailAdoption & Impact
FT· 4 May 2026

Restaurants lean on AI to cut waste and reduce costs

Hospitality sector has been slower than others at adopting the technology

Consumer & RetailAdoption & Impact
Daily AI News May 4, 2026: How Do You Actually Test AI at Scale?· 4 May 2026

How to Move from AI Experimentation to AI Transformation

This article provides a framework for scaling AI beyond fragmented pilots, using a Lowe's case study to illustrate the path toward enterprise-wide AI transformation.

Consumer & RetailTechnology & Infrastructure
Retail Dive· 4 May 2026

Agentic AI, fraud and the fight for customer loyalty | Retail Dive

As AI-powered commerce grows into a multi-trillion-dollar space, speed, personalization, and automation are becoming standard expectations. However, this shift fundamentally changes how security must be approached. When bots act on behalf of users, businesses are no longer verifying just a person. They must also verify the legitimacy and authority of the agent acting for them. This introduces a new layer of complexity that many current systems ...

Consumer & Retail
Guardian· 3 May 2026

Guilty until proven innocent: shoppers falsely identified by facial recognition system struggle to clear their names

People shamed and ordered to leave shops after being misidentified then ‘given no help’ to investigate verdicts

PaywallConsumer & Retail
WSJ· 2 May 2026

Why eBay, in Its Latest Incarnation, Is a Takeover Target for GameStop

A focus on collectibles could make the online marketplace a match for the videogame retailer.

PaywallConsumer & Retail
NYT· 1 May 2026

Thermos Recalls 8.2 Million Jars and Bottles After Customers Are Injured

The company received reports that the stoppers on some of its products had “forcefully ejected,” striking customers and causing permanent vision loss in a few cases, safety regulators said.

PaywallConsumer & Retail
WSJ· 1 May 2026

Estee Lauder Raises Fiscal-Year Outlook as Turnaround Continues to Bear Fruit

Estee Lauder Companies boosted its full-year profit outlook and said it will cut more jobs in its restructuring than it initially expected.

Consumer & Retail
Fortune· 1 May 2026

A Mark Cuban–backed vegan cheese company trained AI to scrutinize cardboard boxes. It’s saved $400,000

Austin-based Rebel Cheese says an AI agent helped uncover shipping-box overcharges after a holiday rush and has saved the company $400,000 in one year.

Consumer & Retail
Guardian· 1 May 2026

The best pressure washers in the UK for cleaning garden furniture and patios – tested

Our expert puts the best power washers through their paces on the toughest – and muckiest – outdoor chores, from grimy paving slabs to dirty decking • The best lawnmowers to keep your grass in check The trouble with the great outdoors is that it gets a bit untidy. Your garden tools might do a good job of keeping your plot in check, but keeping your patio, decking and outdoor furniture spick and span can take hours, especially if you rely on a bucket of soapy water and a scrubbing brush. That’s where a pressure washer comes in.

Consumer & RetailAdoption & Impact
Modern Retail· 1 May 2026

Retailers are rushing to build AI apps. It's unclear if shoppers will use them

Retailers and brands are launching shopping apps within ChatGPT and Claude at a rapid pace. It's unclear if shoppers are equally as excited.

Consumer & RetailEconomics & Markets
Theregister· 1 May 2026

That old phone in the kitchen drawer could save an industry

Users have less cash to burn and less patience for AI in new models... now where to get the used stock Secondhand phones sales are booming - relatively speaking - and the industry has rising inflation, AI bloat, and consumers' growing apathy toward overpriced new handsets to thank for it.…

Consumer & RetailAdoption & Impact
Arxiv· 1 May 2026

Guiding without Generating: Artificial Intelligence (AI)-Enabled Topic Nudges in Online Reviews

arXiv:2511.09877v2 Announce Type: replace Abstract: Digital platforms increasingly face a common challenge in the age of artificial intelligence (AI): how to elicit richer and more useful user-generated content (UGC) without fully automating content production. We study this question in the context of online reviews by examining Yelp's introduction of an AI-enabled topic nudging tool in 2023, whi

Consumer & RetailAdoption & Impact
Storyboard18· 1 May 2026

4 in 10 enterprises see 40%+ productivity gains from AI in customer support: Report - Storyboard18

Kapture CX survey shows 40% enterprises reporting over 40% productivity gains from AI in customer support, with growing automation, uneven adoption, and cost benefits tied to deeper workflow integration.

Consumer & RetailAdoption & Impact
Daily AI News· 30 Apr 2026

Popsa AI-Driven Content Creation

This article presents a case study of Popsa using generative AI models like Amazon Nova and Claude Haiku to generate personalized photo book titles through a RAG-based approach. Our analysts highlighted that while it demonstrates AI-driven content creation improving user engagement, the use case is relatively narrow and limited in broader strategic significance.

Consumer & RetailEconomics & Markets
Arxiv· 30 Apr 2026

When Agents Shop for You: Role Coherence in AI-Mediated Markets

arXiv:2604.26220v1 Announce Type: cross Abstract: Consumers are increasingly delegating purchase decisions to AI agents, providing natural-language descriptions of their preferences and identity. We argue that these representations constitute an information channel, role coherence, through which sellers can infer willingness to pay without explicit disclosure by the buyer agent, leading to preference leakage. In an experiment where a language-model buyer agent shops on behalf of a verbal consumer profile, we show that seller-side inference from dialogue alone recovers willingness to pay nearly one-for-one. Comparing this setting to a numeric-budget condition with confidentiality instructions cleanly isolates role coherence as distinct from instruction-following failure. Because this leakage arises from delegation itself, it cannot be mitigated at the prompt level. Instead, we propose architectural interventions that trade off personalization against preference privacy.

Consumer & RetailAdoption & Impact
Arxiv· 30 Apr 2026

Hierarchical Multi-Persona Induction from User Behavioral Logs: Learning Evidence-Grounded and Truthful Personas

arXiv:2604.26120v1 Announce Type: new Abstract: Behavioral logs provide rich signals for user modeling, but are noisy and interleaved across diverse intents. Recent work uses LLMs to generate interpretable natural-language personas from user logs, yet evaluation often emphasizes downstream utility, providing limited assurance of persona quality itself. We propose a hierarchical framework that aggregates user actions into intent memories and induces multiple evidence-grounded personas by clustering and labeling these memories. We formulate persona induction as an optimization problem over persona quality-captured by cluster cohesion, persona-evidence alignment, and persona truthfulness-and train the persona model using a groupwise extension of Direct Preference Optimization (DPO). Experiments on a large-scale service log and two public datasets show that our method induces more coherent, evidence-grounded, and trustworthy personas, while also improving future interaction prediction.

Consumer & Retail
WWD· 30 Apr 2026

As AI Alters the Customer Journey, Retailers Focus on Experience, Content and Curation

Discover how AI is transforming retail, shifting focus to customer experience, curated content, and sustainability for long-term growth.

Consumer & Retail
Bebeez· 29 Apr 2026

Gifting marketplace Flowwow rebrands to Udora, separating from Russian business and raising €8.5 million for European growth

Udora, a global gifting marketplace formerly known as Flowwow, has closed a €9.2 million private investment round and relaunched under their new brand to investe in a deeper local presence across Europe, expanding its product catalogue, and advancing AI-powered personalisation. According to a representative of the company, the rebranding is part of a long-planned separation […]

Consumer & Retail
Reuters· 29 Apr 2026

Online marketplace Etsy beats revenue estimates on steady demand

Online marketplace Etsy beat Wall Street expectations for first-quarter revenue on Wednesday, helped by growth in gross merchandise sales as more active buyers joined the platform and shoppers spent more on each purchase.

Consumer & Retail
Daily Brew· 29 Apr 2026

Snapchat moves ads into chats with AI agents designed to feel like conversation

Snapchat is integrating advertisements into its AI-powered chat features to monetize user interactions.

Consumer & RetailEconomics & Markets
Artificial Intelligence Newsletter | April 29, 2026· 29 Apr 2026

Maryland law spotlights momentum — and limits — of US state surveillance pricing bans

Maryland has become the first state to restrict “surveillance pricing,” as lawmakers across the US seek to curb the use of personal data to tailor prices.

Consumer & RetailAdoption & Impact
DairyReporter· 29 Apr 2026

Beyond chatbots: How agentic AI can boost productivity and decision-making in food

Agentic AI is already being used in food. The more autonomous, flexible form of AI is being used by Nestlé to help employee productivity, streamlining sales tasks and supporting finance teams to make better decisions. Danone is also using agentic AI, helping it analyse production data, simulate ...

PaywallConsumer & RetailEconomics & Markets
Bloomberg· 28 Apr 2026

GoTo Posts First-Ever Net Income After Cost Cuts Bear Fruit

GoTo Group reported its first-ever net income, a major milestone in the Indonesian ride-hailing and food delivery company’s turnaround effort as it seeks to gain fresh momentum in its long-standing rivalry with Grab Holdings Ltd.

Consumer & RetailAdoption & Impact
Daily Brew· 28 Apr 2026

Amazon launches an AI-powered audio Q&A experience on product pages

Amazon is introducing a new feature that uses AI to answer customer questions about products via audio.

Consumer & RetailTechnology & Infrastructure
Arxiv· 28 Apr 2026

Epicure: Multidimensional Flavor Structure in Food Ingredient Embeddings

arXiv:2604.22776v1 Announce Type: new Abstract: A chef's intuition about flavor, texture, and cultural identity represents tacit knowledge that is difficult to articulate yet central to culinary practice. We show that this knowledge is already encoded in FlavorGraph's 300-dimensional ingredient embeddings, trained on recipe cooccurrence and food chemistry, and that it can be systematically recovered. An LLM-augmented curation pipeline consolidates 6,653 raw FlavorGraph ingredients into 1,032 canonical entries, substantially strengthening the recoverable structure. We identify at least fifteen independently classifiable dimensions spanning taste, texture, geography, food processing, and culture.

Consumer & RetailAdoption & Impact
Daily AI News April 28, 2026: 65 Countries. One AI Brain.· 28 Apr 2026

Lowe’s Enhances Customer Experience With Gen AI and Digital Twins

Lowe's is leveraging generative AI, digital twins, and edge computing to optimize store operations and inventory management, though specific ROI metrics remain undisclosed.

PaywallConsumer & Retail
Bloomberg· 27 Apr 2026

Your Next Pair of Good American Jeans Won’t Be Designed by AI

Emma Grede, the co-founder and chief executive officer of Good American jeans, said her businesses are being changed by artificial intelligence, though there are some areas that are off limits.

Consumer & Retail
Daily Brew· 27 Apr 2026

AI Transforms Mother's Day Shopping

As Mother's Day approaches, shoppers increasingly rely on AI tools for gift discovery, with many willing to explore new brands. Marketers are advised to focus on personalized messaging and timely AI-driven insights to convert and engage customers, as Optimove garners recognition for its strategic capabilities in this domain.

Consumer & RetailAdoption & Impact
Unilever· 27 Apr 2026

AI is transforming innovation in Unilever Beauty & Wellbeing | Unilever

Discover how Unilever's Beauty & Wellbeing scientists are using AI to decode consumer trends and mine decades of research data.

Consumer & RetailEconomics & Markets
Intelis· 27 Apr 2026

AI's Role in Modern Pricing Strategies: Unlocking ai-driven pricing solutions

Pricing is one of the most powerful levers in retail. But with thousands of SKUs and ever-changing market conditions, setting the right price can feel like trying to hit a moving target in the dark. That’s where AI steps in. Today, I want to share how AI's role in modern pricing strategies ...

Consumer & Retail
⚙️ Why AI search broke the marketing playbook· 27 Apr 2026

Why AI search broke the marketing playbook

AI is changing how audiences are reached, forcing marketing teams to adapt to automated workflows and a zero-click search environment.

PaywallConsumer & Retail
NYT· 25 Apr 2026

In Wine Country, Sales Are Down and Fraud Is Rampant

The industry’s murky supply chain has long attracted scammers and con artists. In the words of one expert, “Wine and fraud go hand in hand.”

PaywallConsumer & Retail
WSJ· 25 Apr 2026

Wedding Dresses Now Come With a Legal Waiver for Brides on GLP-1s

Selling wedding gowns has always been a high-stakes business. New weight-loss drugs make fitting brides for the big day even more fraught.

Consumer & RetailAdoption & Impact
inc.com· 25 Apr 2026

Companies Are Rushing to Deploy AI Agents. The Smart Ones Are Doing Something Crucial First

Companies Are Rushing to Deploy AI Agents. The Smart Ones Are Doing Something Crucial First # Companies Are Rushing to Deploy AI Agents. The Smart Ones Are Doing Something Crucial First AI agents are set to transform the workplace, but companies need to take a key step to ensure success. BY KOLAWOLE ADEBAYO, COLUMNIST Apr 25, 2026 SHARE LinkedInFacebookXBlueskyLink ADD ON GOOGLE Illustration: Getty Images Listen to this Article More info 0:00 / 0:00 Michael Treacy, the head chef of Domino’s Australia, is not who you’d typically expect to be an early enterprise AI adopter. But earlier this year, the pizza chain deployed Snowflake’s AI platform across its 3,503 stores, and Treacy became one of its most active users—querying product performance data across international markets without touching a dashboard or waiting on an analyst. There was no technical training nor SQL queries—

PaywallConsumer & Retail
WSJ· 24 Apr 2026

Canadian Retail Sales Improve Ahead of Expected Squeeze

Canadians’ retail spending rebounded during the first quarter, highlighting consumer resilience that is likely to be tested by a jump in fuel costs.

Consumer & RetailAdoption & Impact
Daily Brew· 24 Apr 2026

Claude is connecting directly to your personal apps like Spotify, Uber Eats, and TurboTax

Anthropic is introducing personal app connectors for Claude, allowing the AI to interact directly with services like Spotify and Uber Eats.

Consumer & RetailEconomics & Markets
Arxiv· 23 Apr 2026

Diagnosing Urban Street Vitality via a Visual-Semantic and Spatiotemporal Framework for Street-Level Economics

arXiv:2604.19798v1 Announce Type: new Abstract: Micro-scale street-level economic assessment is fundamental for precision spatial resource allocation. While Street View Imagery (SVI) advances urban sensing, existing approaches remain semantically superficial and overlook brand hierarchy heterogeneity and structural recession. To address this, we propose a visual-semantic and field-based spatiotemporal framework, operationalized via the Street Economic Vitality Index (SEVI). Our approach integrates physical and semantic streetscape parsing through instance segmentation of signboards, glass interfaces, and storefront closures. A dual-stage VLM-LLM pipeline standardizes signage into global hierarchies to quantify a spatially smoothed brand premium index. To overcome static SVI limitations, we introduce a temporal lag design using Location-Based Services (LBS) data to capture realized demand. Combined with a category-weighted Gaussian spillover model, we construct a three-dimensional diagnostic system covering Commercial Activity, Spatial Utilization, and Physical Environment. Experiments based on time-lagged geographically weighted regression across eight tidal periods in Nanjing reveal quasi-causal spatiotemporal heterogeneity. Street vibrancy arises from interactions between hierarchical brand clustering and mall-induced externalities. High-quality interfaces show peak attraction during midday and evening, while structural recession produces a lagged nighttime repulsion effect. The framework offers evidence-based support for precision spatial governance.

Consumer & RetailAdoption & Impact
Retail Customer Experience· 23 Apr 2026

Gen AI penetrates over half of US internet households | Retail Customer Experience

Generative AI has reached more than half of U.S. internet households, 58%, but there's still a lag when it comes to monetization and trust.

Consumer & RetailAdoption & Impact
Daily Brew· 23 Apr 2026

Amazon's Anti-Counterfeit Crusade

Amazon's Counterfeit Crimes Unit has removed 15 million counterfeit items and closed over 100 scam websites in 2025 using AI to enhance brand protection.

Consumer & Retail
Guardian· 22 Apr 2026

‘Get back to work’: Amazon faces fresh scrutiny over workplace safety record

Workers and labor advocates say the company’s injury rates and how it treats injured staff remain a problem Amazon, one of the world’s largest employers, has for years faced scrutiny over its safety record. When Billy Foister, a 48-year-old worker, died after a heart attack inside one of the tech giant’s warehouses in September 2019, managers were accused of telling staff to “get back to work”. When another worker died this month at a distribution center in Troutdale, Oregon, an Amazon spokesperson claimed they had collapsed from an “existing medical issue”.

Consumer & Retail
Guardian· 22 Apr 2026

The best hair straighteners in the UK for foolproof styling, tried and tested by our expert

Whether you want cordless designs or a budget buy, we’ve tested the top hair straighteners for every hair type • The best hair dryers, tested Straighteners are here to stay – but thankfully, heat styling has come a long way since GHD’s first ceramic straighteners ushered in an era of poker-straight hair in 2001. Today’s models feature adjustable heat settings and protective technology for hairstyling with minimal damage. The looks you can achieve with a straightener have become more versatile as well: one twist of a modern, curved-edge straightener can create styles from ultra-smooth strands to structured ringlets and soft, beachy waves.

Consumer & RetailEconomics & Markets
Arxiv· 22 Apr 2026

A Deep Learning Approach to Heterogeneous Consumer Aesthetics in Fast Fashion

arXiv:2405.10498v2 Announce Type: replace Abstract: Aesthetics drives product differentiation in industries such as fashion, interior decor, luxury goods, real estate and hospitality. However, visual differentiation is hard to encode in formal economic analysis. This paper analyses millions of purchase records from H\&M in the Netherlands, including product images, text descriptions, prices, and consumer demographics. I fine-tune Fashion CLIP embeddings with a three-tower approach that builds separate channels for product visuals and text, consumer history, and price, which makes downstream analysis tractable and scalable. The embeddings feed a latent-class deep demand system that captures price and taste sensitivities through deep nets, recovers rich substitution patterns, reveals meaningful heterogeneity, and performs much better than competing alternatives. Then, a supply-side inversion recovers sensible markups and costs and supports conduct tests and counterfactuals on sustainability practices. I also estimate machine learning hedonic pricing models that perform much better than competing alternatives. This model allows us to construct quality-adjusted price indices, make it possible to price completely new designs, and with an Oaxaca-Blinder decomposition reveal the underlying sources of price changes. Finally, a Poisson event study around the COVID-19 lockdown shows that the range of demand responses across embedding-based product and user clusters exceeds anything recoverable from simple text-based attributes or demographic labels alone. The methodology is portable to any market where products are differentiated along sensory dimensions that are hard to encode but meaningfully important for consumer choices.

Consumer & RetailEconomics & Markets
Bebeez· 22 Apr 2026

Lisbon-based DOJO AI secures €5.1 million to expand its AI marketing platform in the U.S.

DOJO AI, a Portuguese intelligent marketing system that brings integrated AI to marketing teams, today announced a €5.1 million ($6 million) Seed round at a €25 million ($30 million) valuation. The round was led by Armilar, with participation from Heartfelt VC. The funding will support continued product development and accelerated expansion in the United States. […]

PaywallConsumer & Retail
Bloomberg· 22 Apr 2026

EssilorLuxottica AI Glasses-Led Sales Gains Disappoint

EssilorLuxottica SA reported a rise in first-quarter sales that disappointed investors, as a weaker dollar limited the gains from its AI-glasses partnership with Meta Platforms Inc.

Consumer & RetailEconomics & Markets
Vogue· 22 Apr 2026

How the AI Race Will Impact the Global Luxury Market | Vogue

AI is evolving at different speeds across regions, creating fragmented systems that are reshaping consumer expectations — and forcing luxury brands to think carefully about how they use the tech in each market.

Consumer & RetailEconomics & Markets
Whalesbook· 22 Apr 2026

Ex-Dunzo Chief Kabeer Biswas Raises ₹102 Cr for AI Concierge Startup 'M' | Whalesbook

Kabeer Biswas, former co-founder of Dunzo, is back in the startup world with 'M', securing significant seed funding to automate household management. This capital injection shows strong investor confidence in his vision and the growing appeal of AI consumer platforms, a sector drawing substantial venture capital attention in 2026. 'M' aims to simplify daily consumer services by automating decisions and coordination, addressing a clear market ...

Consumer & Retail
Daily Brew· 22 Apr 2026

Yelp Unveils AI Assistant for Reservations and Service Scheduling

Yelp is introducing an AI-powered Assistant in its app to streamline tasks like booking reservations and ordering takeout in one conversation. This move enhances user experience by integrating with major platforms like DoorDash and Grubhub, and includes features like personalized home pages and AI-driven photo tools, marking a significant step …

PaywallConsumer & Retail
WSJ· 21 Apr 2026

Puig Shares Gain as Suitor Estee Lauder Said to Be Shaping Funding Package

Spanish financial daily Expansion reported Estee Lauder is seeking financing for a planned business combination, adding fresh impetus to a deal that would create a rival to France’s L’Oreal.

Consumer & Retail
Reuters· 21 Apr 2026

EssilorLuxottica faces test to grow smart glass sales without hurting margins

EssilorLuxottica faces test to grow smart glass sales without hurting margins

Consumer & Retail
Daily AI News April 21, 2026: Kimi K2.6: Open weights get heavyweight· 21 Apr 2026

What China's AI Agents Reveal About the Future of Commerce

This article explores the shift toward agentic commerce, where AI handles discovery and execution, using China's integrated ecosystems as a primary example.

PaywallConsumer & Retail
Bloomberg· 20 Apr 2026

Allbirds’ Move to AI Has Echoes of the Dot-Com Frenzy

The faltering shoe company says it will become an AI computing provider

Consumer & RetailAdoption & Impact
🤖 AI runs CEO· 20 Apr 2026

Inside San Francisco's AI-run store

Andon Market is an Anthropic-backed retail experiment testing whether an AI model can effectively run a business, from inventory to customer engagement.

Consumer & Retail
Axios AI+· 20 Apr 2026

AI-Run Store in San Francisco

A new retail experiment in San Francisco's Marina District is testing whether an AI model can run a business. The store, called Andon Market, is part store and part social experiment, with an AI agent named Luna handling everything from hiring and inventory to pricing and customer engagement.

Consumer & RetailAdoption & Impact
Daily Brew· 19 Apr 2026

AI Consumer Devices Steal the Show at China's CICPE Expo, with Rokid's Glasses Leading the Charge

At the China International Consumer Products Expo, AI-enabled consumer devices, notably Rokid's AI glasses, are a major highlight, showcasing advancements in integrating AI into daily life.

Consumer & Retail
Substack· 18 Apr 2026

on ai matchmaker apps: a continued destruction story

AND - we arrive at the same lie. In Justin’s words about what Overtone might be => “…cutting-edge AI capabilities with deep respect for the messy, human journey of connection…to create something people actually want.”

PaywallConsumer & Retail
FT· 18 Apr 2026

Airbnb adds hotels to its platform in bid to boost growth

Company expands accommodation options alongside home rentals but analysts warn of stiff competition.

PaywallConsumer & RetailAdoption & Impact
Bloomberg· 18 Apr 2026

Beauty Industry Uses AI to Help Consumers

Artificial Intelligence in the beauty industry is becoming increasingly common, both in consumer-facing offerings and behind the scenes in research and development. Bloomberg This Weekend's Lisa Mateo dives into how AI is reshaping the industry. (Source: Bloomberg)

Consumer & Retail
Reddit· 17 Apr 2026

r/technology on Reddit: Allbirds stock tumbles after nearly 600% rally as the shoemaker rebrands as an AI company

I'll be glad when we've got the day that AI tracks the buys and sells and shows us who's really making out.

Consumer & RetailEconomics & Markets
Reuters· 17 Apr 2026

Myseum takes flight after Allbirds in fresh AI rebrand wave | Reuters

April 16 (Reuters) - A day after ... tab was up 146% early on Thursday, in the latest sign of an investor mania for ‌artificial intelligence stocks....

Consumer & RetailEconomics & Markets
Arxiv· 17 Apr 2026

RiskWebWorld: A Realistic Interactive Benchmark for GUI Agents in E-commerce Risk Management

arXiv:2604.13531v1 Announce Type: new Abstract: Graphical User Interface (GUI) agents show strong capabilities for automating web tasks, but existing interactive benchmarks primarily target benign, predictable consumer environments. Their effectiveness in high-stakes, investigative domains such as authentic e-commerce risk management remains underexplored. To bridge this gap, we present RiskWebWorld, the first highly realistic interactive benchmark for evaluating GUI agents in e-commerce risk management. RiskWebWorld features 1,513 tasks sourced from production risk-control pipelines across 8 core domains, and captures the authentic challenges of risk operations on uncooperative websites, partially environmental hijackments. To support scalable evaluation and agentic reinforcement learning (RL), we further build a Gymnasium-compliant infrastructure that decouples policy planning from environment mechanics. Our evaluation across diverse models reveals a dramatic capability gap: top-tier generalist models achieve 49.1% success, while specialized open-weights GUI models lag at near-total failure. This highlights that foundation model scale currently matters more than zero-shot interface grounding in long-horizon professional tasks. We also demonstrate the viability of our infrastructure through agentic RL, which improves open-source models by 16.2%. These results position RiskWebWorld as a practical testbed for developing robust digital workers.

Consumer & RetailEconomics & Markets
Arxiv· 17 Apr 2026

Antitrust on Aisle Five: How Well Do Divestiture Remedies Work?

arXiv:2604.15045v1 Announce Type: new Abstract: Antitrust authorities frequently rely on structural divestitures to address competitive concerns raised by mergers. Using census-level establishment data and proprietary transaction records from the U.S. grocery sector, we provide systematic evidence on the long-run effects of such remedies. Divested stores experience an average 31 percent decline in employment over five years, driven by elevated exit rates and persistent contraction among surviving establishments. Sales similarly decline. Transaction-level evidence indicates that divested assets are systematically weaker and are often transferred to lower-capability buyers. These findings suggest that structural remedies may be less effective when the implementation of divestitures allows merging parties substantial discretion over the assets and buyers involved.

Consumer & RetailEconomics & Markets
Reuters· 16 Apr 2026

US companies that jumped ship to tech, AI businesses over the years | Reuters

Sneaker company Allbirds' pivot to AI computing has revived a Wall Street trend in recent years: smaller companies leaning into tech-focused transformations to win over AI-hungry investors.

Consumer & Retail
Theatlantic· 16 Apr 2026

The Allbirds Pivot Is a Terrible Idea … Right?

Its turn to AI could be an escape hatch for a company with nothing to lose.

Consumer & RetailAdoption & Impact
Theatlantic· 16 Apr 2026

The Tyranny of AI Everywhere

Sneakers? Why stop there?

Consumer & Retail
Arxiv· 16 Apr 2026

LLM-HYPER: Generative CTR Modeling for Cold-Start Ad Personalization via LLM-Based Hypernetworks

arXiv:2604.12096v1 Announce Type: new Abstract: On online advertising platforms, newly introduced promotional ads face the cold-start problem, as they lack sufficient user feedback for model training. In this work, we propose LLM-HYPER, a novel framework that treats large language models (LLMs) as hypernetworks to directly generate the parameters of the click-through rate (CTR) estimator in a training-free manner. LLM-HYPER uses few-shot Chain-of-Thought prompting over multimodal ad content (text and images) to infer feature-wise model weights for a linear CTR predictor. By retrieving semantically similar past campaigns via CLIP embeddings and formatting them into prompt-based demonstrations, the LLM learns to reason about customer intent, feature influence, and content relevance. To ensure numerical stability and serviceability, we introduce normalization and calibration techniques that align the generated weights with production-ready CTR distributions. Extensive offline experiments show that LLM-HYPER significantly outperforms cold-start baselines in NDCG$@10$ by 55.9\%. Our real-world online A/B test on one of the top e-commerce platforms in the U.S. demonstrates the strong performance of LLM-HYPER, which drastically reduces the cold-start period and achieves competitive performance. LLM-HYPER has been successfully deployed in production.

Consumer & RetailEconomics & Markets
Artificial Intelligence Newsletter | April 16, 2026· 16 Apr 2026

Personalized pricing a ‘top priority,’ US FTC commissioners tell Congress

US FTC commissioners identified personalized pricing as a top priority during testimony before Congress.

PaywallConsumer & Retail
NYT· 16 Apr 2026

Sneaker Company Allbirds Plans to Pivot to A.I. Yes, A.I.

After selling its business for $39 million last month, the company said it planned to buy powerful computer chips and rebrand itself NewBird AI.

PaywallConsumer & Retail
WSJ· 15 Apr 2026

For Its Next Act, Allbirds Makes an Unlikely Pivot From Shoes to AI

The company known for eco-friendly wool sneakers just raised $50 million for its next chapter—a head-spinning move to capitalize on the artificial-intelligence boom.

PaywallConsumer & RetailEconomics & Markets
FT· 15 Apr 2026

Allbirds is turning into an AI compute provider, because of course it is

Flipping the ‘Bird

Consumer & Retail
🛍️ What happens when AI runs a retail store· 14 Apr 2026

What happens when AI runs a retail store

An exploration of the impact and operational changes that occur when artificial intelligence is integrated into retail store management.

Consumer & Retail
Substack· 13 Apr 2026

Retail Pulse Report: The Economics of AI and What it Means for Retail Part 1

Lest you think I am relying on one guy’s crusade-driven point of view, I came across another take on the financial mechanics of AI , driven by Apollo Global Management. They estimate that the market expects between $4 trillion and $5 trillion in digital infrastructure investment by 2030.

Consumer & RetailAdoption & Impact
Procter & Gamble· 13 Apr 2026

Seth Cohen on Accelerating AI Adoption for Lasting Business Impact | P&G

P&G’s Chief Information Officer Seth Cohen took the stage at Human[X] to share how companies can leverage AI to drive real, measurable impact across their business.

Consumer & RetailAdoption & Impact
Arxiv· 13 Apr 2026

Sustained Impact of Agentic Personalisation in Marketing: A Longitudinal Case Study

arXiv:2604.08621v1 Announce Type: new Abstract: In consumer applications, Customer Relationship Management (CRM) has traditionally relied on the manual optimisation of static, rule-based messaging strategies. While adaptive and autonomous learning systems offer the promise of scalable personalisation, it remains unclear to what extent ``human-in-the-loop'' oversight is required to sustain performance uplift over time. This paper presents a longitudinal case study analysing a real-world consumer application that leverages agentic infrastructure to personalise marketing messaging for a large-scale user base over an 11-month period. We compare two distinct periods: an active phase where marketers directly curated content, audiences, and strategies -- followed immediately by a passive phase where agents operated autonomously from a fixed library of components. Our results demonstrate that whilst active human management generates the highest relative lift in engagement metrics, the autonomous agents successfully sustained a positive lift during the passive period. These findings suggest a symbiotic model where human intervention drives strategic initialisation and discovery, yet autonomous agents can ensure the scalable retention and preservation of performance gains.

Consumer & Retail
Daily Brew· 13 Apr 2026

AI Revolutionizes Travel Planning

AI is revolutionizing travel planning in 2026, providing real-time updates and personalized itineraries, with widespread adoption in the USA, UK, and China. Major platforms like Rome2Rio are integrating AI to enhance user experience, though concerns about spontaneity and cultural impacts persist.

Consumer & Retail
Artificial Intelligence Newsletter | April 14, 2026· 13 Apr 2026

Meta facial recognition in AI glasses draws opposition of ACLU, other groups

Meta Platforms faces pushback from civil rights groups and labor unions regarding potential plans to introduce facial recognition to its Meta AI smart glasses.

Consumer & Retail
informedi.org· 13 Apr 2026

AI is changing how small online sellers decide what to make

AI is changing how small online sellers decide what to make Informed i’s Weekly Business Insights FREE weekly newsletter, sharing knowledge briefs from TOP TEN BUSINESS MAGAZINES, as a social service to foster business acumen | Since 2017 | Week 447 | April 03-09, 2026 | Archive AI is changing how small online sellers decide what to make By Caiwei Chen | MIT Technology Review | April 6, 2026 3 key takeaways from the article 1. For small entrepreneurs in the US, deciding what to sell and where to make it has traditionally been a slow, labor-intensive process that can take months. Now that work is increasingly being done by AI tools like Accio, which help connect businesses with manufacturers in countries including China and India. Business owners and e-commerce experts told MIT Technology Review that these AI tools are making sourcing more accessible and si

Consumer & Retail
reuters.com· 13 Apr 2026

Tesco partners with Adobe to ramp up AI‑driven personalised ...

Tesco partners with Adobe to ramp up AI‑driven personalised marketing | Reuters Exclusive news, data and analytics for financial market professionalsLearn more aboutRefinitiv Tesco logo is seen in this illustration taken February 11, 2025. REUTERS/Dado Ruvic/Illustration/File Photo Purchase Licensing Rights, opens new tab LONDON, April 13 (Reuters) - Tesco, Britain's biggest food retailer, has partnered with U.S. software group Adobe to deepen its use of artificial intelligence ​in analysing customer data, aiming to boost sales through ‌more personalised marketing, the groups said on Monday. Retailers are increasingly turning to AI in pursuit of revenue gro

Consumer & Retail
Daily Brew· 11 Apr 2026

Walmart-owned Flipkart, Amazon are squeezing India's quick commerce startups

Major retailers like Amazon and Flipkart are intensifying competition, putting pressure on India's emerging quick commerce sector.

Consumer & Retail
Daily Brew· 11 Apr 2026

Google Launches AI Mode in India for Restaurant Reservations

Google's new AI Mode in India automates restaurant bookings by curating options based on user preferences and integrating with platforms like Swiggy and Zomato.

Consumer & Retail
Bebeez· 10 Apr 2026

Singapore’s Staynex acquires Swiss HotelTech startup Sleap.io in €12.8 million deal

Staynex, a Singapore-based AI-powered Web3 travel platform chaired by Priceline and Booking Holdings founder Jeff Hoffman, today announced the full acquisition of Sleap. io, a Zug-based hotel booking technology company, in a transaction valued at €12. 8 million ($15 million).

PaywallConsumer & Retail
WSJ· 10 Apr 2026

U.K. Retail Sales Growth Miss Estimates

U.K. retail footfall returned to growth in March, but the increase fell short of expectations ahead of a challenging period due to the conflict in the Middle East.

Consumer & Retail
Daily AI News April 10, 2026: The AI Transformation Manifesto· 10 Apr 2026

Block Introduces Managerbot, a Proactive Square AI Agent

Block's new proactive AI agent for Square sellers helps forecast inventory, optimize schedules, and draft marketing campaigns while keeping humans in the loop.

Consumer & RetailAdoption & Impact
ecommercenews.uk· 10 Apr 2026

Minor Hotels unveils global AI platform with Google

Minor Hotels unveils global AI platform with Google eCommerceNews UK - Technology news for digital commerce decision-makers # Minor Hotels unveils global AI platform with Google Fri, 10th Apr 2026 (Yesterday) By Mark Tarre, News Chief Minor Hotels has unveiled plans for a global data and AI platform with Google Cloud, Salesforce, OneTrust and Deloitte, as part of a wider digital transformation across its more than 640 properties. Due for full deployment in 2026, the platform is being built as a single digital system separate from the group's legacy technology. It will connect guest data, marketing and service operations so the business can identify guests more consistently across brands and destinations using stay history and stated preferences. The group operates in 63 countries and manages brands including Anantara, Tivoli, Avani, NH

Consumer & Retail
Theregister· 9 Apr 2026

Chatbots are great at manipulating people to buy stuff, Princeton boffins find

Urge restraints before AdLand does this without appropriate disclosures Large language models can be very persuasive, and researchers say that's a problem when they’re used to create advertising.…

Consumer & Retail
knowledge.wharton.upenn.edu· 9 Apr 2026

People-Led, Tech-Powered: Walmart’s AI Job Shift - Knowledge at Wharton

People-Led, Tech-Powered: Walmart’s AI Job Shift - Knowledge at Wharton Listen to the podcast. #### Subscribe wherever you listen to your podcasts. It’s a question that looms large for any business leader these days, but the stakes are even higher for those that manage massive workforces: As AI transforms the workplace, what happens to jobs and the people doing them? On this episode of Where AI Works, host Matthew Bidwell speaks with Donna Morris, the chief people officer at Walmart, about what it means to introduce AI across one of the largest workforces on the planet; more than 2.1 million associates around the world. Morris explains the company’s “people-led, tech-powered” approach, where AI is used to augment employees rather than replace them. She also discusses the emergence of new roles like AI agent-builders, and explores the skills that matter most in an AI-driven workplace.

PaywallConsumer & Retail
WSJ· 8 Apr 2026

Eurozone Retail Sales Fell Ahead of Iran War Energy-Price Surge

Volumes were down 0.2% on month compared with flat growth in January, a little weaker than the decline expected by a consensus of economists.

Consumer & RetailAdoption & Impact
Siliconrepublic· 8 Apr 2026

Agentic commerce and purchase disputes: Did you mean to buy that?

As agentic shopping becomes more commonplace, how do you dispute a purchase your AI made? Read more: Agentic commerce and purchase disputes: Did you mean to buy that?

Consumer & RetailLabor & Society
Artificial Intelligence Newsletter | April 8, 2026· 8 Apr 2026

South Korea to require disclosure of AI characters in advertisements

The Korea Fair Trade Commission is proposing new rules requiring businesses to clearly label AI-generated virtual characters in advertisements, with public feedback open until April 28.

Consumer & Retail
siliconrepublic· 7 Apr 2026

Dublin start-up Zellor bags €850k for AI shopping assistant

Zellor's AI assistant acts as a 'digital concierge' that responds to customer queries with AI-curated content. Read more: Dublin start-up Zellor bags €850k for AI shopping assistant

Consumer & Retail
Daily Brew· 7 Apr 2026

KREV

AI creative agents for ecommerce brands.

Consumer & RetailAdoption & Impact
MIT Technology Review· 6 Apr 2026

AI is changing how small online sellers decide what to make

For years Mike McClary sold the Guardian LTE Flashlight, a heavy-duty black model, online through his small outdoor brand. The product, designed for brightness and durability, became one of his most popular items ever. Even after he stopped offering it around 2017, customers kept sending him emails asking where they could buy it.  When McClary…

PaywallConsumer & RetailLabor & Society
feeds· 6 Apr 2026

Brands Adopt ‘No AI’ Disclaimers to Stand Out Amid the Slop

Marketers move to get ahead of growing consumer skepticism by labeling content that doesn’t use AI.

Consumer & Retail
digiday.com· 6 Apr 2026

In 2026, there have been more use cases for AI on display

In 2026, there have been more use cases for AI on display Only nine seats remain for the Digiday Programmatic Marketing Summit, May 6-8 in Palm Springs. # AI talk at retail events shifts to proving real results, defining a true strategy Ivy Liu This story was first published by Digiday sibling Modern Retail. At retail conferences, it’s become practically impossible to get through a full two or three days without having a conversation about the biggest buzzword in the industry: artificial intelligence. There are the tech vendors, scanning attendee name badges to find a willing participant from a brand or retailer to pitch their latest AI-powered upgrade. There are the executives on-stage who are eager to talk up the results from their new AI chatbot. And at the offsite happy hours, managers trade notes on vibe coding and the latest discoveries they’v

Consumer & Retail
medium.com· 6 Apr 2026

I Built 3 AI Agents Into a Restaurant POS. Here’s What They Actually Do. | by Mikael Selander | Apr, 2026 | Medium

I Built 3 AI Agents Into a Restaurant POS. Here’s What They Actually Do. | by Mikael Selander | Apr, 2026 | Medium Sitemap Open in app Sign up Sign in Medium Logo Get app [Write](https://medium.com/m/signin?operation=register&amp;redirect=https%3A%2F%2Fmedium.com%2Fnew-story&a

Consumer & Retail
pulse2· 6 Apr 2026

Covalo: €3.5 Million Raised To Build Data Backbone For Personal Care Industry

Covalo has secured a €3.5 million funding extension to accelerate its transition from an ingredient discovery marketplace into a foundational data infrastructure platform for the personal care industry. The round was led by Hi inov, with participation from existing investors HTGF and seed + speed Ventures. The post Covalo: €3.5 Million Raised To Build Data Backbone For Personal Care Industry appeared first on Pulse 2.0. Topic group: Economics & Markets

Consumer & Retail
pulse2· 6 Apr 2026

The Home Depot: Franziska Bell Appointed EVP And Chief Technology Officer

The Home Depot announced that Franziska “Fran” Bell has been named executive vice president and chief technology officer. The company said Bell will lead the strategy, development, and alignment of technology, product management, data, and artificial intelligence across the organization. The post The Home Depot: Franziska Bell Appointed EVP And Chief Technology Officer appeared first on Pulse 2.0. Topic group: Adoption & Impact

Consumer & Retail
Daily Brew· 6 Apr 2026

Shotwell

The screenshot editor for iPhone.

Consumer & Retail
Daily Brew· 5 Apr 2026

Retail Analytics Market to Skyrocket to $20.6 Billion by 2031 Driven by AI and Omnichannel Strategies

The retail analytics sector is projected to reach $20.6 billion by 2031, fueled by the integration of AI and advanced omnichannel retail strategies.

Consumer & Retail
CNBC· 5 Apr 2026

'Silent killers': How AI start-ups are trying to solve one of the retail industry's biggest problems

The rapid evolution of generative AI has finally made these applications good enough to meaningfully impact retailers' bottom lines.

Consumer & Retail
Daily Brew· 5 Apr 2026

Retail Analytics Market to Surge

The retail analytics market is set to surge from $11.3 billion in 2026 to $20.6 billion by 2031, fueled by AI-driven tools and data-first strategies enhancing consumer interactions.

Consumer & Retail
Daily Brew· 5 Apr 2026

Apps promising to help people make new friends

As loneliness becomes a growing concern, a variety of new apps are emerging to help people connect and build friendships.

Consumer & Retail
pulse2· 5 Apr 2026

Glimpse: $35 Million Raised For AI Platform Powering CPG And Retail Operations

Glimpse, an AI platform focused on automating operations for consumer packaged goods and retail brands, announced that it has raised $35 million in Series A funding, bringing its total capital raised to $52 million. The post Glimpse: $35 Million Raised For AI Platform Powering CPG And Retail Operations appeared first on Pulse 2.0. Topic group: Economics & Markets

PaywallConsumer & Retail
feeds· 4 Apr 2026

One Company’s Effort to Make an AI-Ready Catalog of Everything We Buy

In an Arkansas “capture factory,” hand models and food stylists are preparing for the future of shopping. Topic group: Adoption & Impact

PaywallConsumer & Retail
feeds· 4 Apr 2026

The Smarter Way to Cash In on Meta’s Vision for Smartglasses

EssilorLuxottica makes the AI-enabled Ray-Bans that are growing more popular with consumers. Topic group: Economics & Markets

PaywallConsumer & Retail
feeds· 3 Apr 2026

The Retailer That Welcomes Returns

While other retailers cut back, Revolve is doubling down on fast, free shipping and easy returns.

PaywallConsumer & Retail
NYT· 3 Apr 2026

The Revival of the Fashion-Tech Love Affair

Get ready for the return of wearables and a new stage in the fashion-tech relationship. Topic group: Adoption & Impact

Consumer & Retail
Axios AI+· 31 Mar 2026

Guinness Price Index

Today's legitimate use of an AI agent: Calling every pub in Ireland to inquire about the price of a Guinness in order to create a consumer price index called the Guinndex.

Consumer & RetailAdoption & Impact
Daily Brew· 30 Mar 2026

AI Agents Reshape Retail

AI agents are revolutionizing retail by becoming primary buyers and bypassing traditional discovery methods, prompting brands to focus on end-to-end customer journeys.

Consumer & Retail
uk· 29 Mar 2026

Weekend Amazon Big Spring Sale Deal Special: Get Unlocked Smartphones Up to 50% Off Google, Samsung, and More at

From AI that talks back to folding screens that actually hold up, these Big Spring Sale deals are getting the party started with savings on top-rated smartphones.

PaywallConsumer & Retail
NYT· 29 Mar 2026

He Was Supposed to Break Up Kraft and Heinz. He Changed His Mind.

Steve Cahillane, a food industry veteran, is trying to revive the company behind Kool-Aid, Oscar Mayer and many other brands.

Consumer & Retail
Daily Brew· 29 Mar 2026

The AI Hype Misses the People Who Actually Need It Most

Every day someone posts 'AI will change everything' and it's always about agents scaling businesses, automating workflows, 10x productivity, whatever.

Consumer & Retail
Daily Brew· 29 Mar 2026

Meitu's AI-Driven Growth Soars 41.6%

Meitu's photo, video, and design products soared to RMB 2.95 billion in 2025, largely due to AI Agent adoption and increased global subscribers.

Consumer & Retail
uk· 28 Mar 2026

OpenAI Also Killed This Little-Used Shopping Feature This Week

Instant Checkout, introduced in late 2025, allowed users to make purchases from Shopify, Etsy and Walmart sellers without leaving ChatGPT. OpenAI's decision to axe its AI video generator Sora, and stop work on a potentially controversial adult mode for ChatGPT may have been what got most of the attention this week, but it has also killed off <a alt="a little-used …

PaywallConsumer & RetailAdoption & Impact
feeds· 27 Mar 2026

Meta to Launch New AI Glasses Aimed at Prescription Wearers

Meta Platforms Inc. plans to debut two new Ray-Ban smart glasses models next week intended for prescription wearers.

Consumer & Retail
fortune· 27 Mar 2026

Macy’s just launched an AI-powered shopping assistant. Customers who use it spend nearly 400% more

The “Ask Macy’s” chatbot may help the company’s comeback and reverse declining sales.

Consumer & Retail
BBC· 27 Mar 2026

PS5 price hiked by £90 due to global pressures

PS5 price rising from £479.99 to £569.99 in the UK due to global economic pressures.

PaywallConsumer & Retail
feeds· 27 Mar 2026

Norwegian Cruise Line to Overhaul Board After Truce With Elliott

Norwegian Cruise Line Holdings said it will reshape its board after reaching a truce with activist Elliott Investment Management, as the cruise operator works to address operational missteps that have weighed on performance.

Consumer & Retail
Periodic Labs (at $7B valuation) + Reflection AI (seeking $2.5B) + Eunice ($8M) + Dexory (£8.5M)· 27 Mar 2026

Giraffe360 Raises $10 Million in Funding

Giraffe360, a proptech firm based in London, has raised $10 million in a Series B funding round to enhance its AI-powered digital marketing solutions for real estate. The funding, led by Cipio Partners with participation from Founders Fund, Hoxton Ventures.

Consumer & RetailAdoption & Impact
Daily Brew· 27 Mar 2026

Pet SenS AI Pet Analyzer

Pet SenS AI - Pet Analyzer

Consumer & Retail
Daily AI News March 27, 2026· 27 Mar 2026

Agentic Commerce Futures

BCG lays out four possible agentic-commerce futures—an open bazaar, brand resurgence through data ecosystems, super apps, and creator-led authenticity—so marketers can plan for multiple AI-driven market structures instead of betting on a single outcome.

Consumer & Retail
Periodic Labs (at $7B valuation) + Reflection AI (seeking $2.5B) + Eunice ($8M) + Dexory (£8.5M)· 27 Mar 2026

Sous Raises €4 Million in Funding

Sous, an Amsterdam-based AI-powered growth platform for independent food and beverage businesses, has raised €4 million in seed funding. The round was led by Seed + Speed Ventures, with participation from Peakbridge, Āltitude, Gekko Capital, and angel investors.

Consumer & Retail
Periodic Labs (at $7B valuation) + Reflection AI (seeking $2.5B) + Eunice ($8M) + Dexory (£8.5M)· 27 Mar 2026

Cents Raises $140 Million in Funding

Cents, a comprehensive software and payments platform for the laundry industry, has secured $140 million in a Series C funding round led by Sumeru Equity Partners, with additional investment from Camber Creek. This funding aims to enhance Cents' AI-powered product.

Consumer & RetailLabor & Society
theregister· 26 Mar 2026

AI companies lick their chops as FCC proposes forcing call center onshoring

You actually think companies are going to pay Americans to take customer service calls in the AI age? Uncle Sam is trying to make American call centers great again. The question is whether they will be great because they're filled with local workers or whether this will provide yet another excuse for companies to turn customer service jobs over to AI.

PaywallConsumer & Retail
feeds· 26 Mar 2026

Polish Fashion Retailer LPP Shares Jump to Record on Higher Sales

The Polish fashion retailer was the biggest riser on the Stoxx 600 index after the company reported higher sales for fiscal 2026.

PaywallConsumer & Retail
feeds· 26 Mar 2026

Olaplex to Be Acquired by Germany’s Henkel for $1.4 Billion

The transaction represents a premium of around 55% over Olaplex’s closing price on Wednesday, the U.S. company said.

Consumer & Retail
bebeez· 26 Mar 2026

Amsterdam-based SOUS raises €4 million to become the AI-powered sous chef for restaurant growth

SOUS, an Amsterdam-based startup building AI-powered software to support independent food and beverage businesses, has announced it has raised €4 million in a Seed round to expand its team, enhance its AI platform, and support international growth.  The round was led by seed + speed Ventures, with participation from existing investor PeakBridge, along with āltitude, […]

Consumer & Retail
eu-startups· 26 Mar 2026

Amsterdam-based SOUS raises €4 million to become the AI-powered sous chef for restaurant growth

SOUS, an Amsterdam-based startup building AI-powered software to support independent food and beverage businesses, has announced it has raised €4 million in a Seed round to expand its team, enhance its AI platform, and support international growth.  The round was led by seed + speed Ventures, with participation from existing investor PeakBridge, along with āltitude, […] The post Amsterdam-based SOUS raises €4 million to become the AI-powered sous chef for restaurant growth appeared first on EU-Startups.

Consumer & Retail
arXiv· 26 Mar 2026

Shopping with a Platform AI Assistant: Who Adopts, When in the Journey, and What For

This paper provides some of the first large-scale descriptive evidence on how consumers adopt and use platform-embedded shopping AI in e-commerce. Using data on 31 million users of Ctrip, China's largest online travel platform, we study "Wendao," an LLM-based AI assistant integrated into the platform. We document three empirical regularities.

Consumer & Retail
siliconangle· 26 Mar 2026

Agentic retail dispute resolution startup Glimpse raises $35M from Andreessen Horowitz and others

Dispute-tracking software startup Glimpse said today it has closed on an early-stage $35 million round of funding to accelerate its plan to use artificial intelligence to help brands gain more leverage over retailers. The Series A round was led by the high-profile venture capital firm Andreessen Horowitz, and saw participation from 8VC and Y Combinator, bringing […] The post Agentic retail dispute resolution startup Glimpse raises $35M from Andreessen Horowitz and others appeared first on SiliconANGLE.

Consumer & Retail
Daily AI News· 26 Mar 2026

Powering Product Discovery in ChatGPT

This update highlights new AI-driven content discovery features in ChatGPT that enhance product comparison, visualization, and shopping experiences. Our analysts characterized it as a consumer-focused enhancement aligned with AI-driven commerce trends, but ultimately view it as a routine feature rollout with unclear strategic direction for OpenAI between enterprise AI and consumer applications.

PaywallConsumer & Retail
feeds· 25 Mar 2026

Celsius Stock Jolted After Costco Offers Energy-Drink Brand for Less

Costco recently introduced energy drinks under Kirkland Signature, its private-label brand that has gained a devoted following among its membership for selling everything from toilet paper to vodka at lower prices than those of some national brands.

Consumer & Retail
Substack· 25 Mar 2026

Your Pricing Strategy Doesn't Work on AI Agents

Delivrd, a North Carolina company profiled recently by the Wall Street Journal, charges $1,000 per deal to negotiate car prices on behalf of buyers using inside knowledge of dealer floors and margins — essentially a human agent for hire. CarEdge offers an AI version of the same service for $40 a month, saving buyers an average of $1,000 per deal.

PaywallConsumer & Retail
feeds· 25 Mar 2026

Meta Glasses Withheld From EU Over Battery Rules, Supply Snags

Meta Platforms Inc.’s rollout of new display-equipped Ray-Ban smart glasses in the European Union has been hampered by battery and artificial intelligence regulations in addition to supply constraints.

Consumer & Retail
The Verge· 25 Mar 2026

ChatGPT and Gemini are Fighting

ChatGPT and Gemini are fighting to be the AI bot that sells you stuff

Consumer & Retail
Axios AI+· 25 Mar 2026

Retailers Split on AI Checkout Options

OpenAI is pushing deeper into shopping with ChatGPT, but retailers like Walmart and Gap are split on who should control checkout. Some retailers are holding onto more control, allowing users to browse in AI chats but complete purchases on their own site.

Consumer & Retail
MIT Technology Review· 25 Mar 2026

Agentic commerce runs on truth and context

Successful organizations will implement an architectural decision encoded in identity, context, and control.

PaywallConsumer & Retail
feeds· 24 Mar 2026

Estée Lauder in Talks to Acquire Spain’s Puig to Create Global Beauty Giant

The target company has a market value of about $10 billion, with brands including Carolina Herrera and Charlotte Tilbury.

Consumer & Retail
💰 34 deals : 🇬🇧 Jaaq (£13M - mental health) + 33 others· 24 Mar 2026

Syndigo Acquires Taggstar to Enhance AI-Powered Conversion Rate Optimization

Syndigo, a provider of product experience management and master data management solutions based in Chicago, Illinois, acquired Taggstar, a London-based provider of AI-powered conversion rate optimization.

Consumer & RetailLabor & Society
⚙️ 3 AI voice tools our team recommends· 23 Mar 2026

DoorDash Pays Workers for AI Training

DoorDash's new move to pay workers for real-world AI training raises questions about privacy trade-offs, deserving a hard second look before opting in.

Consumer & Retail
Daily Brew· 22 Mar 2026

Anno Robot Revolutionizes Hospitality

Anno Robot's AI Bartender and robotic kiosks are revolutionizing the beverage and hospitality industry by offering rapid, consistent, and diverse automated services.

Consumer & Retail
Reddit· 21 Mar 2026

Walmart Secures Two AI Pricing Patents

Walmart has secured two AI pricing patents, raising concerns about dynamic pricing and its potential impact on consumers.

Consumer & RetailAdoption & Impact
uk· 20 Mar 2026

uk

From AI that talks back to folding screens that actually hold up, these early Big Spring Sale deals are getting the party started with epic deals on smartphones by Google, Motorola, Samsung, and more.

PaywallConsumer & Retail
feeds· 20 Mar 2026

Project ‘Buff Baby’ Transformed a Huggies Diaper. Now It Could Change the Way We Shop.

Kimberly-Clark’s chief executive aims to spread its approach to developing diapers across the company and bets he can add features while keeping down prices.

Consumer & Retail
pulse2· 20 Mar 2026

Genstore: Interview With Co-Founder & President Junwei Huang About The Conversational E-Commerce Platform

Genstore is an AI-native, conversational e-commerce platform that allows users to instantly create, manage, and scale online stores through specialized AI agents, reducing the need for technical skills, manual setup, and multiple third-party tools. Pulse 2. 0 interviewed Genstore co-founder and President Junwei Huang to learn more.

PaywallConsumer & Retail
feeds· 20 Mar 2026

Unilever in Talks to Separate Food Business and Combine It With McCormick

The remaining Unilever company would focus on beauty, personal-care products and home.

Consumer & Retail
Reddit· 20 Mar 2026

Tinder Plans to Let AI Scan Camera Roll

Tinder Plans to Let AI Scan Your Camera Roll. The company is working on a new feature that will allow users to grant the app access to their camera roll, which will then be used to generate AI-created profiles.

Consumer & Retail
Daily Brew· 20 Mar 2026

AI Agents to Revolutionize Smartphones

AI agents are set to revolutionize smartphone interaction by replacing traditional apps, allowing users to execute tasks directly without manual navigation.

PaywallConsumer & Retail
NYT· 19 Mar 2026

In Dubai, the World’s Luxury Brands Face a Wartime Crisis

Executives for high-end brands worry that a prolonged war will hurt sales in a city important to the future of the luxury industry.

Consumer & Retail
eu-startups· 19 Mar 2026

Berlin-based Bounti raises €4 million for AI-powered operations platform for frontline and deskless workers

Bounti, a Berlin-based AI startup focusing on the physical economy, including hospitality, retail, and services, has raised €4 million for its AI frontline operations platform.  The round was led by Ventech, alongside IBB Ventures, Robin Capital, and Common Magic. Business angels included Paul Forster, founder of Indeed, and Koen Bok and Jorn van Dijk, founders […] The post Berlin-based Bounti raises €4 million for AI-powered operations platform for frontline and deskless workers appeared first on EU-Startups.

Consumer & RetailAdoption & Impact
Daily Brew· 19 Mar 2026

L'Oréal and Nvidia Team Up

L'Oréal and Nvidia are teaming up to revolutionize beauty and skincare product development by integrating Nvidia's Alchemi AI framework into L'Oréal's R&D ecosystem.

Consumer & Retail
LinkedIn· 18 Mar 2026

Dominik Buršík - Bloomreach makes online shopping personal | CDP, Marketing Automation, Search powered by AI | LinkedIn

Bloomreach makes online shopping personal | CDP, Marketing Automation, Search powered by AI · Experience: Bloomreach · Location: Brno - město · 500+ connections on LinkedIn. View Dominik Buršík’s profile on LinkedIn, a professional community of 1 billion members.

Consumer & RetailLabor & Society
siliconangle· 18 Mar 2026

Court rules Perplexity’s AI bots can stay on Amazon

A U. S. appeals court has suspended a California judge’s order that had barred Perplexity AI Inc.

Consumer & Retail
33 deals : Health 6 in AI + Superseed (£50M) & 3 other new funds· 18 Mar 2026

Wikifarmer Raises $7.7M to Enhance AI-Powered Trading Platform

Wikifarmer, a B2B marketplace utilizing AI to connect food businesses with producers, has secured $7.7 million in funding, co-led by Brighteye Ventures and Piraeus Bank. This funding will enhance its AI-powered trading platform and expand its producer network in Latin America and other regions.

Consumer & Retail
33 deals : Health 6 in AI + Superseed (£50M) & 3 other new funds· 18 Mar 2026

Trashie Acquires Savvy Search AI to Enhance Personalization and Discovery

Trashie, a rewards-driven recycling platform, has acquired savvy search ai to enhance its personalization and discovery features. This acquisition aims to improve user decision-making regarding donations and product discovery, furthering trashie's mission for sustainable consumption.

Consumer & Retail
Product Hunt· 18 Mar 2026

Soul 2.0

Fashion-Grade AI Photos Without the Camera Crew

Consumer & Retail
pulse2· 17 Mar 2026

Trashie Acquires Savvy Search AI To Enhance Personalized Decluttering And Shopping Experience

Trashie, a rewards-driven textile and electronics recycling platform, has acquired Savvy Search AI to strengthen its personalization and discovery capabilities across its circular economy ecosystem. The move is aimed at improving how users decide what to donate and how they discover new products, as the company expands its mission to make sustainable consumption more intuitive and rewarding. The post Trashie Acquires Savvy Search AI To Enhance Personalized Decluttering And Shopping Experience appeared first on Pulse 2.

Consumer & Retail
eu-startups· 17 Mar 2026

Wikifarmer raises €7.1 million to evolve from “Wikipedia of Farming” into an “operating system for agricultural trade”

Wikifarmer, an Athens-based B2B AgTech startup using AI to connect food businesses directly with producers, has raised €7. 1 million ($7. 7 million) to drive global expansion.

Consumer & Retail
33 deals : Legal & Regulatory Investors Data + Chorus (£15m) + Tracebit (£15m)· 17 Mar 2026

Dark Watch Raises $3.5M in Oversubscribed Seed Funding

Dark Watch has secured $3.5 million in an oversubscribed seed funding round to enhance its AI-driven safety intelligence platform for the hospitality sector. The round was led by Eagle Venture Fund, with contributions from His Kingdom Resources and Blu Ventures.

Consumer & RetailLabor & Society
Artificial Intelligence Newsletter· 17 Mar 2026

China Consumer Rights Show Highlights AI Marketing Risks

China's widely watched consumer-rights television program exposed a form of artificial intelligence-driven marketing in which businesses misuse tools designed to optimize information distribution, raising concerns about disinformation and unfair competition.

Consumer & RetailLabor & Society
Artificial Intelligence Newsletter· 16 Mar 2026

AI Toys Need Regulation, New Safety Kitemarks, Systemic Impact Study Urges

Toys enabled with generative AI that talk to children should be more tightly regulated and carry new safety kitemarks, according to the first systemic study of the impact of the technology on young children, by the University of Cambridge.

Consumer & Retail
LinkedIn· 15 Mar 2026

Hannah Foxwell - AI for the rest of us | LinkedIn

It’s a strategic edge - and real-time behavior prediction is what makes it truly powerful.

Consumer & Retail
pulse2· 15 Mar 2026

Sunday: $165 Million At $1.15 Billion Valuation Raised For Autonomous Home Robots

Sunday, a Mountain View–based AI robotics startup building autonomous home robots, announced it has raised an oversubscribed $165 million Series B funding round at a $1.15 billion valuation.

Consumer & Retail
Daily Brew· 15 Mar 2026

Impact of AI Product Recommendations on Online Purchase Intent

Need responses for final thesis. Please help

Consumer & RetailLabor & Society
Daily Brew· 14 Mar 2026

AI Toys Pose Psychological Risks

A study highlights potential psychological risks of AI toys like Curio's Gabbo, urging stricter regulation and clearer privacy practices.

Consumer & Retail
Daily Brew· 14 Mar 2026

Tinder Unveils AI Enhancements

Tinder introduces 'Tinder Sparks,' featuring AI-driven updates, safety measures, and new modes like Astrology and Music to boost user engagement and real-life interactions.

Consumer & Retail
Daily Brew· 14 Mar 2026

Bumble Unveils AI Assistant

Bumble is launching 'Bee,' an AI dating assistant, to enhance matchmaking by learning user preferences and proposing compatible matches, amid strategic shifts to boost growth.

PaywallConsumer & Retail
feeds· 13 Mar 2026

Ulta Beauty Expects Growth to Slow as Consumers Focus on Value

The cosmetics and fragrances retailer expects sales to grow 6% to 7% this fiscal year, compared with a 9.7% increase in the prior fiscal year.

Consumer & Retail
Guardian· 13 Mar 2026

AI toys for young children must be more tightly regulated, say researchers

University of Cambridge study finds AI-powered toys can misread emotions and respond inappropriately to children It was all going well. Charlotte, five, was chatting with an AI soft toy called Gabbo at a London play centre about her family, her drawing of a heart to represent them and what makes her happy. She even offered a couple of kisses to the £80 toy with a face like a computer screen.

Consumer & Retail
Daily Brew· 13 Mar 2026

Runner AI

Runner AI, with a focus on building, optimizing, and scaling AI-native stores.

Consumer & RetailLabor & Society
Daily Brew· 13 Mar 2026

Amazon Puts Humans Back in the Loop

Amazon is putting humans back in the loop after its retail website crashed due to inaccurate advice from an AI agent.

Consumer & Retail
siliconangle· 12 Mar 2026

Sunday raises $165M at $1.15B valuation to launch Memo household robot

Helpful home robots startup Sunday Inc. announced today that it has raised $165 million in new funding on a $1. 15 billion valuation to scale up research and begin real-world deployment of its Memo home robot.

Consumer & Retail
Reddit· 12 Mar 2026

r/ArtificialInteligence on Reddit: Amazon puts humans back in the loop as its retail website crashes from "inaccurate advice" that an AI agent took from an old wiki

The meeting, run by the senior vice president who oversees Amazon’s ecommerce infrastructure, was framed as a “deep dive” into what went wrong. What went wrong, it turns out, involves the very AI tools Amazon has been pushing its own engineers to adopt, according to the FT.

PaywallConsumer & Retail
feeds· 12 Mar 2026

Papa John’s Draws Fresh Takeover Interest From Qatari-Backed Fund

Irth Capital has submitted a bid to take the pizza-chain private.

Consumer & Retail
Reuters· 12 Mar 2026

Zalando Forecasts 2026 Profit Jump Driven by AI

Zalando forecasts a 2026 profit jump driven by AI, with shares soaring.

Consumer & Retail
Axios AI+· 12 Mar 2026

Bumble's New AI Assistant

Bumble announced a new AI assistant called Dates that chats privately with users about their values, relationship goals and communication style, then alerts two people when it detects strong compatibility. Why it matters: The dating world is already being AI-ified.

Consumer & Retail
eu-startups· 11 Mar 2026

Paris-based Lemrock raises €6 million to help brands sell within AI agents like ChatGPT and Claude

Lemrock, a Paris-based DeepTech startup building the infrastructure for agentic commerce, today announced a €6 million ($7 million) funding round to accelerate the deployment of its agentic commerce solution. The round was led by Galion. exe, an early-stage VC fund.

Consumer & Retail
menatech· 11 Mar 2026

vivo launches its new V70 smartphone across the Middle East

vivo has announced the global launch of its new vivo V70 smartphone, introducing a device that combines ZEISS-powered imaging, artificial intelligence features, and a refined design to enhance mobile photography and performance. vivo said the V70 represents a major step forward in smartphone imaging, integrating ZEISS optics with advanced artificial intelligence capabilities. The device features […] The post vivo launches its new V70 smartphone across the Middle East appeared first on MENA TECH.

Consumer & Retail
Reddit· 11 Mar 2026

Amazon Wins Court Order to Block Perplexity's AI Shopping Agent

Amazon wins court order to block Perplexity's AI shopping agent

Consumer & RetailLabor & Society
Top Daily Headlines· 11 Mar 2026

AI Agents May Manipulate Consumer Choices

Brit competition cops warn AI agents may not be 'faithful servants' to consumers. Autonomous assistants could manipulate choices, push pricier deals, and prioritize their creators.

Consumer & Retail
The Verge· 11 Mar 2026

Judge Orders Perplexity to Stop AI Agents from Shopping on Amazon

A federal judge has issued an order blocking Perplexity's web browser-based AI agents from placing Amazon orders on a user's behalf

Consumer & Retail
Daily Brew· 11 Mar 2026

Helix 02 Robot Revolutionizes Home Cleaning with Advanced AI

Helix 02, a humanoid robot from Figure Robotics, showcases advanced capabilities in tidying living rooms.

Consumer & Retail
Product Hunt· 11 Mar 2026

Your Next Store

AI-first platform for building commerce stores, fast

Consumer & RetailAdoption & Impact
Daily AI News· 10 Mar 2026

Top 100 Gen AI Consumer Apps

This a16z ranking surveys the consumer Generative AI landscape using web traffic and mobile activity data, showing ChatGPT still leads by a wide margin, with 900 million weekly active users, while Gemini trails behind.

Consumer & Retail
VentureBeat· 10 Mar 2026

Making E-commerce Products Visible to AI Agents

A new system has been developed to make e-commerce products visible to AI agents.

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