| name | apify-audience-analysis |
| description | Understand audience demographics, preferences, behavior patterns, and engagement quality across Facebook, Instagram, YouTube, and TikTok. |
| type | skill |
| created | 2026-02-27T00:00:00.000Z |
| domain | data |
| category | data-analysis |
| risk | unknown |
| source | community |
| tags | ["skill","data","data-analysis","apify","audience","analysis"] |
Audience Analysis
Analyze and understand your audience using Apify Actors to extract follower demographics, engagement patterns, and behavior data from multiple platforms.
When to Use
- You need audience demographics, engagement patterns, or follower behavior from social platforms.
- The task is to choose and run Apify Actors for audience analysis across Facebook, Instagram, YouTube, or TikTok.
- You need structured extraction plus a summarized interpretation of audience findings.
Prerequisites
(No need to check it upfront)
.env file with APIFY_TOKEN- Node.js 20.6+ (for native
--env-file support)
mcpc CLI tool: npm install -g @apify/mcpc
Workflow
Copy this checklist and track progress:
Task Progress:
- [ ] Step 1: Identify audience analysis type (select Actor)
- [ ] Step 2: Fetch Actor schema via mcpc
- [ ] Step 3: Ask user preferences (format, filename)
- [ ] Step 4: Run the analysis script
- [ ] Step 5: Summarize findings
Step 1: Identify Audience Analysis Type
Select the appropriate Actor based on analysis needs:
| User Need | Actor ID | Best For |
|---|
| Facebook follower demographics | apify/facebook-followers-following-scraper | FB followers/following lists |
| Facebook engagement behavior | apify/facebook-likes-scraper | FB post likes analysis |
| Facebook video audience | apify/facebook-reels-scraper | FB Reels viewers |
| Facebook comment analysis | apify/facebook-comments-scraper | FB post/video comments |
| Facebook content engagement | apify/facebook-posts-scraper | FB post engagement metrics |
| Instagram audience sizing | apify/instagram-profile-scraper | IG profile demographics |
| Instagram location-based | apify/instagram-search-scraper | IG geo-tagged audience |
| Instagram tagged network |
