API providers for social engagement data (views, likes, comments, shares) across platforms. Referenced by: trending-content-scout, content-angle-ranker, competi
Social Data Providers supply API access to detailed social engagement metrics—such as views, likes, comments, and shares—across major platforms like YouTube, TikTok, Twitter (X), and Reddit. These APIs enable marketers to gather accurate, real-time data at scale, improving content research, competitive analysis, and trend identification beyond what slower, less precise web scraping or search-only methods offer. While optional, integrating these APIs enhances the volume and quality of engagement data available to growth and content teams.
This skill is designed for performance marketers and growth leads who need granular engagement data to optimize content strategies and ad creatives. SEO and PPC specialists can leverage it to identify trending formats and high-engagement topics on platforms relevant to their campaigns. Agency strategists conducting competitive analysis or content audits will find it useful for benchmarking client performance against competitors using authentic social metrics.
Practitioners start by selecting and configuring the appropriate API provider for their target platform, balancing free tier limits, data freshness, and setup complexity. Next, they run keyword or hashtag searches through the API to retrieve content lists enriched with engagement statistics like views and comments. Then, they analyze these metrics to identify top-performing content formats or emerging trends. Finally, they integrate insights into content planning or ad targeting, iterating by adjusting queries or switching providers to refine data coverage and accuracy.
Which provider offers the best free tier for YouTube data? The official YouTube Data API v3 provides 10,000 units per day and is generally the best free option for comprehensive video statistics. Can I get share counts from YouTube APIs? Shares aren’t directly available via YouTube’s official API; they are estimated from engagement ratios instead. Are all these APIs required to use social data skills? No, all APIs are optional since core insights can be generated using web search and fetch alone, though APIs improve speed and data quality.
Attach the Social Data Providers skill to an agent task by specifying the desired platform and provider configuration in the task’s skill settings. Expect faster and more accurate retrieval of engagement metrics compared to default web search, enabling richer content and competitive analysis. This skill integrates smoothly with downstream tasks like trending-content-scout or content-angle-ranker to enhance their data inputs. For detailed setup and usage examples, see our documentation on configuring social data APIs within Metaflow.
For broader context, see our roundup of claude skills marketing, and read common Claude Code content mistakes for related setup guidance.