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Audience Analysis with Apify

Pulls follower and engagement data from Facebook, Instagram, YouTube and TikTok via Apify Actors

Source Download skill
Repository
sickn33/agentic-awesome-skills
Stars
49,023
Licence
MIT
Files
2 files

What it does

Once installed, the agent can choose an Apify scraper (called an Actor) suited to a social platform, run it against public account data, and summarise patterns such as follower profiles, engagement and comment activity. It asks you for output format and result count first, can show a few results in chat or save bounded CSV or JSON files, and is instructed to treat results as partial samples rather than verified demographics.

Great for

  • Creators or brand teams wanting a rough picture of who engages with public posts or accounts
  • Marketers comparing engagement quality across Instagram, TikTok, YouTube and Facebook
  • Analysts who already have an Apify account and want structured exports with a written summary

Skip it if

  • Identifying or profiling individual people, or inferring sensitive traits from names, photos or handles (the skill itself forbids this, and it is ethically and legally risky)
  • Private groups or non-public data, which the skill says must not be collected
  • Budget-sensitive runs without checking pricing: the local row limit does not cap remote Actor work or billing

Try asking

  • “Show me the top commenters and engagement patterns on this YouTube channel's recent videos, quick answer only”
  • “Export follower profile data for this public Instagram account to a dated CSV, capped at 200 rows”
  • “Compare engagement quality on my last 30 TikTok posts and summarise the main audience themes”
Step-by-step guide: how to use Audience Analysis with ApifyInstall, first run, examples, tips and FAQs

Install in 3 steps

  1. 1

    Download the skill

    The ZIP contains the 2 original files, the MIT licence and an attribution note.

    apify-audience-analysis.zip
  2. 2

    Add it to your agent

    Claude Code (all projects)

    mkdir -p ~/.claude/skills && unzip apify-audience-analysis.zip -d ~/.claude/skills/

    Claude Code / Agent SDK (this project only)

    mkdir -p .claude/skills && unzip apify-audience-analysis.zip -d .claude/skills/

    Claude apps (web/desktop): Settings → Capabilities → Skills → Upload skill, and choose the ZIP.

  3. 3

    Ask for the task

    No special command needed — the agent reads the skill's description and loads it when your request matches. Try one of the prompts above.

Get better results

  • Start with a small input limit and confirm pricing and the Actor schema before any paid run
  • Keep the .env file private and never paste your token into chat; if a run times out, check the printed run ID in Apify Console before retrying to avoid duplicate charges
  • Ask for aggregate findings with the platform, date window and sample size stated, and avoid sharing personal contact fields

What's inside

  • reference/scripts/run_actor.js
  • SKILL.md

Redistributed unmodified from sickn33/agentic-awesome-skills under the MIT licence. The assessment was drafted with AI from the skill's files on 2026-10-29. Skills can instruct your agent to run code — read SKILL.md and any scripts before installing.