trend-discovery

Installation
SKILL.md

Trend Discovery

Find trends a brand can use without producing a generic list of popular hashtags.

Inputs

  • Brand, category, audience, market, and platforms.
  • Decision horizon: react this week, plan next month, or shape a quarter.
  • Optional competitor and creator seed list.

Workflow

  1. Build search seeds from category language, problems, desired outcomes, products, competitors, creators, and adjacent interests.
  2. Use scrapecreators-api to collect relevant TikTok trend feeds, songs, song-linked videos, hashtags and creators; Instagram trending Reels, audio and search results; YouTube trending Shorts and search results; and Reddit or Pinterest discovery signals where the category warrants them.
  3. Compare the recent window with a baseline. A trend must show acceleration, cross-account repetition, or migration across platforms—not merely high lifetime views.
  4. Use outlier-post-finder and transcript-intelligence to understand the content, not just the metric.
  5. Keep topic, sound, format, creator, and search-demand signals distinct. Classify each as emerging, accelerating, established, fading, or seasonal. Score brand fit, audience fit, regional relevance, shelf life, production effort, and reputational risk.
  6. Turn the best signals into a response: participate, adapt the format, answer the question, create an evergreen variant, or ignore.
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