Key Takeaways:
- TikTok Shop added nine new analytics features to Business Compass, giving US sellers deeper visibility into video performance, subscription retention, and order attribution.
- New subscription cohort analysis and Order Analysis tools let merchants distinguish one-time purchases from recurring revenue and track individual transactions.
- TikTok Shop says the updated data is for business reference only and isn’t a substitute for official settlement statements or financial records.
TikTok Shop has rolled out nine new analytics capabilities to Business Compass, the platform’s reporting hub inside Seller Center, to give US local sellers a clearer view of how content, live streams, and promotions drive sales. The October update consolidates data that was previously scattered across separate reports, reducing the manual work merchants faced when piecing together performance trends.
Video and Live Performance Metrics Get More Detail
Sellers who run video content can now see ad information directly within their video lists, alongside linked product data showing how specific items performed. For live sellers, Compass now aggregates key metrics by session start time, making it easier to compare results across different broadcast windows.
A new Live Diagnosis tool breaks down viewer behavior in stages, from tap-through to final purchase, and compares those results against category benchmarks. A stream can outperform a seller’s own history while still lagging behind similar shops in the same category.
Subscription and Order Data Reveal Where Revenue Comes From
Subscription reporting received a significant expansion. Sellers can now review cohort analysis showing when customers tend to churn, rather than relying on a single blended retention rate that can mask the real trend. The update also separates subscription revenue into three categories: one-time purchases, first-time subscriptions, and recurring subscriptions.
Order Analysis, built into the Compass AI Report, lets sellers drill from summary figures down to individual transactions. Merchants can review order source, attribution, and refund data, including a split between seller-generated and creator-generated sales. That level of detail could help sellers evaluate which creator partnerships are actually driving revenue.
Search Rankings and Promotion Reports Inform Campaign Planning
TikTok Shop also added search ranking data covering shops, products, and trending terms, giving sellers another signal for campaign planning. Mix and match promotion analytics now let merchants evaluate how fixed-price bundle offers performed, which could help shape future bundling decisions.
Some Features Come With Restrictions
Not every tool is available to all sellers. Brand audience exports remain limited to selected eligible brand sellers, and TikTok Shop hasn’t published eligibility criteria or indicated whether access will expand. The company also hasn’t detailed how certain metrics, including search rankings, are calculated or how often they refresh.
TikTok Shop has been explicit that Order Analysis and related reporting are meant for business analysis only. The company states the data isn’t a replacement for official settlement statements, contractual terms, or financial records, meaning sellers should still verify figures against their own order histories before making financial decisions.
What This Means for Sellers
The nine additions give TikTok Shop merchants more ways to connect content, live streams, and promotions to actual sales outcomes. Sellers who use the expanded Compass data alongside their own records can get a sharper view of what’s driving growth, while those relying on Compass data alone may end up working from an incomplete picture. The update reflects TikTok Shop’s ongoing push to give sellers more visibility into the specific drivers behind their performance.
(Note: AI assisted in summarizing the key points for this story.)