SociaVault Labs
Original research on social media trends, influencer marketing, and platform analytics. Data-driven insights backed by millions of data points from the SociaVault API.
What We Research
Our research focuses on actionable insights that help marketers, developers, and researchers make data-driven decisions.
Influencer Analytics
Fake follower detection, engagement authenticity, ROI measurement
Platform Benchmarks
Engagement rates, growth metrics, performance standards by niche
Trend Analysis
Content trends, viral patterns, algorithm behavior studies
Cross-Platform Studies
Comparative analysis across TikTok, Instagram, YouTube, and more
Research Reports
In-depth studies and analysis from our research team
The Fake Follower Problem: 2026 State of Influencer Fraud
37.2% of influencer followers are fake. We analyzed 100,000 accounts across Instagram and TikTok — see fraud rates by platform, tier, and niche.
Social Media Engagement Benchmarks 2026
What does 'good' engagement look like? We analyzed 350,000+ accounts across TikTok, Instagram, YouTube, LinkedIn, and Twitter to define the benchmarks that matter.
TikTok vs Instagram Reels: Performance Showdown
Which platform drives better results? A data-driven comparison of reach, engagement, and growth on short-form video platforms.
Rigorous, Transparent Research
Every study we publish includes detailed methodology, sample sizes, and limitations. We believe in transparent research that can be scrutinized and replicated.
Powered by Real Data
All SociaVault Labs research is conducted using data from the SociaVault API. We analyze millions of posts, profiles, and engagement metrics across TikTok, Instagram, YouTube, LinkedIn, Twitter, Reddit, and Pinterest.
- Real-time data from 25+ social platforms
- Millions of data points per study
- Transparent methodology and sample sizes
- Publicly available data only
Platforms We Analyze
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