The best product won't win in agentic commerce. The most readable one will.

Uncomfortable truth for brand builders: quality alone won't get you recommended by AI agents.
We spent two years perfecting our product. Formulations, packaging, sourcing. And then I realised, none of that matters if an AI assistant evaluating purchase options can't clearly parse what we sell, who it's for, and whether it's in stock.
The winning brand in agentic commerce isn't the one with the best product. It's the one that's easiest for an AI to understand, trust, and recommend.
That's a product data problem, not a product problem. And most D2C brands are ignoring it completely right now.
Has anyone actually audited their store through this lens yet? Curious what you found.