Social Video Analytics Skill

这是覆盖TikTok、小红书等主流短视频平台的AI分析工具，核心功能含统一数据看板、爆款模式识别、竞品对标、钩子分析、发布时间优化等，可生成周/月度策略报告。典型场景包括账号内容复盘、竞品差距分析、爆款要素挖掘、ROI归因。输入平台账号或竞品信息，输出可落地的内容优化、发布策略建议，助力数据驱动运营。

imwyvern

热度 55.23

最近更新 2026-05-11 17:36:54

分类：数据依赖：第三方 API / 内部调用大模型应用场景：社交媒体 / 市场分析 / 报告撰写 / 数据处理

安装技能

复制下面的话术发给你的 Agent，它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill： npx secure-skills-cli add social-video-analytics

Metadata

name: social-video-analytics
description: 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。

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