tiktok-research

Installation
Summary

Identify high-performing TikTok videos, extract viral hooks, and generate actionable content insights.

  • Fetches videos from tracked accounts using Apify's TikTok Scraper, then applies statistical outlier detection to surface top performers
  • Analyzes the top 5 outlier videos with AI to extract hook techniques, content structure, retention patterns, and CTA strategies
  • Generates structured markdown reports ranking videos by engagement, mapping content patterns, and synthesizing replicable formulas for your own content
  • Requires Apify and Gemini API credentials, plus a pre-configured list of TikTok accounts to monitor
SKILL.md

TikTok Research

Research high-performing TikTok videos, identify outliers, and analyze top video content for hooks and structure.

Prerequisites

  • APIFY_TOKEN environment variable or in .env
  • GEMINI_API_KEY environment variable or in .env
  • apify-client and google-genai Python packages
  • Accounts configured in .claude/context/tiktok-accounts.md
Related skills
Installs
734
GitHub Stars
96
First Seen
Jan 28, 2026