The Prompt Lab

Stop getting garbage AI outputs. The Prompt Lab gives you battle-tested prompts that actually work — so you can 10x your productivity from...
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AI MasterProfile picture@28ai28·May 5

Why 90% of people get terrible AI results (and how to fix it)

I've written over 2,000 AI prompts this year. Here's what I've learned:


Most people type something vague like "write me an email" and then complain that AI is useless. The problem isn't the AI — it's the instruction.


The 3 things that separate a garbage prompt from a pro-level one:


  1. Role assignment — Tell the AI WHO it is. "You are a senior copywriter with 15 years of experience in SaaS" gets you wildly different results than just asking for copy.


  1. Context loading — Give it the background. Your audience, your tone, your constraints. The more context, the less generic the output.


  1. Output formatting — Specify exactly what you want back. Bullet points? A table? A 3-paragraph email? Don't leave it guessing.


Here's a quick example:


❌ "Write a LinkedIn post about productivity"


✅ "You are a thought leader in remote work productivity. Write a LinkedIn post (150 words max) sharing one counterintuitive productivity tip. Use a conversational tone, start with a bold claim, and end with a question to drive comments."


The difference in output quality is night and day.


I've been building a library of prompts that follow these principles — tested across ChatGPT, Claude, Midjourney, and more. If you're tired of mediocre AI outputs, The Prompt Lab has everything you need to actually get results.