Check whether this analysis's sample size is enough

A ready-to-use “Data & Analysis” AI prompt template. Replace the (bracketed) parts below with your own needs.

Prompt template
I want to draw a conclusion from this data: (describe your data, e.g., 40 games in a season, 260 orders over 3 months for a product, an A/B test with 500 users each). The conclusion I want to claim is: (paste your conclusion). Please check: 1) whether this sample size can support a conclusion of this strength, explained in plain language; 2) which common statistical traps might make me see a false signal (regression to the mean, survivorship bias, multiple comparisons...), matched one by one against my situation; 3) if the sample is insufficient, what strength of claim I could make instead to be honest; 4) what more data I'd need to fully support this conclusion. In Traditional Chinese with Taiwan usage, without obscure statistical jargon.

How to use this prompt

  1. Copy the whole prompt above and paste it into ChatGPT / Claude / Gemini.
  2. Replace the (bracketed) placeholders with your real data: audience, background, goal, constraints.
  3. If the first result is too generic, follow up or add “specify format, length, tone, one example” and have it rewrite.