Automate TikTok Hashtag Reports via Gmail with n8n Workflow

Transform your TikTok hashtag monitoring into an automated intelligence system that delivers comprehensive engagement reports straight to your inbox. This n8n workflow eliminates the tedious manual process of tracking multiple hashtags, giving social media managers and marketing teams data-driven insights on TikTok performance trends.

What this workflow does

The automation runs on your specified schedule (daily or hourly) and systematically processes hashtag queries stored in an n8n Data Table. For each hashtag, it sends requests to the Apify TikTok scraper API to retrieve up to 50 recent posts from the past 7 days. The workflow then calculates a weighted engagement score using the formula: likes × 1 + comments × 2 + shares × 3 + views ÷ 1000. Posts are re-ranked and categorized into High, Medium, or Low engagement levels, with the top 15 results formatted into a professional HTML email report sent via Gmail. All data is simultaneously saved to your designated Data Table for persistent storage and historical analysis.

Use cases

• Social media managers tracking competitor hashtag performance across campaigns
• Content strategists identifying trending topics and high-engagement content patterns
• Marketing teams monitoring brand mention sentiment and reach metrics
• Agencies providing automated TikTok analytics reports to multiple clients
• Influencer marketing teams discovering emerging hashtag opportunities

Technical details

This TikTok automation workflow leverages essential n8n nodes including HTTP Request for Apify TikTok scraper integration, Gmail node with OAuth2 authentication, Data Table nodes for query storage and results persistence, Split in Batches for efficient hashtag processing, and Code nodes for custom engagement scoring algorithms. The workflow requires Apify account credentials and Gmail authentication setup.

Perfect for n8n users seeking automated TikTok hashtag monitoring without manual data collection overhead.