practicalecommerce.com·Mar 8, 2026
The article discusses how the rise of AI-assisted product discovery is creating an attribution blind spot for merchants, as AI-driven recommendations influence consumer decisions upstream, making it challenging to measure the impact on sales and adapt marketing strategies accordingly.
As AI-driven product discovery grows, the attribution blind spot it creates poses a challenge for ecommerce marketers. Consider employing incremental testing and marketing mix modeling to estimate the impact of AI channels, as these methods can help bridge the gap in measuring AI's influence on consumer purchasing decisions and guide budget allocation despite the current lack of direct attribution.