Why AI Gives You Generic Garbage (And How I Fix It)

Stop guessing with prompts and use a simple system that turns vague AI output into clear, usable results.

I’ve spent over 50 years in the tech trenches. I’ve handled military systems, managed civil service IT, and run my own software firm since 1995.

After fifty years of barking orders at computers, I’ve learned one thing: A machine is only as smart as the person sitting in the captain’s chair.

I’ll say it straight.

Most people don’t have a problem with AI.

They have a problem with how they talk to it.

And the result?

Generic. Bland. Useless output.

Sound familiar?

Grab the “Fix My Prompt” guide here


⚠️ If this sounds like you…

  • You ask for something… and get a vague answer
  • You try again… same result
  • You tweak a word or two… still generic

At some point you start thinking:

“Maybe AI just isn’t that good.”

That’s not the issue.

👉 The issue is your prompt.


🧠 The Real Problem (No One Explains This Clearly)

Most prompts look like this:

“Write a blog post about budgeting.”

That’s not a prompt.

That’s a wish.

It’s like telling a developer:

“Build me an app.”

No specs. No structure. No constraints.

What do you expect?


🔧 What Happens Next (And Why It Feels Broken)

AI fills in the blanks.

And when you don’t give it direction…

…it defaults to the most average, safest answer possible.

That’s why everything sounds the same.

That’s why it feels like:

👉 “generic garbage”


🔥 Quick Before vs After

Bad Prompt:

Write a blog post about saving money.

Better Prompt:

Write a 700-word blog post for adults over 50 who feel like their money is shrinking. Use simple language, short paragraphs, and include 3 practical steps they can apply today.

See the difference?

You didn’t just ask.

👉 You guided.

Grab the “Fix My Prompt” guide here


🧩 The Simple Fix Most People Miss

Here’s the shift:

Stop thinking:

“What do I want?”

Start thinking:

“What does the AI need to do this well?”

That means giving it:

  • Context
  • Audience
  • Constraints
  • Format

Once you do that…

Everything changes.


💡 The System I Actually Use

This isn’t guesswork.

I use a simple repeatable approach:

  1. Start with a rough idea
  2. Add audience + context
  3. Define structure (length, tone, format)
  4. Run the prompt
  5. Fix and refine

That’s it.

But here’s the catch…

👉 Most people don’t know how to fix a bad prompt once it fails.


👉 That’s Exactly Why I Built This

If you’ve ever felt stuck with AI…

I put my exact system into a simple guide:

👉 Fix My Prompt
A step-by-step method to turn weak prompts into high-quality results.

It includes:

  • Before/after examples
  • A repeatable “debug loop”
  • Real prompts you can copy and use

👉 You can check it out here:
Grab the “Fix My Prompt” guide here


🧠 Once You See This, You Can’t Unsee It

After a while, you start noticing patterns:

  • Weak prompts = weak results
  • Vague inputs = generic outputs
  • Structure = power

And suddenly…

AI stops feeling random.

It starts feeling predictable.


🚀 Want to Go One Step Further?

Fixing prompts is step one.

But the real power?

👉 Stacking prompts together

That’s how you go from:

  • “Write something decent”

to:

  • “Build complete systems with AI”

I’m working on a deeper guide for that now.


⚡ Final Thought

AI isn’t broken.

Your prompts just aren’t doing enough work.

Once you fix that…

👉 everything changes.


👉 If you want the exact system I use to fix prompts:

Grab the “Fix My Prompt” guide here

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