Is any special software required?

You will need Node.js 20.6+ and the @apify/mcpc CLI tool installed globally to fetch Actor details and run the scripts.

Which social media platforms are supported?

This skill supports audience analysis for Facebook, Instagram, YouTube, and TikTok using specialized Apify Actors.

Can I export the analysis results to a file?

Yes, the skill supports exporting data in both CSV and JSON formats, in addition to providing quick summaries directly in the chat interface.

Do I need an Apify account to use this skill?

Yes, you need an Apify account and a valid APIFY_TOKEN stored in your .env file to run the analysis scripts and fetch Actor schemas.

What kind of data can I extract?

You can extract follower demographics, engagement patterns, comment sentiment, and profile-level behavior data across supported platforms.

Apify Audience Analysis

Name: Apify Audience Analysis
Author: sickn33

bysickn33

•

31,722

•

社交媒体管理

Analyzes social media audience demographics and engagement patterns across Facebook, Instagram, YouTube, and TikTok using Apify Actors.

This skill empowers developers and marketers to perform deep-dive audience research by automating the selection and execution of specialized Apify scrapers. It handles the entire data collection lifecycle—from identifying the right Actor for a specific platform to fetching schemas via MCP, executing scripts, and summarizing demographic insights. Whether you need to track follower growth on Instagram or analyze comment sentiment on TikTok, this skill provides a structured workflow to transform raw social data into actionable audience intelligence directly within Claude Code.

主要功能

01Multi-platform support for Facebook, Instagram, YouTube, and TikTok

02Automated Apify Actor identification and schema fetching

03Flexible data export options including CSV, JSON, and chat summaries

0431,722 GitHub stars

05Native environment support for secure API token management

06Deep engagement analysis for likes, comments, and follower behavior

使用场景

01Conducting competitor audience benchmarking and demographic research

02Extracting and summarizing user feedback from video and post comments

03Vetting influencers by analyzing engagement quality and follower authenticity

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add sickn33/antigravity-awesome-skills apify-audience-analysis

For use in Claude.ai and ChatGPT

主要功能

01Multi-platform support for Facebook, Instagram, YouTube, and TikTok

02Automated Apify Actor identification and schema fetching

03Flexible data export options including CSV, JSON, and chat summaries

0431,722 GitHub stars

05Native environment support for secure API token management

06Deep engagement analysis for likes, comments, and follower behavior

使用场景

01Conducting competitor audience benchmarking and demographic research

02Extracting and summarizing user feedback from video and post comments

03Vetting influencers by analyzing engagement quality and follower authenticity

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add sickn33/antigravity-awesome-skills apify-audience-analysis

For use in Claude.ai and ChatGPT