Apify Content Analytics

What this skill does

Apify Content Analytics enables marketers to track and analyze engagement metrics across Instagram, Facebook, YouTube, and TikTok by leveraging Apify Actors. It extracts detailed data such as post likes, comments, follower growth, video views, and hashtag performance, providing a comprehensive view of content performance. This skill supports multiple output formats including quick chat summaries, CSV, and JSON exports, allowing for flexible integration into reporting workflows.

Who it's for

This skill is designed for performance marketers managing multi-platform social campaigns who need granular content insights to optimize engagement. Growth leads and agency strategists benefit by tracking key metrics like reel performance or ad analytics to measure campaign ROI across channels. SEO and PPC operators can also use it to analyze social signals that influence search visibility and ad targeting decisions.

Key workflows

First, select the appropriate Apify Actor based on the specific content analytics goal, such as Instagram post engagement or TikTok content metrics. Next, fetch the Actor’s input schema using the `mcpc` CLI tool to understand required parameters and configure the data extraction. Then, define user preferences including output format and result count to tailor the data export. Finally, run the analytics script with the specified Actor and inputs, then review the summarized findings covering the number of content pieces analyzed and key performance insights.

Common questions

How do I choose the right Actor for my needs? Select based on content type and platform focus, for example, use `apify/instagram-reel-scraper` for reels or `streamers/youtube-scraper` for YouTube videos. What output formats are available? You can get quick chat summaries or export full data sets in CSV or JSON depending on your reporting needs. What if the script times out? Reduce the input size or increase the timeout parameter to handle larger data sets without failure.

How to use in Metaflow

Attach the Apify Content Analytics skill to your Metaflow agent task by specifying the desired Actor and input parameters, then run the task to fetch engagement data from your targeted social platforms. Expect structured performance metrics and export options that integrate seamlessly into your existing analytics pipeline. For detailed setup and troubleshooting, consult our documentation and...

For broader context, see our roundup of claude skills marketing, and read connect Claude Desktop to Google Ads with MCP for related setup guidance.