> ## Documentation Index
> Fetch the complete documentation index at: https://docs.video2ctx.dev/llms.txt
> Use this file to discover all available pages before exploring further.

# Research trends

> Compare recent topic momentum and build an evidence-linked plan.

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.

<Warning>
  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.
</Warning>
