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Beginner-Friendly Topic
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Clear vs Unclear Prompts
The single biggest improvement you can make to your AI outputs is making your prompts more specific. Vague prompts produce vague results. Specific prompts produce specific, useful results.
10 min•By Priygop Team•Updated 2026
Before and After: Real Examples
Before and After: Real Examples
# Prompt quality comparison - before and after
examples = [
{
"task": "Get help with writing",
"unclear": "Help me write something.",
"clear": "Write a 150-word welcome email for new subscribers to my Python programming newsletter. The tone should be friendly and encouraging. Include a brief description of what they will learn and a call to action to complete their first lesson.",
"why_better": "Specifies: format (email), audience (new subscribers), length (150 words), topic (Python newsletter), tone (friendly), and what to include"
},
{
"task": "Get coding help",
"unclear": "Fix my code.",
"clear": "This Python function is supposed to read a CSV file and return the average of the third column. It currently throws a ValueError when the file contains empty cells. Here is the code: [paste code]. How do I handle empty cells gracefully?",
"why_better": "Specifies: language (Python), what the code does, the specific error, the code itself, and the exact question"
},
{
"task": "Research a topic",
"unclear": "Tell me about AI.",
"clear": "Explain in simple terms what a large language model is. I am a marketing professional with no technical background. Use an analogy. Keep the explanation under 200 words.",
"why_better": "Specifies: topic (LLMs), audience (non-technical marketer), format (analogy), and length limit"
},
]
for i, ex in enumerate(examples, 1):
print(f"Example {i}: {ex['task']}")
print(f" Unclear: '{ex['unclear']}'")
print(f" Clear: '{ex['clear'][:80]}...'")
print(f" Why better: {ex['why_better']}")
print()Diagram
Loading diagram…
Deep Learning ⊂ Machine Learning ⊂ Artificial Intelligence
The Specificity Checklist
- Who: who is the audience? (beginner, expert, marketing manager, student)
- What: what exactly do you want? (explain, write, summarize, translate, fix, compare)
- Format: how should the output look? (bullet list, table, email, paragraph, code)
- Length: how long should the output be? (50 words, 3 bullet points, one page)
- Tone: what style do you want? (formal, casual, encouraging, concise)
- Context: what background does the AI need to help you properly?
Key Takeaways
- The single biggest improvement you can make to your AI outputs is making your prompts more specific.
- Who: who is the audience? (beginner, expert, marketing manager, student)
- What: what exactly do you want? (explain, write, summarize, translate, fix, compare)
- Format: how should the output look? (bullet list, table, email, paragraph, code)