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Would you fund an AI answer product with advertising? Choose a first experiment and calculate the economics.

Try it in the practice workspaceDraft your answer before comparing it with the rubric.

Separate sponsored placement from answer quality, account for publisher incentives and calculate revenue per eligible query.

Updated Oct 2026 · Original practice questions with worked answers and teaching rubrics. Our editorial policy explains the sources, review process and limits.

Case briefRead the inputs, then make your call

You are considering a hypothetical ad-funded answer product. These planning figures are fictional and are not vendor rates.

Scenario inputs
Monthly queries1,000,000
Eligibility and fill30% of queries eligible; 50% fill; one ad impression per filled query.
Ad performance2% click-through rate; $1 revenue per click.
InferenceCost of $0.006 per total query. Other costs and existing revenue displacement are not included.

Your task. Calculate the economics, choose an experiment and protect user trust and partner value.

Separate sponsored placement from answer quality, account for publisher incentives and calculate revenue per eligible query.

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