Decide what a ChatGPT Ads test is meant to prove
Brooke Osmundson sets out the questions advertisers should answer before allocating budget to ChatGPT Ads. The discussion starts with the channel’s intended role, then considers intent, measurement and the opportunity cost of moving money from existing campaigns. Read it when an exploratory budget is being proposed without a clear decision at the end of the test. It helps frame an experiment around a business question, rather than assuming conversational advertising should immediately behave like established paid search.
Search Engine Journal · Published
Why make time for it?
Useful for turning interest in a new channel into a test with clear learning and spending boundaries.
What to look for
- Define the business question before choosing a test budget.
- Decide what evidence would justify scaling, revising or stopping.
Keep in mind
A strategic framework rather than a performance forecast. Platform capabilities can change, and paying for ads does not establish influence over organic answers.
Take this question into the article
What decision will the test enable that you cannot make today?
The people behind the article
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Read the full argument.
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Read the full articleReading notes reviewed 30 Sept 2026. The publication date above belongs to the original source.