https://www.causalityengine.ai/
Shopify Attribution for Beauty & Fashion | Causality Engine
Upload your GA4 data. See which channels actually drive revenue for your Shopify beauty or fashion brand. Confidence-scored results in minutes. Used by 216...
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https://kendall.ai/
Shopify attribution and analytics that won't break the bank - Kendall
Get the same first-party attribution as Northbeam and Triple Whale for Shopify stores — for a fraction of the price.
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https://moleculedata.com/
Server-side Shopify attribution — MoleculeData
Link every Shopify order to the ad that drove it. Server-side, multi-channel attribution with deduplicated revenue. 14-day free trial.
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https://www.shopify.com/id/blog/multi-touch-attribution
Multi-Touch Attribution Types + Tips for Effective Attribution (2026) - Shopify Indonesia
Multi-touch attribution is a way to track every point at which a customer interacted with your brand before they bought something.
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https://www.shopify.com/ca/blog/revenue-attribution
What Is Revenue Attribution? Benefits and Models - Shopify Canada
Revenue attribution helps give you a better understanding of how effective your marketing channels are.
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https://www.getblackbox.io/
BlackBox Attribution — Multi-Touch Attribution for Shopify
BlackBox gives Shopify stores crystal-clear attribution. See which ads, emails, and campaigns actually drive sales — free plan available, no credit card...
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https://www.shopify.com/ie/blog/first-touch-attribution
When To Use First-Touch Attribution Over Other Models (2026) - Shopify Ireland
Learn how the first-touch attribution model works, how it compares to other models, and how you can apply it to grow your business.
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