AI Hype Versus Reality Prime Day Shopping Habits Persist

Despite widespread speculation that AI tools like ChatGPT are revolutionizing how we shop, new data from RealityMine paints a more nuanced picture. An analysis of consumer behavior during Amazon’s Prime Big Deal Days in October 2025 reveals that the retail giant's success still hinges on its classic, time-tested strategies.

Prime Day Dynamics Remain Unchanged

The data shows that Prime Big Deal Days performed exactly as expected, delivering significant spikes in user engagement. Compared to the week before, the Amazon app saw a 21% increase in visits, a 44% jump in searches, a 33% rise in the number of buyers, and a 45% surge in orders. These figures align with historical patterns, demonstrating that the core mechanics of Prime Day continue to drive massive consumer activity.

The Rise of ChatGPT A Subtle Influence

While Prime Day's formula remains potent, the landscape of digital tools is changing. RealityMine's data shows a massive increase in ChatGPT adoption among Amazon app users, soaring from 1.8% in 2024 to 9.1% in 2025. However, this surge in usage has not yet translated into a significant change in shopping behavior. Only 1.5% of Amazon app visits occurred within five minutes of using ChatGPT, a figure that is virtually flat when compared to a random baseline. For now, platforms like Pinterest, eBay, Target, and Walmart are far more integrated into the pre-Amazon shopping journey.

Craig Parker, Product Manager at RealityMine, notes that while the change is coming, it's not here yet. "AI tools will fundamentally change how people shop, discover, and decide what to buy," he said. "This October’s Amazon Prime Day still followed familiar discovery paths through search and social, but that shift is accelerating — and we’re eager to see how it shows up in the data over the months ahead."

A Glimpse into the Future The AI Assisted Shopper

Although ChatGPT's role is currently small, there is a fascinating trend emerging. The data indicates that when ChatGPT does appear in a user's discovery path, conversion rates see a modest increase, rising to 9.4% compared to the 7.2% average. This suggests that shoppers who use AI tools may be more deliberate, using them for research and product validation before making a purchase.

This finding points to an evolution in consumer behavior rather than an overnight revolution. As RealityMine CEO Chris Havemann explained, "It’s tempting to look for a revolution, but right now the story is evolution. AI is creeping into the consumer mindset, but the behavioral data tells us its role in actual purchase journeys is still small."

What This Means for Brands

Based on these findings, brands should adopt a measured approach to incorporating AI into their strategies. Here are a few key takeaways:

• Don’t Overreact to Hype: Core business drivers like availability, competitive pricing, and strong visibility remain paramount.
• Engage with AI-Informed Shoppers: High-intent customers are likely using tools like ChatGPT to research and compare products. Brands can experiment with content and strategies that cater to this deliberate, informed consumer.
• Track the Entire Journey: To get a true understanding of consumer behavior, it's crucial to look beyond the final click. Analyzing the apps and sites people use before they arrive at a purchase decision is key to seeing the complete picture.

Havemann emphasizes this point: "That’s exactly why brands need to measure—not assume—how these new tools fit into their funnel."

For a deeper dive into the findings, you can read RealityMine’s full analysis on their website.

About RealityMine

RealityMine helps global platforms and app owners understand consumer digital behavior by filling in crucial data blind spots. Using privacy-first tracking technology, the company captures how real people use their devices across the entire digital universe, from e-commerce and media consumption to AI-powered search. This data provides the foundation for competitive benchmarking, strategic planning, and the development of proprietary AI models.

For more information, visit the RealityMine website.