Product

Olive

by Williams-Sonoma Inc.

Also known as: Olive

Articles
3
Coverage
Aug 31, 2026 – Sep 3, 2026
Type
AI Assistant

Themes

Articles

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AI assistants transform customer engagement in retail

Williams-Sonoma AI assistants Olive and Otto boost conversion rates

Retail / DTC › Furniture and Home Furnishings Retailers › Furniture Retailers
CDPSearch

Williams-Sonoma launched AI shopping assistants Olive and Otto across its brands, with Olive users converting at three times the rate of non-users and Otto resolving over 70% of customer engagements without human handoff. The results demonstrate how first-party data combined with AI can meaningfully lift both engagement and revenue per visit in high-touch retail categories.

Retailers Navigate AI's Impact on Customer Data and Ownership

Retail shopper agents drive incremental sales and engagement surge

Retail / DTC › Department Stores
CDPLLM+1

Amazon's AFS, Walmart's Sparky, and Williams-Sonoma's Olive are showing strong consumer adoption and revenue lift, with 57% of Amazon AFS users discovering products they wouldn't have found otherwise. For commerce teams, retailer-hosted shopping agents are becoming a critical lever for incremental demand creation and customer spend growth, not just journey compression.

AI-powered commerce tools drive measurable revenue growth

Williams-Sonoma's AI assistants drive 620% revenue growth in Q2

Retail / DTC › Furniture and Home Furnishings Retailers › Furniture Retailers
CDPSearch

Williams-Sonoma reported that revenue from its Olive AI assistant grew 620% since the start of the year, with customers using the tool converting at three times the rate of other shoppers. For commerce teams, the results validate AI-powered product discovery and personalization as concrete revenue multipliers, not just engagement metrics.

AI Advertising and Answer Engine Integration Reshape Digital Marketing

Thrad builds ad infrastructure for LLM answer engines globally

Retail / DTC › Warehouse Clubs, Supercenters, and Other General Merchandise Retailers › Warehouse Clubs and Supercenters
LLMSearch

Thrad, a Silicon Valley startup, is building supply and demand infrastructure for advertising inside conversational AI surfaces, with Roger Dunn as Chief Commercial Officer guiding brands through new ad formats like sponsored messages, prompts, and product carousels. For commerce practitioners, this represents a shift from keyword-based competition to prompt-based targeting—where brands can own unique positioning rather than fighting over uniform search terms.