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Nile Blog & Research articles filed under platforms.
A secondary analysis of 3,602 ChatGPT ad placements from a Penn/Haverford dataset. Paid advertisers appeared in the actual answer text only 8% of the time. After controlling for the question asked, the average lift from paying was −0.3 percentage points. Paying and getting recommended are separate systems.
Amazon’s agentic commerce strategy is defensive: make sure AI agents do not sit above the marketplace and reduce Amazon to one option among many.
Shopify is not trying to become the shopping agent your customers talk to. It is making sure your products can sell inside every agent that matters: ChatGPT, Google AI Mode, Gemini, Copilot, and whatever comes next.
ChatGPT is not the next Amazon, and it is not just another search box. It is a high-intent conversational surface where users already ask for recommendations, comparisons, and decisions, and commerce follows that behavior naturally.
For twenty years, Google owned the moment before purchase. A shopper searched “best carry-on luggage” or “protein powder for sensitive stomach,” and Google decided which ads, listings, and merchant pages appeared next.
At some point a phrase started circulating: 'You need to get on ChatGPT.' There isn't one lever to pull. 'Being on ChatGPT' can mean three different things.
Google Shopping still works. What's changing is where product discovery happens before the Google search ever occurs, and what happens when AI systems answer product questions directly.
