Retail Embraces AI: How Did Rufus Impact Amazon's November Sales?

Retailers like Walmart, Target, and Amazon are integrating generative AI chatbots to personalize shopping and increase conversions.
Analysis of Amazon's Rufus shows its usage grew from 30% of app sessions in early November to 40% on Black Friday, a 33% increase, indicating that consumers rely more on AI during key shopping dates.
Conversion data reveals that purchases made with Rufus grew disproportionately faster than non-AI conversions on Sundays and during major sales events, such as Black Friday Week.
On Black Friday, AI-attributed conversions spiked 91 points day-over-day.
This suggests that AI tools may be effective during high-urgency or deal-seeking periods.
However, the analysis does not establish causality—it remains possible that users who engage with AI are already more inclined to purchase (e.g., higher income or further down the funnel).
The findings are preliminary, and further research is needed to determine the true impact of AI on retail conversions.
As the technology evolves, monitoring its role in driving sales will be crucial.