- Explained without Fluff
- Posts
- Your AI Outputs Are Only as Good as Your Inputs
Your AI Outputs Are Only as Good as Your Inputs
If you feed it junk, youāll get junk back š®
Your AI Outputs Are Only as Good as Your Inputs
People blame AI for bad results all the time.
But 90% of the time, itās not the AI; itās the prompt.
If your inputs are weak, your outputs will be too.
Every. Single. Time.
But you can fix it.
Lemme show you how šš½

BTW⦠If youāre building or fine-tuning AI models, donāt skip the foundation.
Shutterstock offers enterprise-grade, rights-cleared datasets across images, video, audio, and more ā enriched with 20+ years of human-reviewed metadata.
Check em out:
Training Generative AI? It starts with the right data.
Your AI is only as good as the data you feed it. If you're building or fine-tuning generative models, Shutterstock offers enterprise-grade training data across images, video, 3D, audio, and templatesāall rights-cleared and enriched with 20+ years of human-reviewed metadata.
With 600M+ assets and scalable licensing, our datasets help leading AI teams accelerate development, simplify procurement, and boost model performanceāsafely and efficiently.
Book a 30-minute discovery call to explore how our multimodal catalog supports smarter model training. Qualified decision-makers will receive a $100 Amazon gift card.
For complete terms and conditions, see the offer page.
Hereās exactly how to structure prompts that actually work:
1. Be Clear on Your Goal
Before you type a single word, define exactly what you want.
ā Bad: āWrite me a blog post.ā
ā Good: āWrite a 500-word blog post for small business owners explaining 3 ways to improve email open rates, written in a friendly, conversational tone.ā
If you canāt explain your goal in one clear sentence, youāre not ready to prompt or train.
2. Feed It Better Examples
AI learns by pattern-matching; the more you show it, the better it can copy.
Include examples of good output (from yourself or others)
Tell it what to avoid (tone, words, or formats you hate)
Specify preference on structure: bullets, numbered lists or short paragraphs
Example:
āHereās the style I want:
āEmail is like dating. If you ghost your audience, they wonāt stick around.ā
Now write my blog post in this style.ā
3. Invest in the Right Data
You canāt build something great from weak inputs.
For text: give it your best past work
For images: use high-quality, rights-cleared visuals
For specialized tasks: feed it verified, domain-specific info
This is the step most people skip and itās exactly why their AI outputs suck.
Bottom line:
AI isnāt magic. Itās only as good as what you feed it.
Get clear, show examples and use the best data you can get your hands on.
Your inputs decide your outputs.
Make them count.
Use it to empower you. Tell it exactly what you want from it.
It canāt do that if youāre feeding it crumbs and expecting a feast.
If you have questions, feel free to hit the reply and let me know
See ya on the next one š§”
Buy Me A Coffee
If you've been finding value in the content I share, would mean the world to me if you connect with me on Buy Me a Coffee:

Donāt forget to sign up for BeeHIIv so you can monetize your newsletters ā¬ļø
Reply