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Prompt engineering by Quick component: Patterns and pitfalls

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What happened

Quick Research Getting useful output from Amazon Quick Research depends on how you frame the research objective. The agent takes your objective, breaks it into sub-topics, searches across enterprise data and external sources, then delivers a structured report with citations.

A vague objective produces a shallow report. A specific one produces something you can act on.

A strong objective names the topic, scopes the timeframe, identifies the audience, and tells the agent what outputs matter most. Example: Analyze the adoption of generative AI across US hospital systems over the past 12 months.

Sources & evidence