TikTok Video Analytics

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Analyzes TikTok Shop promotional video leaderboards and extracts detailed sales, engagement, and advertising performance metrics via Kalodata.

The TikTok Video Analytics skill connects Claude Code to Kalodata's e-commerce intelligence platform, allowing users to explore trending promotional video leaderboards and inspect comprehensive performance metrics for specific shoppable videos. It retrieves critical data including GMV revenue, sales volume, view counts, engagement rates (likes, comments, shares), GPM (revenue per mille), and paid advertising metrics such as ROAS and CPA across multiple regions and time ranges. This skill is essential for e-commerce brands, marketers, and sellers seeking data-driven insights into viral video creative strategies, creator partnerships, and advertising efficiency on TikTok Shop.

Key Features

01Discover top-performing TikTok Shop promotional videos across regions, currencies, and custom date ranges
02Automate efficient data caching and local JSON storage to minimize API credit consumption
03Retrieve deep video analytics including GMV revenue, sales volume, GPM, views, and engagement metrics
04Analyze paid advertising performance metrics such as ROAS, CPA, ad view ratio, and ad running duration
0555 GitHub stars
06Inspect creator identities, debut dates, and linked product counts for high-converting shoppable videos

Use Cases

01Benchmarking competitor video sales revenue, GPM, and paid advertising ROAS on TikTok Shop
02Evaluating creator-generated promotional video performance to optimize influencer partnership ROI
03Discovering top-selling viral TikTok video hooks and formats for e-commerce product promotion