Social Video Analytics Skill

Social Video Analytics is an AI analytics assistant for measuring how videos perform across social platforms and why some clips win. It helps teams read watch time, drop-off, hook strength, caption impact, and content patterns so they can iterate creative, posting strategy, and channel mix with evidence. 视频数据分析、社媒指标、完播率、内容复盘。

wes@imwyvern

Install

openclaw skills install @imwyvern/social-video-analytics

Social Video Analytics

Track and analyze video performance across TikTok, Instagram Reels, YouTube Shorts, Douyin, and Xiaohongshu — unified metrics dashboard, competitor benchmarking, viral pattern detection, and content strategy recommendations powered by AI.

What This Skill Does

Social Video Analytics aggregates performance data from all major short-video platforms into a unified view. It identifies what's working (viral patterns, winning hooks, optimal posting times), benchmarks against competitors, and generates actionable content strategy recommendations.

Core Capabilities

Unified Dashboard — One view for TikTok, Reels, Shorts, Douyin, XHS performance metrics
Viral Pattern Detection — AI identifies what makes your top-performing videos different from average ones
Competitor Benchmarking — Track competitor accounts, analyze their top content, identify gaps
Hook Analysis — Which opening hooks drive the highest watch-through rates
Posting Time Optimization — Data-driven recommendations for when to post on each platform
Content Strategy Reports — Weekly/monthly AI-generated reports with specific action items
Trending Audio/Format Tracking — Identify trending sounds and formats before they peak
ROI Attribution — Connect video performance to business outcomes (traffic, leads, sales)

Key Metrics

Metric	What It Tells You
Watch-Through Rate	Content quality + hook strength
Save Rate	Content value + rewatch potential
Share Rate	Viral potential
Comment Sentiment	Audience resonance
Follower Conversion	Account growth efficiency
Click-Through Rate	Commercial conversion power

Analysis Types

Content Audit — Full account analysis with scoring and recommendations
Competitor Report — Side-by-side benchmarking with actionable takeaways
Campaign Performance — Track specific campaign metrics across platforms
Trend Report — Weekly trending formats, sounds, and topics in your niche

Usage

"Analyze my TikTok account performance for the last 30 days"
"Compare our Xiaohongshu content against these 3 competitors"
"What video format is trending in the beauty niche this week?"
"Generate a content strategy report for our Q2 campaign"

Upgrade

For real-time analytics API and custom dashboards, visit https://mediaclawbot.com