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Step 1 of 4 — Why AI gives you slop

The Problem With Bad Prompts

Most people write prompts like texts to a friend. "Write me a blog post about AI." That's not a prompt — it's a wish. The AI fills in every missing detail with generic defaults. You get slop because you gave it no structure.

What most people write

YOUR PROMPT

"Write a landing page for my coaching business"

WHAT AI FILLS IN

  • Generic motivational tone (no distinct voice)
  • Default page structure (hero, features, testimonials, CTA)
  • No conversion psychology — just filler
  • Lorem ipsum energy — could apply to anyone
  • Templates everything because you gave it nothing specific

The Prompt Anatomy framework — 6 parts

1.
Role — Who should the AI be? (strategist, copywriter, engineer, editor)
2.
Task — What exactly should it produce? (3-7 step checklist)
3.
Context — Background, constraints, what to exclude
4.
Reasoning — How should it evaluate quality internally?
5.
Output Format — Exact structure of the result
6.
Stop Conditions — When is the task done?

Try it yourself

Take your last AI prompt. Which of the 6 parts did you include?

Most people include 1 (Task) and skip the other 5. That's why the output feels generic — you left 5 out of 6 decisions up to the AI's defaults.

Write Prompts That Actually Work — Build With Billy