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How We Measure Our Data

Charm is the world’s most comprehensive dataset on ecommerce brands, tracking critical performance metrics for every direct-to-consumer brand and TikTok Shop.

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Data Methodology

Detecting Ecommerce Brands

Charm’s crawlers visit 2.5 million web pages per day, utilizing AI with proprietary detection capabilities to track every product sku in the world. We compare individual sku’s to detect brands and create competitive peer sets.

Rank brands using Charm’s 100+ scoring metrics including the Charm Growth ScoreTM, Charm Success ScoreTM, Charm Sophistication ScoreTM, category, ad count, tech stack, marketplace, social media metri (10)

Mapping Global Brand Assets

Leveraging computer vision-powered image and text matching, Charm maps all related brand assets (social media handles, resellers & distributors, websites, & ads) to paint a comprehensive picture of a brand’s identity.

Rank brands using Charm’s 100+ scoring metrics including the Charm Growth ScoreTM, Charm Success ScoreTM, Charm Sophistication ScoreTM, category, ad count, tech stack, marketplace, social media metri (4)
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