cocreator-content-research
Social media intelligence gathering for TikTok and Instagram. Discover trending hooks, analyze creator strategies, and perform profile data research using the ScrapeCreators API.
Introduction
The Content Research Skill is a specialized intelligence gathering tool designed for social media managers, marketing agents, and content strategists focusing on short-form video platforms like TikTok and Instagram. It leverages the ScrapeCreators API to provide actionable, data-driven insights without the overhead of content generation or automated posting. By enabling agents to perform deep-dive research into high-performing content and competitor accounts, this skill streamlines the process of trend spotting and creative strategy development. It is an ideal utility for any AI agent that needs to ground its creative output in current market realities.
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Perform broad content discovery by keywords and hashtags to identify viral trends, top-performing videos, and slideshow content.
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Execute competitor hook research by extracting content strategies and performance metrics from specific creator handles.
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Conduct targeted profile lookups to retrieve raw demographic and performance data, including follower counts, bio information, and account status.
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Utilize filterable search criteria such as post dates, sorting methods by engagement metrics (most-liked), and content format specifications.
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Prerequisites include a valid ScrapeCreators API key and the uv package manager for dependency management.
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The tool is designed for research-only purposes and does not contain logic for content creation or API-based posting.
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Users should focus on querying diverse keywords rather than hardcoded prompts to ensure a broader discovery of content niches.
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Input relies on platform-specific handle structures and query parameters; outputs provide structured data for further AI analysis or reporting.
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Performance depends on the real-time availability of the ScrapeCreators API; users should be aware that rate limits or API downtime may affect data collection consistency.
Repository Stats
- Stars
- 4,454
- Forks
- 1,215
- Open Issues
- 7
- Language
- Python
- Default Branch
- main
- Sync Status
- Idle
- Last Synced
- Apr 30, 2026, 11:13 AM