8/17/2026
Add-to-cart counts overstate creator campaign performance. Shop Clicks measure the specific moment a viewer moves from a creator's storefront toward a purchase, giving CPG brands a cleaner signal.
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6/24/2026
CPM tells a food brand how cheaply it bought attention. It says nothing about whether anyone bought the product. As grocery attribution improves, the benchmark that matters is shifting from cost per impression to cost per action.
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5/12/2026
Most influencer reporting dashboards were built for DTC brands with a Shopify checkout. CPG brands sell through grocery retail and Instacart, which means the standard reporting playbook measures the wrong things. Here is what to actually track.
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4/23/2026
Most CPG brands measure influencer marketing with impressions and engagement rate. Here's the four-layer attribution framework that connects creator content to actual retail sales, including Instacart.
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