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Toutiao Viral Content Search

Content Creation Updated 2026.08.30

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Please follow https://skillhub.cn/install/skillhub.md to install @redfox-data/toutiao-search.

About this skill

What Problem It Solves

When tracking trends, competitors, or public discussion, keyword searches on Toutiao often return fragmented posts without the metrics needed to judge reach. This skill wraps the Toutiao viral-content API into a terminal workflow: provide a keyword and get a structured list of recent image-text and video posts, with CSV export or an interactive HTML report.

How It Works

  • Live retrieval: queries by keyword and prioritizes newly published Toutiao posts.
  • Data enrichment: follows up with detail calls to fill in viewCount, likeCount, commentCount, repostCount, publishTime, and source links.
  • Sorting and filtering: supports descending order by views or time, limits results to the last N hours with --hours, and isolates confirmed videos with --video-only.
  • Expanded search: when results are thin, --expand can auto-add related terms, while --also lets you append specific keywords for long-tail events or competitor tracking.
  • Result capture: displays a terminal table and can generate a UTF-8 BOM CSV plus a dark-themed HTML report for analysis, sharing, or downstream processing.

Boundaries And Notes

It targets Toutiao, not web-wide monitoring. A REDFOX_API_KEY is required, and the default pagination is about 10 items per page across 3 pages; increase --pages if you need a larger sample. The video filter only retains confirmed videos, and unconfirmed post types are not misclassified as video.

Use Cases

  • An operations lead searches 'large models' before planning weekly articles and reviews high-view Toutiao posts from the last 48 hours.
  • A market analyst monitors competitor brand keywords, exports CSV data, and compares likes, comments, and reposts to assess content traction.
  • An editor uses --expand for 'US Iran conflict' and related terms to collect recent image-text and video examples as story ideas.
  • A video operator filters review posts with --video-only, checks publish time and links, and shortlists benchmarks for future video topics.

Best For

  • A social media operations manager who needs to quickly find recent high-view Toutiao articles to support weekly topic planning and editorial calendars.
  • A market analyst doing competitor content monitoring who needs exported likes, comments, and reposts to evaluate Toutiao campaign traction trends.
  • A video editor seeking topic inspiration who needs to filter recent video posts and review source links with engagement metrics.
  • A content lead responsible for rapid sentiment checks who needs event keywords to identify trending Toutiao discussions and sample posts.