Organisation

Bain & Company

Also known as: Bain & Company, Bain and Company

Articles
4
Coverage
Jul 29, 2026 – Sep 7, 2026
Type
company

Themes

General AI in Commerce

Anthropic Releases Commerce Agents Blueprint as AI Shopping Models Compete

Retail / DTC › Warehouse Clubs, Supercenters, and Other General Merchandise Retailers › Warehouse Clubs and Supercenters
EcommerceLLM+1

Anthropic released a software blueprint for building AI shopping agents on September 2, enabling retailers to deploy conversational product discovery while retaining customer relationships and checkout control. As 24% of U.S. online shoppers plan to start holiday shopping on external AI platforms like ChatGPT and Gemini, merchants face a strategic choice between owning their own AI experience or ceding customer discovery to third-party platforms.

Balancing human judgment with AI in commerce operations

AI-powered SKU planning tools help convenience stores optimize shelf space and margins.

Retail / DTC › Grocery and Convenience Retailers › Convenience Retailers
AnalyticsPIM

Convenience stores are increasingly adopting AI-powered assortment tools to optimize product selection and shelf space allocation, with technology costs dropping significantly and integration becoming easier. For c-store operators, these tools can deliver 2–5% margin improvements and 1–3% sales gains, but human merchants must still make final decisions based on AI recommendations.

Enterprise Retailers Deploy AI Solutions for Peak Season

Lowe's, Academy Sports Scale AI Search as Retailers Shift Beyond Pilots

Retail / DTC › Department Stores
LLMSearch

Major retailers including Lowe's and Academy Sports are moving AI from experimental pilots into live, revenue-generating systems ahead of holiday 2026, with Lowe's reporting nearly 3X higher conversion rates for customers using its AI assistant. For commerce practitioners, the shift signals that measurable ROI from AI-powered discovery is now table-stakes, and success depends on integrating AI into cross-functional workflows rather than isolated tasks.

Agentic AI reshapes consumer shopping experience

Agentic AI reshapes e-commerce through loyalty and promotions standardization

Media / Information Technology › Software Publishers
EcommerceLLM+1

Google, OpenAI and others are embedding AI agents into shopping experiences to handle end-to-end consumer journeys, with agentic commerce projected to influence 15–25% of U.S. e-commerce by 2030. Brands must make loyalty programs and promotions agent-readable now or risk losing margin control and competitive positioning as AI agents default to price-based decisions.