Kroger Forecasted E-commerce Conversions With AI

A new industry study found that predictive creative scoring can accurately forecast and boost digital ad performance.

Updated on Sept. 30, 2026 in Advertising

Kroger Forecasted E-commerce Conversions With AI

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Kroger has identified a method to predict e-commerce conversion rates using predictive creative scoring. The technique achieved 81% accuracy in forecasting outcomes by analyzing visual assets.

Why it matters

The study highlights a direct link between creative decisions and business results, offering marketers a data-driven approach to optimize digital advertising. Aligning content with these insights can significantly increase conversion volume.

The study analyzed more than 1,900 video and image assets from Meta and Google's DV360 campaigns. Leveraging the findings, marketers saw a four-times improvement in conversion rates when using optimized creative.

The players

Kroger

Kroger is one of the largest supermarket chains in the United States and a major player in retail media and advertising.

Vidmob

Vidmob is a creative data platform that provides software for analyzing and optimizing the performance of digital advertising assets.

MMA Global

MMA Global is an industry trade association focused on the evolution of marketing and the implementation of effective data standards.

The details

Kroger collaborated with Vidmob and MMA Global to integrate campaign data and research standards into a cohesive evaluation framework. Using artificial intelligence, the partners analyzed messaging, branding, and structural attributes in digital assets to pinpoint which factors drive consumer action.

June 2026: Vidmob launched the Vidmob360 platform.
September 30, 2026: The study results were published.

Market Landscape

This development reflects a broader move in the advertising industry toward leveraging granular retail media data to improve campaign efficiency. By standardizing creative evaluation, companies are positioning themselves to outperform competitors relying on manual or intuition-based ad design.

Shoppers may experience more relevant and effective digital advertisements as brands adopt these predictive scoring methods. This shift is designed to reduce irrelevant content, potentially improving the overall digital shopping experience for consumers.

The takeaway

Predictive creative scoring allows marketers to reallocate budgets toward high-scoring assets to double conversion potential. Businesses should consider implementing automated creative analysis to align messaging with measurable conversion drivers.