Social Media / Viral Hooks

Analyze why a hook works (or doesn’t) and suggest improvements.
Difficulty: Intermediate → Advanced
Model: GPT-4 / Claude / Gemini
Use Case: Hook Analysis, Content Optimization, Performance Review
Updated: May 2026
Why This Prompt Exists
Most creators don’t know why some hooks work and others don’t.

You get:

  • hooks that underperform with no diagnosis
  • repeating the same mistakes across content
  • no framework for analyzing hook effectiveness
  • guessing instead of improving
  • slow improvement from lack of feedback

But analysis is not opinion.

It is systematic diagnosis of what stops the scroll.

  • Clarity: is the hook understandable in 3 seconds?
  • Curiosity: does it open a loop?
  • Relevance: does it speak to the audience’s pain?
  • Specificity: is it vague or concrete?
  • Emotion: does it trigger curiosity, fear, or relief?

Without analysis, you can’t improve.

This framework forces AI to diagnose hooks and suggest fixes.

The Prompt
Assume the role of a hook analyst who diagnoses why hooks work or fail.

Your task is to analyze a hook and suggest improvements.

Generate:

1. HOOK PERFORMANCE ASSESSMENT
   - Likely performance (High/Medium/Low)
   - Why it would perform this way

2. STRENGTH ANALYSIS
   - What works about this hook

3. WEAKNESS ANALYSIS
   - What doesn't work

4. DIAGNOSIS (choose from list)
   - Too vague
   - No curiosity gap
   - Not relevant to audience
   - Too long
   - No emotional trigger
   - Overused/cliché

5. IMPROVED VERSION (rewritten hook)

6. ALTERNATIVE ANGLES (2-3)
   - Different hook types to test

INPUTS:

Original Hook:
[PASTE YOUR HOOK]

Content Topic:
[WHAT IS THE CONTENT ABOUT?]

Target Audience:
[WHO ARE THEY?]

Platform:
[TIKTOK / INSTAGRAM / YOUTUBE / TWITTER/X]

Current Performance (if known):
[OPEN RATE / RETENTION / VIEWS / UNKNOWN]

RULES:
- Diagnosis must be specific (not "it's not good")
- Strength analysis: what actually works
- Weakness analysis: what's holding it back
- Improved version: must address the weakness
- Alternative angles: different hook types to test
- Be honest — don't praise bad hooks
How To Use It
  • Analyze your best-performing hooks to understand why they worked.
  • Analyze your worst-performing hooks to learn what to avoid.
  • The improved version is your new hook to test.
  • Alternative angles give you options for A/B testing.
  • Keep a log of diagnoses to spot patterns over time.
Example Input

Original Hook: “Here are some tips for freelancers who want to make more money.”

Content Topic: How to raise freelance rates without losing clients

Target Audience: Freelancers earning $30-80/hour

Platform: TIKTOK

Current Performance: Low retention (people scroll past)

Why It Works
Most creators don’t know why hooks fail.

This framework improves outcomes by forcing:

  • performance assessment (baseline)
  • strength analysis (what works)
  • weakness analysis (what’s broken)
  • specific diagnosis (root cause)
  • improved version (actionable fix)

Great hook analysis doesn’t just criticize — it diagnoses and prescribes.

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See also  The Hook Bank by Niche