Clickbait
Packaging that promises more than the video delivers.
Clickbait describes any packaging where the promise exceeds the payoff. The result is a CTR spike followed by a retention collapse.
The algorithm penalizes the gap. Clickbait videos see a brief promotion and then a sustained suppression.
Distinguishing clickbait from strong packaging: strong packaging creates curiosity that the video resolves; clickbait creates curiosity that the video leaves unresolved or contradicts.
Why it matters
Avoiding clickbait is not a moral choice — it is a strategic one. Channels that consistently clickbait stall within 6–12 months.
How to improve it
- 01Audit packaging vs. payoff alignment on every upload.
- 02If the title overpromises, rewrite the title — don't dilute the video.
- 03Track the gap between CTR and AVD as an early warning.
Apply it
See your own clickbait in seconds.
Paste any YouTube, Shorts or TikTok link and our analyzer will surface the metric, the curve, and the move that lifts it next.