Brand Rank Methodology

Brand Rank is a data-driven index of the top trending fashion brands surging in real time across Magasin platforms.

This report uses a weighted scoring system that assesses Magasin’s coverage radar and reader behavior in four categories: Chat Mentions, Post Mentions, Clicks, and Orders.

While these metrics have historically been culled manually—picture us combing through the chat and tallying up clicks for dozens of combined hours—our process has been exponentially up-leveled thanks to recent technological advances. Where before there was only the sweat, blood, and tears of painstaking data entry, now we have The Tool, an elegant (and proprietary!) suite of functions that analyzes our bulk .txt and .csv files and turns out a ranking with a degree of precision not previously possible. Thank you to friend of the newsletter Kate Curran for building us this powerful piece of machinery.

Here’s how The Tool is crunching numbers:

Chat Score

Every brand mentioned in the highly active Magasin Chat (which you can find and participate in here) throughout the month earned 1 point. In 2024, we analyzed 47,000 lines of chat text to extract over 10,000 brand mentions.

Post Score

Also tallied were brands mentioned in newsletter sends coming directly from Magasin. In 2024, we published 195,322 words. Over 1,000 of those were brand names. These inclusions also carry a weight of one point each, equal to that of chat mentions.

Click Score

Every link that received over 10 clicks from newsletters is broken out, awarding the brand associated with the link .01 points per click. So, if a link receives 2,488 clicks, it earns 24.88 points. (For those who are curious, 2024 saw 9,500+ links combined drive nearly two million clicks.)

Note: A quirk of counting clicks is that many of the links are “packaged” within redirecting URLs that hide the name of the brand that would otherwise be readable by The Tool. This presented a huge roadblock to automation, that is, until we had The Unpacker, a fix that unfurls links into legible formats, developed by our friend Steven Huynh. A million thanks, Steven.

Order Score

Lastly, as you are aware, we use affiliate linking for some of our content, and as such have access to stats including the number of orders driven through a specific URL. From this data, we’ve identified the brand behind every link that drove an order—there were 600+ different brands represented in 2024’s data—and assigned a weight of .5 points per order. So, if a link to an Eres bikini drove 12 orders, the brand is credited with 6 points. (For clarity, it’s not apparent in the data whether those 12 orders placed were all for Eres bikinis, or even other Eres products, just that clicks that arrived to a site through that Eres link led to a certain number of orders in total—are you still with me?)

If you have any questions or ideas about the way we compile Brand Rank, or you’re curious to hear how a seafood tower is somehow involved in its making (it is), we’d love to hear from you. Email me directly at laura@magasin.ltd to share your thoughts.

See every past edition of Brand Rank here:


343: The mainstreaming of Lemaire

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Mar 30
343: The mainstreaming of Lemaire

Brand Rank is a data-driven index of the most shoppable brands in the Magasin universe. See past Brand Rank reports here.

330: The most shoppable brands in the Magasin universe

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Feb 25
330: The most shoppable brands in the Magasin universe

Welcome to the annual edition of Brand Rank, a data-driven index of the top trending fashion brands surging in real time across the retail world and on Magasin platforms. See past Brand Rank reports here.

236: Damning evidence of a jelly sandal summer ahead

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June 3, 2024
236: Damning evidence of a jelly sandal summer ahead

Welcome to the May edition of Brand Rank, a data-driven index of the top trending fashion brands surging in real time across the retail world and on Magasin platforms. See April’s Brand Rank here.

224: This months-old brand is more sought after than Miu Miu

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April 28, 2024
224: This months-old brand is more sought after than Miu Miu

Welcome to the April edition of Brand Rank, a data-driven index of the top trending fashion brands surging in real time across the retail world and on Magasin platforms. See March’s Brand Rank here.

213: COS, the people's princess

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March 31, 2024
213: COS, the people's princess

Welcome to the March edition of Brand Rank, a data-driven index of the top trending fashion brands surging in real time across the retail world and on Magasin platforms. See February’s Brand Rank here.

203: There's a clear winner in the battle of the mall brands—for now

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February 25, 2024
203: There's a clear winner in the battle of the mall brands—for now

Welcome to the February edition of Brand Rank, a data-driven index of the top trending fashion brands surging in real time across the retail world and on Magasin platforms. See January’s Brand Rank here.

192: Eileen Fisher beats out The Row in a major shopping upset

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January 28, 2024
192: Eileen Fisher beats out The Row in a major shopping upset

Welcome to the inaugural January edition of Brand Rank, a data-driven index of the top trending fashion brands surging in real time across the retail world and on Magasin platforms.


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