Advertising · ABD

As AI reshapes shopping, e-commerce companies realign marketing budgets

September 17, 2026
Advertising · ABD

Joint research by Northwestern University's Retail Analytics Council and AI-powered shopping assistant Minty reveals that personalized AI platforms significantly influence consumer purchasing decisions, prompting retailers to adjust their a

As artificial intelligence technologies gain prominence in the e-commerce ecosystem, retailers and marketing professionals are reconsidering budget allocation. Research conducted by Northwestern University's Retail Analytics Council in partnership with Minty, a provider of AI-powered shopping assistants, demonstrates the growing influence of AI platforms in determining where and how customers make purchases.

The study's findings indicate that AI platforms extend beyond individual product recommendations, actively shaping the entire shopping journey and purchase channel selection. This development has prompted businesses to question the effectiveness of traditional digital marketing and advertising spend, driving strategic budget reassessment. Particularly in mobile commerce and social media channels, the capacity of AI-integrated solutions to predict and influence user behavior has compelled marketing teams to adopt new criteria for budget distribution.

For e-commerce operators and sellers, this trend underscores that AI-ecosystem integration is no longer optional but a competitive necessity. Mid-market and large retailers must increasingly allocate dedicated marketing budgets toward customers being directed through AI assistants. Additionally, there is a clear need to enhance proprietary marketing analytics tools to better understand customer behavior and optimize product-category combinations favored by AI algorithms.

Looking ahead, e-commerce business success will be measured by striking the right balance between traditional digital marketing channels (SEO, SEM, display advertising) and AI-native marketing platforms. As AI shopping assistants like Minty continue to grow market share, customer acquisition costs and ROI through these platforms will become critical metrics for retailers to monitor and optimize.

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