Hook → Title → Thumbnail Funnel
Measure message overlap and progression across a hook, title, and thumbnail without rewarding exact duplication.
Use Hook → Title → Thumbnail Funnel
Your results will appear here.
How to use Hook → Title → Thumbnail Funnel
Enter the hook, title, and thumbnail text.
Run the alignment analysis.
Use the overlap, duplication warning, and contradiction check to refine the sequence.
Built for a clear job
Video and campaign teams checking whether three entry points support the same promise.
What the output means
Alignment is lexical and rule-based. It cannot judge visual design or whether the underlying claim is true.
Useful starting examples
Align a tutorial title with its thumbnail promise
Check that campaign variants retain the same core subject
Related tools
Hook → Title → Thumbnail Funnel FAQ
Is more overlap always better?
No. Excessive duplication is penalized because each stage should add progression.
What contradictions are detected?
The checker flags a small set of explicit conflicts such as instant results versus longer timeframes.
Need another workflow?
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