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Seventh annual Retailer Preference Index (RPI) for U.S. Grocery

dunnhumby’s Retailer Preference Index (RPI) has been helping U.S. retailers and brands since 2017, by gathering insights from over 10,000 U.S. shoppers annually.

Disaggregating Forecasts
The six drivers of private brand innovation
AI’s Regulatory Crossroads: Innovation vs. Control
Why you need a demand model
AI: three breakout applications for consumer brands
Understanding the why: Causal AI and its value for retail
EBIT: the next milestone in retail media measurement?
Where will our data live tomorrow?
Winning with private brands, the Customer First way
Exploring the ethics of artificial intelligence (AI)
Reset, protect, and grow: the top retail priorities for 2024 and beyond
The challenges and opportunities of computational governance
How should we measure retail media in 2024?
What are Graph Neural Networks, and what do they mean for retailers?
Personalisation, products, and price: some of the ways in which dunnhumby is using AI
Three top trends for 2024: generative AI, hyperpersonalisation and Augmented Intelligence
The Power of Personalised Loyalty
Unlocking new opportunities with Digital Screens
Taking the Pulse of New Zealand’s grocery shoppers
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