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Categories: Analysis & Research
36 prompts
Advanced
Experiment Design Framework
Design an A/B test for [hypothesis]. Include: control & variant, success metrics (with targets), sample size calculation, duration, analysis plan.
Analysis & Research
Design an A/B test for [hypothesis]. Include: control & variant, success metrics (with targets), sample size calculation, duration, analysis plan.
Intermediate
One-Page Decision Brief
Create a one-page decision brief. Inputs: [bullet data]. Constraints: 3 options, 5 criteria table, 1 recommendation with risk note.
Analysis & Research
Create a one-page decision brief. Inputs: [bullet data]. Constraints: 3 options, 5 criteria table, 1 recommendation with risk note.
Intermediate
Competitive Scan Matrix
Compare these 4 tools. Columns: pricing, limits, integrations, edge cases. Add 2 user quotes from public reviews (cite links). Tools:...
Analysis & Research
Compare these 4 tools. Columns: pricing, limits, integrations, edge cases. Add 2 user quotes from public reviews (cite links). Tools: [list].
Intermediate
Dataset QA Report
Given the data dictionary and 100-row sample, list schema mismatches, outliers, and 3 suspect joins.
Analysis & Research
Given the data dictionary and 100-row sample, list schema mismatches, outliers, and 3 suspect joins.
Advanced
Survey Response Clustering
From 250 responses (CSV), cluster themes and output 5 headline insights with verbatim snippets and counts.
Analysis & Research
From 250 responses (CSV), cluster themes and output 5 headline insights with verbatim snippets and counts.
Advanced
Revenue Forecast Stress Test
Stress-test this revenue forecast: list top 5 fragile assumptions and show sensitivity ±10% on each. Input: [model].
Analysis & Research
Stress-test this revenue forecast: list top 5 fragile assumptions and show sensitivity ±10% on each. Input: [model].
Advanced
TAM/SAM/SOM Analysis
Estimate TAM, SAM, and SOM for [product] in [market]. Show calculation method, assumptions, and sensitivity ranges.
Analysis & Research
Estimate TAM, SAM, and SOM for [product] in [market]. Show calculation method, assumptions, and sensitivity ranges.
Advanced
Industry Trend Report
Analyze 5-year trends in [industry]. Identify 3 major shifts, 5 implications, 3 emerging opportunities. Format: structured report.
Analysis & Research
Analyze 5-year trends in [industry]. Identify 3 major shifts, 5 implications, 3 emerging opportunities. Format: structured report.
Advanced
Customer Interview Synthesis
From 10 customer interviews (transcripts), extract: top 3 pain points (with quote), 5 feature requests, 2 barriers to adoption. Format:...
Analysis & Research
From 10 customer interviews (transcripts), extract: top 3 pain points (with quote), 5 feature requests, 2 barriers to adoption. Format: structured summary.
Intermediate
RCA Five Whys Framework
Conduct root cause analysis on [problem]. Apply 5 Whys method, identify root cause, and propose 3 preventive measures.
Analysis & Research
Conduct root cause analysis on [problem]. Apply 5 Whys method, identify root cause, and propose 3 preventive measures.