Foundations of Prompt Engineering

Common Prompt Mistakes That Cost Time

5 min read

Most people waste hours going back and forth with AI because of avoidable mistakes. Learn to spot these 5 errors and save yourself significant time.

Mistake #1: Being Too Vague

The Problem:

"Help me with my presentation"

AI doesn't know: For whom? About what? What format? What help do you need?

The Fix:

"Create an outline for a 15-minute sales presentation to C-level executives about our new CRM integration. Include 5 key slides with talking points."

Mistake #2: Overloading with Instructions

The Problem:

"Write a blog post about AI, make it engaging, SEO-optimized, include statistics, add a call-to-action, mention our competitors, keep it professional but casual, around 1500 words, include headers, make sure it's mobile-friendly..."

Too many competing demands confuse the AI.

The Fix: Break it into steps:

  1. First: Create an outline
  2. Then: Write section by section
  3. Finally: Add SEO elements and polish

Mistake #3: Missing Critical Context

The Problem:

"Write a response to this customer complaint"

AI is guessing your company, your policies, and your voice.

The Fix:

"I'm a customer service rep at [Company], a B2B software provider. Our policy allows full refunds within 30 days. Write a response to this customer complaint that acknowledges their frustration, explains what happened, and offers a solution. Maintain a professional but empathetic tone."

Mistake #4: Ignoring Output Format

The Problem: You ask for a comparison and get paragraphs of text when you needed a table.

The Fix: Always specify format:

What You Need How to Ask
Easy scanning "Present as bullet points"
Comparison "Create a table with columns for..."
Step-by-step "Provide numbered instructions"
Quick summary "Summarize in 3 sentences"

Mistake #5: Not Iterating

The Problem: Accepting the first output even when it's not quite right.

The Fix: AI conversations are iterative. Use follow-ups:

  • "Make it more concise"
  • "Add more detail to the second point"
  • "Rewrite this for a technical audience"
  • "Give me 3 alternative versions"

Pro Tip: When you get a great output, save the prompt. Build your own library of what works.

Quick Diagnostic

When AI output isn't right, ask yourself:

Symptom Likely Cause Fix
Too generic Missing context Add who, what, why
Wrong format No format specified State exactly how you want it
Missed the point Vague task Be more specific about what you need
Too long/short No length constraint Specify word count or sections

Key Takeaway

Most prompt problems come from one of these 5 mistakes. Before hitting enter, quickly check: Is it specific? Is there context? Is the format clear? Did I avoid overloading? And remember — you can always iterate.


Congratulations! You've completed Module 1. Take the quiz to test your understanding of prompt engineering foundations. :::

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Module 1 Quiz: Foundations of Prompt Engineering

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