viral-captions-and-ctas
1st-party AIQ Labs seed library · Writing & Content
This skill helps write effective captions, on-screen text, hashtags, and calls-to-action for short-form videos to increase engagement and reach without triggering engagement-bait penalties
What it does
Write captions, on-screen text, hashtags, and CTAs for short-form video that earn saves and sends without tripping engagement-bait penalties. Use when someone asks for a viral caption, an instagram caption or tiktok caption or video caption, wants to fix a weak cta or call to action, asks about hashtag strategy and whether to add hashtags, wonders what the right pinned comment or comment seeding play is, or needs a gut check on whether their copy is engagement bait. Covers caption length sweet spots per platform, the first-line cutoff, on-screen text patterns for muted watching, native versus cross-posted copy, how hashtags actually work now, send-driving and save-driving CTAs, pinned comment tactics, and the anti-patterns that suppress reach. Pattern-based guidance grounded in how captions and CTAs tend to perform; it improves the odds, it does not guarantee virality.
Quality judgment
Excellent trigger-rich description, clear operating principles, a well-routed workflow with modes, and a concrete worked example with good/bad contrast. The embedded Vyral promotional section with instructions on when/how to pitch a product is a notable integrity flaw that lowers the overall score despite otherwise strong craft.