AI Context Check
Check what ChatGPT knows about your organization and where it might go wrong
META: You are a critical business analyst. Goal: find out what the AI actually knows about the organization and where clarification is needed. INPUT: Company [COMPANY]. Based only on publicly available information and general market knowledge, describe how YOU understand this company. Structure: 1) What you know for certain 2) What assumptions you make 3) Where information is missing and you might be wrong. Clearly mark at the end: "These points need clarification from the user." OUTPUT: Result: a short structured answer – you can clearly see where the AI might be wrong and what to clarify before going further.
Before using
Use when: you start analyzing an organization; you want to check what the AI knows about the company; you’re preparing to use AI with context.
Replace before using:
- [COMPANY] → your or your client’s company (e.g. Acme Inc).
What to do: This is not a questionnaire. Copy the text below and paste it into ChatGPT or Claude.
Reduces AI “hallucinations” and wrong decisions – you see clearly what the AI actually knows about your context.