Skip to main content
Trend Lab searches a topic, enriches a bounded sample of recent videos, and compares observable signals such as freshness, views, engagement, topic-relative velocity, and repeated creative patterns. The report includes:
  • Sample and methodology details
  • Topic-level summaries and confidence
  • Breakout, rising, and steady videos
  • Visible hashtags, repeated title terms, and duration buckets
  • Deterministic planning suggestions
  • Optional model-generated themes and content gaps
The richer planning action validates the report before generating an angle, audience, hook, outline, titles, hashtags, differentiation, evidence, and caveats.
Trend reports do not have access to private creator metrics such as click-through rate, retention, recommendation traffic, or proof of market demand. Early scans have lower confidence until snapshot history exists.