Analysis Plan: Which Cut of the Data Proves or Kills Each Hypothesis

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Prompt

ChatGPT
Claude
Grok
OpenRouter
Act as an analytics lead on a consulting team. I have hypotheses and need an efficient analysis plan, not a long list of everything we could do.

Hypotheses to test: {{HYPOTHESES}}
Data we have or can request: {{AVAILABLE_DATA}}
Time available for analysis: {{ANALYSIS_TIME}}

Create the plan:
1. For each hypothesis, specify the single most decisive analysis: the comparison to make, the metric, the cut (by segment, time, location), and the result that would support or refute the hypothesis.
2. Sketch the chart each analysis would produce (axes, what is compared) so the team can build a dummy page now.
3. Note data quality risks per analysis: definitions that may differ, missing periods, small sample sizes.
4. Sequence the analyses so early ones can reshape later ones, and mark any that can be dropped if time runs short.
5. List the questions to ask the client's data owner before we start.

Rules: do not produce results, example numbers or benchmarks; this is a plan, so any figure shown must be marked [INFERRED]. Do not recommend methods that need data we have not listed unless you flag it as a request.
Output: a table with columns Hypothesis, Analysis, Chart sketch, Data risk, Priority; then the sequence and the questions.

Customize this prompt

Fill in the variables below to personalize this prompt:

ChatGPT
Claude
Grok
OpenRouter

Model Settings

Recommended Models

ChatGPT Claude Gemini

Temperature

0.7

Max Tokens

2000

Additional Notes

Best for: Planning analysis before the data lands

About this prompt

“Analysis Plan: Which Cut of the Data Proves or Kills Each Hypothesis” is a free prompt for ChatGPT in the Reasoning & Problem-Solving category, 207 words long, added to The Prompt Index on October 28, 2026 by The Prompt Index. Copy it with the button above, paste it into ChatGPT or any other AI chat assistant, and send it.

It has 3 placeholders to fill in first: {{HYPOTHESES}}, {{AVAILABLE_DATA}}, {{ANALYSIS_TIME}}. Use the “Customize this prompt” fields to personalise it before you copy.

Recommended models: ChatGPT, Claude, Gemini.

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