EnsembleData provides a unified set of real-time, scalable social media data scraping APIs for extracting public data from TikTok, Instagram, YouTube, Threads, Reddit, Twitch, Twitter (X), and Snapchat. Designed for developers, marketers, researchers, and agencies, it solves the problem of collecting structured social data at scale without needing official API access or managing proxies. The APIs deliver posts, profiles, comments, hashtags, engagement metrics, and more via RESTful endpoints with Python and JavaScript SDKs.

What Makes EnsembleData Stand Out

Multi-platform coverage: Access data from eight major social platforms through a single unified API, simplifying integration and reducing vendor lock-in.
Real-time data freshness: Every request fetches live data directly from the source, ensuring you never get stale cached results for time-sensitive analytics.
No authentication needed: Scrape public data without providing account credentials or creating throwaway accounts, reducing compliance risk and operational overhead.
Built for scale: Infrastructure handles millions of requests per day with 99.7% success rate and 2.24s average response time, suitable for AI training and enterprise-grade workloads.
Developer-friendly SDKs: Official Python and Node.js packages with endpoint-specific methods cut development time, plus comprehensive documentation and a step-by-step integration guide.

Who Should Use EnsembleData

Influencer marketing platforms and agencies: Extract verified profile analytics, engagement rates, and audience demographics to match brands with creators and benchmark performance.
Social listening and brand monitoring teams: Track mentions, hashtags, and sentiment in real-time across platforms to manage reputation and spot trends before they peak.
Data scientists and researchers: Collect large-scale historical datasets of posts, comments, and user interactions for academic research, market analysis, or training machine learning models.

Frequently Asked Questions

What is EnsembleData?

EnsembleData is a social media data scraping API platform that provides real-time access to public data from TikTok, Instagram, YouTube, Threads, Reddit, Twitch, Twitter, and Snapchat. It offers endpoints for profiles, posts, comments, hashtags, and engagement metrics via a unified REST API with official Python and JavaScript SDKs.

How does EnsembleData work?

After signing up for a free API token, you can call any endpoint by passing parameters like username or hashtag. The API fetches live data from the platform's public interface and returns structured JSON. No account credentials or proxy management is required; the infrastructure handles retries, rate limits, and session rotation transparently.

What are the limitations of EnsembleData?

EnsembleData only accesses publicly available data, so it cannot retrieve private profiles or content behind login walls. Historical data depth varies by platform—some endpoints support pagination going back months, while others are limited. The freemium tier has request caps, but paid plans offer higher limits and dedicated support.