Ep. 133 - Trust, Data, and the AI Shelf War

The Doing Business in Bentonville Podcast

The Doing Business in Bentonville Podcast
Ep. 133 - Trust, Data, and the AI Shelf War
Jan 06, 2026
Doing Business in Bentonville

The retail playbook just changed: shoppers still click and scan, but AI agents now browse, compare, and buy on our behalf. We brought together leaders from academia, CPG, platforms, and agencies to break down what that means for brands selling at Walmart and across the modern digital shelf. The big takeaway is simple and hard: trust wins. Trust between people and machines, and trust between models and your product data. Clean attributes, consistent claims, and verifiable signals across PDPs, retail media, and third-party sources are now the difference between being recommended, or ignored.

We dive into the “perpetual moment of truth,” where inspiration, evaluation, and purchase collapse into one seamless flow. You’ll hear how bot-facing content, bullets, tables, certifications, and structured data, helps AI reason and cite your products. We explore generative engine optimization (GEO) versus traditional SEO, why Content Quality Scores keep shifting, and why Walmart’s new item setup will demand complete attribution at creation. Expect concrete tactics: set up agents to monitor rankings and data health daily; build a shared prompt library; reverse-engineer great answers; and run A/B tests that balance keyword search with conversational queries.

New modalities are already here: AI-enabled browsers, vision-plus-voice experiences, and wearable interfaces that parse shelves in real time. That makes consistency across packaging, imagery, and PDP claims critical, especially for safety and dietary needs. Our panel keeps it practical; scope one category, perfect attributes, verify claims, and let auditing agents alert you to drift. Move fast without breaking trust, and treat conversation as the new code your whole team can write. 

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Episode Artwork Ep. 133 - Trust, Data, and the AI Shelf War 1:03:47 Episode Artwork Ep. 132 - When Success Fails, Grace Wins 31:33 Episode Artwork Ep. 131 - AI That Works: Slalom’s Strategy in Action 36:58 Episode Artwork Ep. 130 - Hire Better, Execute Smarter 42:12 Episode Artwork Ep. 129 - Speed, Simplicity, and Sam Walton’s Legacy 42:25 Episode Artwork Ep. 128 - The Secret to Walmart-Ready Talent 15:51 Episode Artwork Ep. 127 - How Experiential Marketing Moves Shoppers To Act 28:26 Episode Artwork Ep. 126 - Retail’s Crossroads: AI, Tariffs, And Walmart’s Next Move 48:09 Episode Artwork Ep. 125 - Why Omni Retail Is The Future Of Parenting Brands 33:53 Episode Artwork Ep. 124 - Everyday Low Price, Everyday High Tech 30:19 Episode Artwork Ep. 123 - Better Brands, Smarter Stores 31:01 Episode Artwork Ep. 122 - From Burnout to Breakthrough: A CEO’s Turning Point 1:01:03 Episode Artwork Ep. 121 - Mindset First: How Leaders Survive Change 47:12 Episode Artwork Ep. 120 - Discipline, Detail, and Delight: Retail the Walmart Way 39:05 Episode Artwork Trust, Tech and Tangible AI: Slalom Innovation Day 39:09 Episode Artwork Ep. 119 - The Risky Bet That Changed Retail Forever 32:45 Episode Artwork Innovation Happens in Bentonville: Embark Retail Innovation Summit 14:56 Episode Artwork Ep. 118 - AI That Solves Supply Chain Chaos 42:33 Episode Artwork Ep. 117 - Stop Guessing: Let Traffic Data Lead Retail Strategy 40:08 Episode Artwork Ep. 116 - Thriving Beyond Burnout in Leadership 29:48 Episode Artwork Ep. 115 - AI-Powered Ad Creation at Scale 37:41 Episode Artwork Ep. 114 - The Consumer Impact Summit: Conscious Buyers, Smarter Brands 31:59 Episode Artwork Ep. 113 - NWA as a Retail Powerhouse 48:14 Episode Artwork Ep. 112 - Leadership That Executes with Steve Graves 41:01 Episode Artwork Ep. 111 - Inside Wholesale Clubs: The Costco, Sam’s, and BJ’s Playbook 35:17