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Charles C's avatar

Thanks for taking the time to thoughtfully break down the emerging agentic commerce space.

I’m curious whether you’ve seen any ACP documentation that explains how surfacing actually works: the logic for filtering, ranking, and deciding which products appear. Submitting a product feed makes a merchant eligible, but it doesn’t determine what gets shown or why. That may not be an issue now but more merchants will join and the ACP shelf space is limited...this feels like it will be a major topic.

On your question about whether ChatGPT will provide analytics or metrics to merchants, my hunch is that merchants will start experimenting with optional or custom fields in the Product Feed to see what influences visibility. Some will inevitably try to “game” it which underscores the need for analytics. Giving merchants insights into why they were or weren’t surfaced could serve as a potential guardrail that keeps the system healthy.

Maybe something to unpack further in a future post?

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Daniel Popescu / ⧉ Pluralisk's avatar

Thanks for writing this, it clarifies a lot. This series has been really insightful. Your analisys of agentic commerce and the open questions around ChatGPT checkout is spot on. I agree with your perspective completly. Keep up the great work.

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