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Vera Maia's avatar

Conversational Attributes is the most interesting one for me. In pre-owned, every item has its own condition and story — and that never really fit into a normal feed. If agents can finally read that kind of context, it changes a lot. Curious how it holds up when every SKU is different, like in recommerce catalogs.

AfterHuman's avatar

…also a little terrifying if the ecosystem gets flooded with agents, synthetic engagement, fake shopping intent, and automated recommendation loops optimizing for conversion instead of trust.

At some point, retailers and platforms may realize: understanding who (or what) is actually interacting with products becomes just as important as the products themselves. Fascinating stuff unfolding either way. Thanks for roundup!

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