Ethical Clickbait Balancer
PROCraft attention-grabbing headlines that balance engagement with honesty. Score deception risk, create ethical curiosity gaps, and optimize titles without misleading your audience.
Example Usage
Title Evaluation: “Evaluate this YouTube title for ethical integrity: ‘The Tech Industry’s BIGGEST Secret Will Shock You (2025)’. The content is a 12-minute data analysis of hiring trends that are counterintuitive but not shocking. Score the deception risk and suggest honest alternatives that maintain engagement.”
Curiosity Gap Creation: “I’m writing about how most freelancers undercharge by 40%. Create 5 title options that create genuine curiosity without misleading readers. The article includes salary data, negotiation scripts, and industry benchmarks.”
Multi-Platform Adaptation: “Adapt this blog title for LinkedIn, Twitter, and YouTube while maintaining semantic accuracy: ‘Why Your Job Search Strategy Is Backwards (And What Actually Works)’”
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Suggested Customization
| Description | Default | Your Value |
|---|---|---|
| How much dramatic language is acceptable (minimal/low/medium/high/extreme) | medium | |
| Target platform (social_media/news/youtube/linkedin/twitter/substack/academic/ecommerce) | general_blog | |
| Audience media literacy level (novice/general/professional/expert/academic) | general | |
| Balance engagement vs. credibility (credibility_first/balanced/engagement_first) | balanced | |
| How substantial the content is (micro/short/medium/long/video/research_paper) | medium | |
| How strictly to verify headline claims (lenient/moderate/strict/academic) | moderate |
Research Sources
This skill was built using research from these authoritative sources:
- Meta Ads Headlines Framework 2024 Practical guide on compelling headline principles: targeting, clarity, benefits, attention-grabbing, curiosity triggers
- Journalism Editorial Process Insider perspective on professional headline standards and systemic pressures that drive clickbait decisions
- Writing Compelling Stories Core principles of compelling communication applicable to headlines
- SEO Title & Description Writing User-centric title writing focusing on user intent and search patterns
- Fact-Checking vs News Framing Critical analysis of how headlines frame facts versus reporting facts
- Learning Professional Headline Writing Practical advice: 6-8 word rule, word economy, studying ethical clickbait
- Clickbait vs Content Quality Discussion Community debate on clickbait's role in engagement and ethical bounds
- Semantics & Truthfulness in Copywriting Linguistic perspective on semantic consistency and logical coherence
- Curiosity Gap Best Practices Real-world example of curiosity gap done right—intrigue without deception
- Story Pitch Ethics in Publishing Ethical boundaries in journalism, transparency, and professional standards