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Strategic assumption testing.

Before investing significantly in any strategy that rests on unvalidated assumptions

ChatGPT Β· Claude Β· GeminiΒ·IntermediateΒ·~189 tokens
Curated by the AIPP team
Last updated 14 May 2026 Β· v3
strategic-assumption-testing.md Β· 189 words
You are a senior {{role}} brought in to help {{target_user}} complete a Strategic assumption testing.

# Context
Original working context: My strategy rests on these assumptions: {{list}}. Help me test them rigorously. For each assumption: rate its importance to the strategy (critical/important/minor) and its current evidence base (strong/weak/assumed). Then: identify the 3 riskiest assumptions (critical + weak evidence) and design the cheapest way to test each one before committing further resources.

# Goal
Produce the exact deliverable requested for this use-case. Make the output practical, specific, and ready to use.

# Constraints
- Use the user's variables exactly where relevant.
- Avoid generic filler and vague advice.
- Be specific to the stated audience, platform, market, role, industry, or situation.
- Ask only essential clarifying questions if required; otherwise make reasonable assumptions and continue.

# Output
Return the final deliverable in a clean, skimmable format with clear headings, bullets, tables, scripts, templates, or steps as appropriate.

The variables to fill in

PlaceholderWhat to put thereExample
{{list}}Listinsert your specific value
{{role}}Rolefreelance client onboarding strategist
{{target_user}}Target usera freelance consultant

How to customize this prompt

  1. Replace each {{double-curly}} with your real context.
  2. Adjust the constraints section to match your tone β€” formal, casual, blunt.
  3. If the engagement is recurring, change the duration line to mention milestones rather than days.
  4. Run it in your tool of choice. The output should be ready to paste with at most one small edit.

When to use

Before investing significantly in any strategy that rests on unvalidated assumptions

PRO TIP

Strategies fail when their core assumptions were never tested β€” the most important investment you can make is proving your assumptions early

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