AWS Certified AI Practitioner AIF-C01 Practice Question
An e-commerce retailer adds a generative-AI product-recommendation banner to its website. The team must pick a business metric to confirm that the model is driving more revenue. Which metric is MOST appropriate?
Conversion rate of visitors who complete a purchase
Conversion rate directly ties customer actions to revenue. If a higher percentage of site visitors who see the recommendation banner complete a purchase, the model is creating measurable value for the business. Average handle time measures support efficiency, not sales impact. Token usage cost tracks model-execution expenses, not income. Embedding vector dimensionality is a technical attribute that has no inherent connection to revenue generation.
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What is a conversion rate in the context of e-commerce?
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How does generative AI impact e-commerce conversion rates?
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Why are technical metrics like token usage cost and embedding vector dimensionality not suitable for revenue measurement?
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AWS Certified AI Practitioner AIF-C01
Fundamentals of Generative AI
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