What we collect
Supply-side data:
Product listings, thumbnails, PDP text, marketing keywords
Prices and price change history
Bestseller rankings and ranking shifts
Sales volume (limited to TikTok Shop US, Shopee)
Demand-side data:
Review text, star ratings, review counts, growth rate
Consumer language and keywords extracted from reviews
Consumer profiles (skin type, skin concerns, age, gender — availability varies by channel)
Review authenticity signals
What we don't collect
Industry news and press coverage
Academic research and patent data
Social media buzz, influencer data
Celebrity endorsements and media impressions
Website traffic
Common follow-up questions
Do you have sales volume data?
Direct sales volume is available for TikTok Shop US, Qoo10, and Shopee. For other channels, we use proxy signals such as rankings and review velocity.
Are there plans to add data sources outside e-commerce?
No current plans. We do continuously expand our coverage, so any updates will be communicated separately.