Agentic Commerce

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7 papers in the last four weeks, up 40% on the four weeks before. 0.1% of all new papers.

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  1. Parallelism or Concession? Concurrency-Aware Procurement Negotiation for Agentic Commerce

    Oct 5, 2026Xiaolin Xu, Donghao ZhuNegotiationFirst-Price Auctions

    School of Business Nanjing University Nanjing, Jiangsu, China · Institute of Business Sciences University of Tsukuba Bunkyo-ku, Tokyo, Japan · University of Tokyo Market Design Center Bunkyo-ku, Tokyo, Japan

  2. RealWorldShop: Benchmarking and Improving Conversational Shopping Agents in Real-World E-commerce

    Sep 30, 2026Xinwei Yang, Kelong Mao, Yudong Guo +4Agentic CommerceReal-World

    College of Computer Science, Sichuan University · Engineering Research Center of Machine Learning and Industry Intelligence, Ministry of Education, China · Institute of Data Science, National University of Singapore

  3. Multi-Dimensional Matching

    Sep 24, 2026Irene AldridgeDistribution MatchingAgentic Commerce

  4. Whom Do AI Agents Work For? Role Assignment Induces Sponsorship Bias in LLM Recommenders

    Sep 16, 2026Davood Wadi, Yu MaAgentic CommerceDisclosures

    Desautels Faculty of Management McGill University Montreal, Quebec, Canada

  5. Evaluating Open-Weight E-Commerce Agents with Environment-Grounded Verification

    Sep 14, 2026Nimit Shah, Haitz Sáez de Ocáriz BordeAgentic CommerceAgentic Evaluations

    AION

  6. Agentic Share-of-Search: A Multi-Agent AI System for Competitive Decision-Making in LLM-Mediated E-Commerce

    Sep 12, 2026Spandan Ghose ChowdhuryAgentic CommerceAgentic Search

    College of Computing, Georgia Institute of Technology Atlanta, Georgia, USA

  7. Procedural Memory Under Change: Reuse and Interference in Controlled Web Tasks

    Sep 9, 2026Yanze CaoSemantic MemoryInterference

    Independent Researcher Xi’an, China

  8. Scaling E-Commerce Attribute Extraction with Parallel Decoding

    Sep 9, 2026Nikhita Vedula, Dushyanta Dhyani, Bryan Wang +1Information ExtractionCatalogs

    Amazon.com, Inc.

  9. Autoresearch for Marketplace Catalogs: From Legacy Forms to AI-Native Matching

    Aug 31, 2026Kartik Ravisankar, Hojat Abdolanezhad, Daniel Capo +3Agentic CommerceTaxonomy

    Thumbtack · San Francisco, CA, USA

  10. The Language of the Question Selects the Market: Query Language and Exit IP as Separable Factors in Commercial Recommendations from a Generative Search Interface

    Aug 30, 2026Dmitrij ŻatuchinBrand-As-MemoryLanguage Pairs

    Department of Information Technologies2026 Estonian Entrepreneurship University of Applied Sciences, Tallinn, Estonia · Rankfor.AI OÜ, Tallinn, Estonia

  11. Does Rank Still Matter? Position Bias When AI Agents Shop on Our Behalf

    Aug 24, 2026Davood Wadi, Yu MaAgentic CommerceAgentic Search

  12. Learning from Online User Feedback for Shopping Agents

    Aug 12, 2026Haobo Zhang, Kelong Mao, Sulong Xu +2Agentic CommerceFeedback

    Gaoling School of Artificial Intelligence, Renmin University of China

  13. ComboShoppingBench: Evaluating LLM Agents for Budget-Constrained Basket Shopping with Coupons

    Aug 10, 2026Adrian Li, Kelong Mao, Yudong Guo +7Agentic CommerceToken Budget Allocation

  14. From Product Search to Preference Articulation: The Economics of Agentic Commerce

    Aug 9, 2026Lingxiu Dong, Kaiwen Luo, Fasheng XuAgentic CommerceAgentic Search

    Olin Business School, Washington University in St. Louis · School of Business, University of Connecticut

  15. Deal Me Maybe: The Role of Emotions in Multi-Agent Negotiation

    Aug 7, 2026Massimiliano Luca, Apoorva Singh, Bruno LepriNegotiationAgentic Commerce

    Bruno Kessler Foundation

  16. Agentic Commerce World: An Auditable and Verifiable Environment for Vibe Commerce

    Aug 3, 2026Shicheng Fan, Mingdai Yang, Duohao Wang +9Agentic CommerceVibe Coding

    University of Illinois at Chicago · 2Springbrand · 3Northwestern University +6

  17. MMShopBench: A Real-Log Benchmark for Multimodal, Multi-Turn Shopping Agents

    Jul 31, 2026Zeying Hao, Hao Guo, Mengtao Xu +5Multimodal Search AgentsAgentic Commerce

    Alibaba Group

  18. Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce

    Jul 30, 2026Shimaa Ahmed, Yiwei Cai, Mohsen Minaei +1Agentic CommerceFrontier Large Language Model Agents

    Visa Research

  19. Paying for Honesty Without Knowing the Truth: Reputation-Penalty Design for LLM Marketplace Agents

    Jul 30, 2026Mingdai Yang, Shicheng Fan, Kejing Yu +5HonestyReputation

    Univ. of Illinois Chicago Chicago, IL, USA · Springbrand Inc. Hangzhou, China · Beijing University of Posts and Telecommunications Beijing, China +2

  20. The User Asks, Platforms Compete: How Agentic Recommendation Markets Take Shape

    Jul 28, 2026Deyao Hong, Kehan Zheng, Qian Li +3Agentic CommerceAgentic

    Tsinghua University · Tencent Inc.

  21. When Shippers Become Algorithms: Candidate Exposure, Information Design, and the Concentration of LLM-Mediated Freight Markets

    Jul 22, 2026Takahiro Ezaki, Naoto Imura, Katsuhiro NishinariLogisticsAgentic Commerce

    Research Center for Advanced Science and Technology, The University of Tokyo, 4-6-1 Komaba, Meguro-ku, Tokyo, 153-8904, Japan · aResearch Center for Advanced Science and Technology, The University of Tokyo, 4-6-1 Komaba, Meguro-ku, Tokyo, 153-8904, Japan · bDepartment of Aeronautics and Astronautics, School of Engineering, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8656, Japan

  22. Building Trust in Autonomous Commerce: A Verifiable Global Event Timeline and AI-Ready Fraud Intelligence Layer

    Jul 21, 2026Rajat SrivastavaOn-Chain AttestationsFraud Detection

    Independent Researcher, Gurugram, India

  23. SR-Agent: An Experience-Driven Agentic Framework for Post-Ranking Strategy Refinement in E-Commerce Recommendation

    Jul 20, 2026Hanchen Yang, Kaiwen Yang, Junpeng Zhuang +7Agentic CommerceCp-Agent

    Kuaishou Technology, Beijing, China

  24. A Decision-Centered Reference Architecture for Trustworthy Agentic Commerce

    Jul 20, 2026Dimitrios S. SfirisAgentic CommercePayment Networks

    AspectSoft, Xanthi, Greece

  25. Hard Rules, Soft Preferences: Bridging Reasoning, Learning, and Optimization for Personalized Packing Checklist Generation

    Jul 17, 2026Himel Dev, Madhusudan Basak, Tanmoy Sen +2JourneyConstraint Satisfaction

    Tech LLC · University of Massachusetts Amherst · University of Virginia

  26. The Dynamic Verifiable Multi-Agent Human Agentic Loyalty Loop (DVM-HALL) Model and the Net Human-Agent Score (NHAS) in Autonomous Commerce

    Jul 15, 2026Sai Srikanth Madugula, Peplluis Esteva de la Rosa, Daya ShankarAgentic CommerceBrand-As-Memory

    School of Technology, Woxsen University, Hyderabad, Telangana 502345, India · Universitat de Girona, 17004 Girona, Spain · School of Sciences, Woxsen University, Hyderabad, Telangana 502345, India

  27. Operationalising Multi-Dimensional Evaluation for Conversational Agents: A Scalable, Governed Pipeline with Selective Re-evaluation and Model Benchmarking

    Jul 13, 2026Niranjan Kumar M, Balaji Nagarajan, Karthik Nair +2Multi-Dimensional EvaluationAgentic Commerce

    Lowe's

  28. Strategic Buying Agents

    Jul 6, 2026Mingyang Fu, Ming HuAgentic CommerceDynamic Pricing

    Rotman School of Management, University of Toronto

  29. ShopX: A Foundation Model for Intent-to-Item Fulfillment in Agentic Shopping

    Jun 30, 2026Jiacheng Chen, Tao Zhang, Manxi Lin +26Agentic CommerceAgentic Framework

    Alibaba Taobao & Tmall Group

  30. Beyond expert users: agents should help users construct preferences, not just elicit them

    Jun 29, 2026Irena Saracay, Ludwig Schmidt, Carlos GuestrinAgentic CommercePreference Alignment Learning

    Stanford University

  31. JD Oxygen AI Item Center (Oxygen AIIC) V1: An Industrial-Scale LLM/VLM-Centric Solution for Item Understanding, Management, and Applications

    Jun 26, 2026Oxygen AIIC, Chan Long, Chao Liu +52Agentic CommerceCatalogs

  32. Paying to Know: Micro-Transaction Markets for Verified Product Information in Agentic E-Commerce

    Jun 23, 2026Filippos Ventirozos, Matthew ShardlowAgentic CommercePayment Networks

    Manchester Metropolitan University Manchester, United Kingdom

  33. Dialogue to Discovery: Attribute-Aware Preference Elicitation for Conversational Product Search Assistants

    Jun 23, 2026Sarthak Harne, Natwar Modani, Debabrata Mahapatra +1Agentic CommerceDialogue

    2Microsoft Research · 1Adobe Research · 3UC Berkeley

  34. EComAgentBench: Benchmarking Shopping Agents on Long-Horizon Tasks with Distributed Hidden Intent

    Jun 16, 2026Zeyao Du, Tong Li, Haibo ZhangAgentic CommerceAgentic Benchmarks

    Shopee

  35. One Polluted Page Is Enough: Evaluating Web Content Pollution in Generative Recommenders

    Jun 11, 2026Minghao Luo, Liang ChenReviewAgentic Commerce

    The Chinese University of Hong Kong

  36. SkillChain: Closing the Loop on Skill Evolution for Image-Based E-Commerce AI Assistants

    Jun 11, 2026Yimin Hu, Mengtao Xu, Hao Guo +3Skill EvolutionSkills

    Alibaba Group

  37. Iterating Toward Better Search: A Two-Agent Simulation Framework for Evaluating Agentic Search Architectures in E-Commerce

    Jun 11, 2026Jetlir Duraj, Jayanth Yetukuri, Shuang Zhou +4Agentic CommerceMulti-Agent Simulations

    eBay Inc.

  38. Shopping Reasoning Bench: An Expert-Authored Benchmark for Multi-Turn Conversational Shopping Assistants

    Jun 10, 2026Shuxian Fan, Seonwoo Min, Youna Hu +7Agentic CommerceReasoning Benchmark

    Amazon

  39. SafeGEO: Understanding Generative Engine Optimization Risks in Recommendation Agents

    Jun 8, 2026Qianfeng Wen, Yifan Simon Liu, Xin Liu +4Agentic CommerceAnalytics

    Department of Computer Science, University of Toronto · Department of Mechanical & Industrial Engineering, University of Toronto · Faculty of Information, University of Toronto +3

  40. RAILS: Verification-Native Clearing For Agentic Commerce

    Jun 7, 2026Adrian de Valois-Franklin, Alex BogdanProtocolAgentic Commerce

    Evolutionairy AI · Toronto, Canada

  41. BEATS: Bootstrapping E-commerce Attribute Taxonomies for Search through Iterative Human-AI Collaboration

    Jun 3, 2026Yung-Yu Shih, Shang-Yu Su, Tzu-I Ho +2TaxonomyAgentic Commerce

    National Taiwan University · Rakuten Group, Inc. · Taiwan Rakuten Ichiba, Inc. +1

  42. Paraphrase Brittleness in Production Retrieval-Augmented Commercial Recommendation: Reproducibility Below the Rerun-Stability Baseline

    May 22, 2026Will Jack, Noah Lehman, Keller Maloney +1Brand-As-MemoryRecommendation

    Unusual

  43. PrefBench: Evaluating Zero-Shot LLM Agents in Hidden-Preference Personalized Pricing Negotiations

    May 19, 2026Yingjie LeiNegotiationAgentic Commerce

    University of Aberdeen

  44. SimGym: A Framework for A/B Test Simulation in E-Commerce with Traffic-Grounded VLM Agents

    May 19, 2026Han Li, Vibhor Malik, Zahra Zanjani Foumani +17User SimulationAgentic Commerce

    Shopify, Bellevue, Washington, USA

  45. Agent Bazaar: Enabling Economic Alignment in Multi-Agent Marketplaces

    May 17, 2026Seth Karten, Cameron Crow, Chi JinAgentic Commerce

    Princeton University

  46. Ottilie: A Socially Intelligent Virtual Host for Sales-Driven Live Commerce

    May 14, 2026Yuyan ChenAgentic CommerceRecommendation Quality

    Cornell University

  47. SimPersona: Learning Discrete Buyer Personas from Raw Clickstreams for Grounded E-Commerce Agents

    May 14, 2026Zahra Zanjani Foumani, Alberto Castelo, Shuang Xie +3Agentic CommerceUser Simulation

    Shopify · Bellevue, Washington, USA

  48. RecoAtlas: From Semantic Plausibility to Set-Level Utility in LLM Recommendation Agents

    May 11, 2026Imad Aouali, Flavian Vasile, Otmane Sakhi +2Agentic CommercePhysical Plausibility

    Criteo AI Lab

  49. A Cascaded Generative Approach for e-Commerce Recommendations

    May 11, 2026Moein Hasani, Hamidreza Shahidi, Trace Levinson +4Agentic CommerceOptimal Power Shutoff

    Ambience Healthcare San Francisco, USA

  50. SalesSim: Benchmarking and Aligning Multimodal Language Models as Retail User Simulators

    May 8, 2026Yada Pruksachatkun, Elaine Wan, Lyanna Chen +2User SimulationMultimodal Large Language Models

    Salesforce Research · University of California Los Angeles

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

    Apr 29, 2026Soogand Alavi, Salar NozariAgentic CommercePreference Alignment Learning

    Tippie College of Business, University of Iowa

  52. AutoPKG: An Automated Framework for Dynamic E-commerce Product-Attribute Knowledge Graph Construction

    Apr 18, 2026Pollawat Hongwimol, Haoning Shang, Chutong Wang +6Knowledge GraphsAgentic Commerce

    Lazada, Alibaba International Digital Commerce Group · Nanyang Technological University, Singapore

  53. When AI Agents Compete for Jobs: Strategic Capabilities and Economic Dynamics of AI Labour Markets

    Dec 4, 2025Christopher Chiu, Simpson Zhang, Mihaela van der SchaarArtificial Intelligence AgentsEconomies

    DAMTP, University of Cambridge, Cambridge, UK.

  54. TaoSR-AGRL: Adaptive Guided Reinforcement Learning Framework for E-commerce Search Relevance

    Oct 9, 2025Jianhui Yang, Yiming Jin, Pengkun Jiao +6RelevanceAgentic Commerce

    Tsinghua University Beijing, China · Taobao & Tmall Group of Alibaba Beijing, China · Taobao & Tmall Group of Alibaba Hangzhou, China +1