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Toutiao Viral Content Search

Data Analysis Updated 2026.08.30

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Please install @user_5f9c21aa/toutiao-search-redfox according to https://skillhub.cn/install/skillhub.md.

About this skill

Problem

When tracking trends, monitoring competitors, or collecting topic ideas, you often need to know which Toutiao articles or videos have high views and engagement recently. Manual browsing is slow, and scattered results are hard to sort, compare, or export.

How It Works

Given a keyword, the skill queries the search endpoint and enriches each result with metrics such as viewCount, likeCount, commentCount, and repostCount. Results can be sorted by --sort views or --sort time, restricted with --hours, and filtered with --video-only. It renders a terminal table, exports CSV, and generates an interactive HTML report with in-page search, original links, and pagination.

Boundaries

The skill focuses on recently published Toutiao content rather than exhaustive historical retrieval. Detail metrics require an enrichment step, so batch queries may take time. It needs an API Key and is subject to service quota limits. It is suitable for hot topic tracking, viral content analysis, competitor monitoring, and editorial ideation, not for no-key trial use or exact full-ranking extraction.

Use Cases

  • A content editor needs to find AI articles with high views in the last 24 hours and export a CSV for the editorial meeting.
  • A marketing specialist tracks a competitor keyword, filters recent video posts, and reviews titles, authors, views, and engagement in the HTML report.
  • A data analyst queries recent new-energy keyword results within 72 hours, sorts by views, and analyzes the distribution in Excel.
  • A public opinion operator searches an event keyword to check the latest Toutiao content types, publish times, and original links.

Best For

  • Content editors who need a quick list of recently published high-view articles and original links for editorial planning.
  • Marketing analysts who need to monitor brand or competitor keywords on Toutiao for recent titles, video type, and engagement metrics.
  • Data analysts who need CSV export of keyword search results to aggregate views, likes, comments, and publish dates.
  • Public opinion operators who need to track event keywords by latest publish time and emerging discussion trends.