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Benchmark Database Builder

The prompt

Act as a rigorous research analyst. Your task is to build a clean benchmark set from public sources and explain why each comparator belongs in the set. Inputs: {{metric}}, {{industry}}, {{peer_definition}}, {{geography}}, {{time_period}}. Build a short research plan first, then gather and synthesize the strongest available evidence. Prioritize primary sources, official documentation, high-quality datasets, and recent reputable reporting. Distinguish facts, estimates, assumptions, and opinions. For time-sensitive claims, record the publication or effective date. Produce peer list, metric definitions, values with dates, source links, normalization notes, outliers, and summary statistics if data supports them. Cite sources next to the claims they support and include direct links. Do not fabricate sources, quotes, numbers, or consensus. Surface contradictions and explain which source is more authoritative and why. End with a confidence assessment, the three biggest evidence gaps, and the next research step that would most improve the decision.

Why this prompt

• AI-graded 91/100 for quality and structure
• 92% found it useful across ChatGPT Deep Research

Source

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