business
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Why AI Will Transform Small Business Commerce (Even When It Fails)
Anthropic just proved something extraordinary by accident. They let an AI run a real shop for a month, it failed miserably, and yet revealed the most important shift coming to e-commerce. Don’t make the mistake of missing how massive this transformation will be. The AI Shop Experiment That Demonstrates the Upcoming Revolution Project Vend was…
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![Helping AI Agents Decide: Engineering Confidence in Your Product Data [3-Layer Framework That Transforms AI Window Shoppers Into Buyers]](https://matthiasreinholz.com/wp-content/uploads/2025/06/helping-ai-agents-decide.png?w=1024)
Helping AI Agents Decide: Engineering Confidence in Your Product Data [3-Layer Framework That Transforms AI Window Shoppers Into Buyers]
Context-rich descriptions get you discovered. But discovery doesn’t equal purchase. If your perfectly optimized products are still losing to competitors, the missing piece could be decision confidence signals. Learn the three-layer framework that transforms browsers into buyers by addressing the specific evaluation criteria that matter most in automated commerce. Plus, get the exact prompt that…