Turn spreadsheet analysis into an executive summary

작성자: AILesson6 분 소요테스트::ChatGPT검토일: 2026-08-28

빠른 답변

Convert verified metrics into decisions, changes, risks, and requests without overstating evidence. 제공할 내용: Reader and decision, Verified findings, Risks, unknowns, and requested action. 예상 결과: A concise decision-ready summary with metric traceability and caveats.

맥락 추가

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Reader and decisionVerified findingsRisks, unknowns, and requested action

프롬프트

채워지지 않은 필드는 플레이스홀더로 표시되므로 프롬프트를 복사하고 편집할 수 있습니다

Write a decision-ready executive summary from spreadsheet analysis.

Reader and decision:
[audience]

Verified findings with periods, denominators, baselines, and sources:
[findings]

Risks, unknowns, and requested action:
[limits]

Use only supplied findings. Lead with what changed and why it matters for the decision. Separate observed facts, plausible interpretations, and recommendations. Preserve material denominators, comparison periods, uncertainty, and data-quality limits. Return a short headline, 3–5 key findings, decision implications, risks/unknowns, and one explicit ask. Add a metric trace table linking every number in the summary to its supplied source.

Playground에서 사용해 보기

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입력에서 결과까지

적용 예시

구체적인 맥락이 이 레시피를 바로 사용할 수 있는 결과로 바꾸는 방법을 확인하세요

실제 입력

Reader and decision: COO deciding whether to fund a two-week investigation into checkout performance.
Verified findings: Complete weeks only. Online conversion fell from 4.8% to 3.9% over six weeks, −0.9 percentage points/−18.75%. The largest step was 4.6% to 4.1%. Mobile is about 70% of checkout starts. Tracking definition changed 11 May; mobile release was 1 June. No controlled comparison. Source: Conversion_Weekly pivot v3, refreshed 27 Aug 2026.
Risks, unknowns, and requested action: Need event-level validation and Mobile versus non-Mobile breakdown. Ask to assign one analyst and one engineer for two weeks. Do not state the release caused the decline.

예시 출력

Checkout conversion shows a sustained decline that warrants focused investigation

Observed: Across the six most recent complete weeks, conversion declined from 4.8% to 3.9%—down 0.9 percentage points, or 18.75% relative.
Observed: The largest single step was 4.6% to 4.1%, followed by two smaller declines. Mobile represents about 70% of checkout starts.
Interpretation: The pattern is operationally material, but the 11 May tracking-definition change limits comparison and the data does not establish that the 1 June mobile release caused it.
Decision implication: A short investigation can determine whether the change is measurement-related, concentrated on Mobile, or distributed more broadly before larger remediation is funded.

Risks/unknowns: event-level tracking validity, Mobile versus non-Mobile rates and denominators, delayed conversions, and post-refresh revisions.

Ask: Assign one analyst and one engineer for two weeks to validate tracking and produce a device-level diagnosis with recommended action.

Metric	Source
4.8% → 3.9%; −0.9pp/−18.75%	Conversion_Weekly pivot v3, six complete weeks
4.6% → 4.1% largest step	same source
Mobile ≈70% of starts	same source; verify event-level denominator

효과가 있는 이유

1
Separating facts, interpretations, and recommendations prevents analysis from turning into unsupported certainty.
2
A metric trace table keeps compressed executive language auditable.

결과 확인

Can every number be traced to a supplied finding and period?
Are interpretations labeled separately from observations?
Is the requested decision or action explicit?

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이 레시피를 언제 사용해야 하는지, 무엇을 제공해야 하는지, 그리고 어떤 부분에서 사람의 검토가 여전히 중요한지에 대한 실용적인 답변

What should I prepare before using “Turn spreadsheet analysis into an executive summary”?

For “Turn spreadsheet analysis into an executive summary,” prepare Reader and decision, Verified findings, and Risks, unknowns, and requested action. Replace placeholders only with information you can verify. If a detail is unknown, preserve that uncertainty explicitly instead of asking the model to infer it.

When is the “Turn spreadsheet analysis into an executive summary” result not ready to use?

The result is not ready if it does not yet deliver the stated outcome—A concise decision-ready summary with metric traceability and caveats—from the supplied evidence, or if it relies on unresolved assumptions, missing approvals, or invented details. Use the checks as release gates: revise the source inputs or assign a named, authorized reviewer instead of polishing an unsupported output.

Which AI tools have recorded tests for “Turn spreadsheet analysis into an executive summary”?

The published test record for “Turn spreadsheet analysis into an executive summary” lists ChatGPT as of 2026-08-28. This confirms recorded runs, not guaranteed compatibility or identical results in later product versions. For another tool or version, keep every constraint visible and repeat the result checks before use.

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