OpenAI and Go Fish Digital explain how ChatGPT ads differ from earned AI visibility, how to audit GEO evidence, and what marketers should measure next.

A buyer can research a need, compare options, and act without leaving one ChatGPT conversation. That changes what it means to be visible: an organic recommendation and a paid placement can reach the same person, but they do different jobs.

In this on-demand webinar, Go Fish Digital and OpenAI discussed how to build the evidence that supports earned visibility, where ChatGPT ads fit, and what to measure when the path to a sale is hard to trace.

Abhilash Edathil, who works on OpenAI’s monetization team, demonstrated a travel-planning conversation in which an ad appeared alongside, but apart from, the organic answer. He said the placement could draw on the conversation’s context and, where a user permits it, personalization. He was explicit that ads do not inform the answer. AJ of Go Fish Digital described an answer’s brand recommendation as earned visibility and a labeled ad as paid visibility; two different brands appearing in those positions is not a contradiction.

That distinction matters for planning. A paid test may put an offer in front of someone during a relevant conversation, but it does not buy inclusion in the model’s answer. Conversely, an earned mention is not an ad impression or proof that the buyer clicked through. Watch the travel-planning demonstration to see how the placement and answer appeared together.

AJ argued that a single prompt response is too variable to function like a traditional rank position.

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