Free guide

The One Prompt That Fixes 90% Of Bad AI Output.

Stop telling AI what to build. Make AI ask you the questions you didn't know to answer. Includes the core REVERSE PROMPT, 6 use-case variations, side-by-side examples, the deep-interview extended version, and the mid-chat flip when you forgot to start with it.

The exact REVERSE PROMPT you paste before any project (works in Claude, ChatGPT, Gemini)
6 use-case variations tuned for build, write, plan, decide, debug, and learn
Side-by-side examples: standard prompt vs reverse prompt outputs on the same task
The deep-interview extended version (3 rounds, 15 questions) for high-stakes work
How to trigger the flip mid-chat when you forgot to start with the reverse prompt

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The one-line prompt that flips the dynamic between you and the AI. Save it as a snippet, paste it at the start of every chat, and watch the AI ask you the 8-15 questions you should have answered before you started. Specific in, specific out.

A look inside

What's inside

What You'll Learn

The core REVERSE PROMPT you paste before any project Use-case variations (build, write, plan, decide, debug, learn) Side-by-side examples of standard prompt vs reverse prompt outputs The deep-interview extended version (12+ targeted questions) Why this fixes 90% of bad AI output

The Core Insight

The best builders, designers, and consultants already do this.

The Core Reverse Prompt

Paste this at the start of any new chat, before you ask the AI to build anything.

About the author

Cooper Simson

Founder of Actionable AI. 30,000+ operators read the newsletter.

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