Analyze audience demographics and engagement
anysite-audience-analysisskillsetup L2★19
anysiteio/agent-skills ↗What it does
Analyze follower demographics, engagement patterns, and audience quality
Best for
Creators or community managers optimizing targeting, content mix, or influencer partnerships based on audience composition.
Inputs
- · Instagram, YouTube, or LinkedIn profile/channel URL
- · Follower or subscriber sample (50-100 profiles)
- · Recent posts with engagement metrics
- · Comment data from posts
Outputs
- · Audience demographics summary (location, job title, interests)
- · Engagement pattern analysis (peak activity times, comment quality)
- · Audience segmentation (active, passive, ghost followers)
- · Content preference by audience segment
- · Follower authenticity assessment
- · Exportable CSV/JSON audience data
Requires
- · anysite API (Instagram, YouTube, LinkedIn endpoints)
- · execute() function for platform-specific queries
- · query_cache() for filtering without re-fetching
- · export_data() for CSV/JSON output
Preconditions
- · anysite API credentials configured
- · Target profile/channel is public
- · At least 50 followers/subscribers to analyze
Failure modes
- · API rate limits may block large audience analysis
- · Demographics inference from bios is unreliable
- · YouTube comment analysis requires public comments enabled
- · LinkedIn people-search limited by connection visibility
Trust signals
- · Named platform endpoints (Instagram user_friendships, YouTube channel_videos, LinkedIn post analysis)
- · Three-step workflow (identify source, collect data, analyze patterns)
- · Data filtering and aggregation shown (query_cache with conditions)