TrendSifter

TrendSifter is a web app (with optional mobile companion) that helps creators and social teams detect emerging meme formats and short-form audio trends before they saturate. It continuously samples public signals from platforms like TikTok, Instagram Reels, YouTube Shorts, Reddit, and X, then clusters posts into “formats” (template + caption style + audio) and scores them by velocity, creator diversity, and early adoption across niches. Users get a daily briefing, alerts when a format crosses a “breakout” threshold, and a simple dashboard showing where the trend is spreading and what variations are performing. It also includes a lightweight “remix planner” that suggests safe-to-execute angles (hooks, captions, punchlines) without pretending it can magically make you funny. The product is useful, but it won’t replace creative instincts—its value is speed, signal, and focus.