Rufus Trends & Statistics

EMARKETER offers market research, trends and statistics for a variety of topics and industries. Here you will find a collection of reports, articles and other resources for Rufus
A leaked Amazon pitch deck makes the case for Rufus ads

A leaked Amazon pitch deck makes the case for Rufus ads

Article
Mar 31, 2026

A leaked Amazon deck positions its Rufus AI shopping assistant as a high-intent retail media channel with CPC pricing on the horizon.

The Next Era of Retail

The Next Era of Retail

Report
Mar 24, 2026

AI is reshaping how people discover, evaluate, and buy products. As assistants and emerging agents take on more of the shopping journey, retailers must rethink how they surface products and compete for influence in the purchase journey.

FAQ on retail technology: AI's role in reshaping commerce operations and customer experience

Article
Mar 02, 2026

While categories like payments, back-end infrastructure, and in-store systems remain relevant, AI has emerged as a defining force in retail tech for 2026.

The State of UK Ecommerce

The State of UK Ecommerce

Report
Feb 26, 2026

UK ecommerce is entering a steady, mature phase—but there are still opportunities for growth.

It’s never too early: What’s ahead for the 2026 holiday season

Article
Feb 23, 2026

“Returns are in, brands are sharing how the holidays really performed on investor calls, and before we know it, we're going to start planning for the next cycle,” said our analyst Suzy Davidkhanian on a recent episode of “Reimagining Retail.” As retailers wrap up their analysis of the 2025 holiday season and begin planning for 2026, here’s how consumer behaviors are evolving across channels and what this means for future holiday strategies.

What Brands and Retailers Need to Know About Google’s Universal Commerce Protocol

What Brands and Retailers Need to Know About Google’s Universal Commerce Protocol

Report
Jan 22, 2026

Google’s Universal Commerce Protocol promises a common standard for agentic commerce. But AI-driven checkout will remain small for the foreseeable future, keeping the focus on how AI influences discovery rather than where transactions are completed.

As Walmart and Amazon make different bets on AI, most retailers will fall in between

Article
Jan 14, 2026

The growing role of AI in shopping is forcing retailers to rethink discovery and decision-making. Walmart, for example, is embedding its ecommerce capabilities into external AI assistants like Google’s Gemini. Meanwhile, Amazon is keeping AI-led discovery and decision-making inside its own ecosystem with tools like Rufus.

Checking in: Reviewing our 2025 retail predictions

Article
Dec 19, 2025

While we were right that retailers would offer richer in-store experiences to attract shoppers, we were wrong about how Amazon, discount retailers, and dollar stores would evolve their physical and digital strategies. From AI tools that stayed online to unfulfilled marketplace ambitions, here’s how we did with our 2025 predictions.

Agentic shopping, layoffs, and wearables give hints about Amazon's future

Article
Dec 11, 2025

Amazon's recent business moves, examining corporate layoffs, AI-powered shopping features, and new smart glasses technology for delivery workers paint an interesting view of its immediate future and what it could mean for consumers.

ChatGPT ads are coming soon, leak shows

Article
Dec 01, 2025

An OpenAI leak indicates that ads are coming to ChatGPT in the near future, according to computer engineer Tibor Blaho. Advertisers should anticipate a future where ads become a core part of the ChatGPT experience and act quickly to test and learn before competitors, but should remain agile in their strategies and remain informed about developments in consumer behavior.

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Retail Mobile App Shopping 2026

Retail Mobile App Shopping 2026

Report
Dec 01, 2025

Mobile will account for nearly half of US online sales in 2026 and become the dominant channel in 2027. To make the most of this shift, retailers and brands should enhance integration of their shopping apps and loyalty programs.

AI in retail: Balancing automation with the human touch

Article
Nov 24, 2025

As AI increasingly powers everything from holiday ads to product recommendations, retailers face a critical balancing act between efficiency and authenticity. "The question isn't if retailers will use AI, it's how they'll keep using it and maintain the human touch along the way," said host Suzy Davidkhanian on a recent episode of “Behind the Numbers.”

Google brings ads to AI Mode, but whether the format pays off remains uncertain

Article
Nov 24, 2025

Google has officially begun showing ads in its AI Mode search engine after announcing a rollout earlier this year. Google’s early testing of ads in AI Mode suggests that AI-driven search placements are beginning to take shape and may ultimately unlock new revenue potential. But with performance still unproven, advertisers should track developments closely while resisting the urge to invest heavily before the format demonstrates clear value.

Amazon edges deeper into agentic commerce with Rufus 'Auto Buy' function

Article
Nov 14, 2025

Amazon quietly introduced agentic shopping capabilities to its Rufus chatbot last week. Customers can now ask Rufus to monitor products and make a purchase when an item reaches a target price or discount level. Amazon’s “Auto Buy” feature could make Rufus more useful for deal-seeking shoppers this holiday season—provided they know the option exists and trust the chatbot’s accuracy. Over the long term, adding more agentic features to Rufus—which has been used by 250 million active customers this year alone—could enable Amazon to satisfy shoppers’ desire for AI assistance without ceding ground to platforms like ChatGPT and Perplexity.

Amazon’s full-funnel, AI-powered ad solutions give brands a leg up

Article
Nov 12, 2025

Amazon announced a breadth of AI-powered ad options on Day 1 of its annual Unboxed event designed to simplify campaign creation and deployment. Amazon’s new resources give advertisers a uniquely full-funnel solution that’s difficult to find in the crowded digital marketing world.

Amazon’s evolving ad strategy shows promise and momentum in Q3

Article
Oct 30, 2025

Amazon is continuing to see success with its maturing ad offerings. Q3 advertising services reached $17.7 billion, up 24% YoY, while net sales increased 13% to $180.2 billion. Q4 guidance points to continued confidence, with Amazon expecting growth between 10% and 13% YoY. Amazon’s ad success indicates that it will continue to be a promising opportunity for marketers that offers a unique proposition combining data-driven targeting, commerce integration, innovative ad formats, and the ability to reach consumers both onsite and offsite.

As Amazon’s Rufus gets its paws on publisher data, here’s how retailers should respond

Article
Aug 26, 2025

While AI advancements have sparked litigation between publishers and tech giants—The New York Times’ lawsuit against OpenAI for copyright infringement being the most prominent—some publishers are embracing AI partnerships as an essential revenue driver amid shaky search traffic.

Most brands aren’t ready for AI-driven discovery

Most brands aren’t ready for AI-driven discovery

Article
Aug 13, 2025

The news: Despite consumers’ rising use of AI agents for search, shopping, and discovery, brands are falling behind on generative engine optimization (GEO) strategies. 47% of brands have no deliberate GEO strategy or have no idea if they appear at all in AI agent responses, per a new report from Cordial. Another 47% have only just begun optimizing content for AI discovery. Our take: To boost visibility, brands should optimize for conversational context and create structured, machine-readable content that AI can index, like clear website FAQs, TL;DR summaries, and detailed product specs. Expanding presence across social platforms that feed AI training models, such as Reddit, Quora, and YouTube, can also improve chances of surfacing in AI-generated responses.

Microsoft Copilot launches AI-powered ad features to vie for ad dollars in the chatbot space

Article
Mar 05, 2025

Microsoft brings AI ad features to Copilot: It’s vying for ad dollars in an increasingly competitive chatbot space.

4 more retail predictions for 2025

Article
Jan 02, 2025

While our analysts have shared their major trends for the year ahead, the newsletter team has a few additional thoughts. In 2025, we think retailers will focus on personalized in-store experiences and technology to boost foot traffic and engagement while Amazon brings its AI assistant, Rufus, to brick-and-mortar locations. Discount retailers will struggle to retain customers, leading them to diversify or launch marketplaces to stay competitive.

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