TrendLatch

TrendLatch is a web app (with a lightweight mobile companion) that helps creators and small brands spot emerging social trends before they peak, then turn them into ready-to-post content briefs. It monitors public signals across TikTok, Instagram Reels, YouTube Shorts, and X: rising audio, repeated hooks, caption patterns, and comment themes. Instead of generic “viral ideas,” it outputs a daily shortlist of trend opportunities matched to your niche, with a suggested angle, script outline, shot list, and posting window. It also tracks your past posts to avoid repeating formats that underperformed and to double down on what actually moved followers. This is an AI + traditional app: AI generates briefs and repurposing suggestions, while the core value is the trend detection pipeline and niche scoring. Expect it to be useful, but not magic—distribution and execution still matter.