Consumer Reports Suggests Engineering Loyalty Into AI Agents

Consumers trust artificial intelligence to weigh commercial intent and find the best answers, raising new questions about whether traditional advertising disclosures belong in chat interfaces.

The Tech TL;DR:

• Shoppers increasingly rely on AI to begin product searches, yet nearly all affiliate disclosures vanish from chat summaries.

As fastcompany.com reported, people generally accept advertisements if they secure quick access to discounted or free goods, even though nobody genuinely adores promotional material.

What people won’t forgive is being lied to, according to fastcompany.com.

A study looking at how consumers see native ads on news sites found that fewer than 10% of consumers could identify them as advertising, fastcompany.com reported.

When people find out after the fact, they don’t take it well, as two-thirds of readers in a Contently survey said they felt deceived when they realized an article or video was sponsored by a brand, fastcompany.com reported.

Regulations Struggle to Address AI Search and Shopping

That reality drives a set of regulations and standards meant to protect consumers, though it remains unclear how those rules carry over into artificial intelligence answers, fastcompany.com reported.

Forty-seven percent of U.S. shoppers who use artificial intelligence started their last product search with the technology, according to an impact.com survey cited by fastcompany.com.

Meta states that shopping is the most common use of its new personal artificial intelligence agent, Muse, fastcompany.com reported.

A reliable label in artificial intelligence sounds useful, but it gets complicated quickly because it might cause confusion that the platform itself was paid rather than the original publisher, fastcompany.com reported.

OpenAI addresses disclosure by including citation links in ChatGPT search so users can check sources themselves, fastcompany.com reported.

When you ask artificial intelligence for recommendations, it functions more like hiring a researcher than looking at a billboard, fastcompany.com reported.

Twenty-four percent of shoppers in the impact.com survey use artificial intelligence specifically to avoid sponsored results and ads, fastcompany.com reported.

Affiliate Content and Platform Kickbacks

Artificial intelligence summaries rely heavily on affiliate content, with one study showing about a quarter of pages cited by ChatGPT, Google’s AI Overviews, and Perplexity carrying a commercial disclosure, fastcompany.com reported.

If those disclosures carried over, they would appear in almost every shopping answer, creating a user interface nightmare, fastcompany.com reported.

Legitimate sites monetize via affiliate fees and follow Federal Trade Commission guidelines requiring disclosures, fastcompany.com reported.

OpenAI states that ads do not influence ChatGPT answers, keeping them separate from the response, fastcompany.com reported.

Early research from the Frankfurt School of Finance and Management found shoppers who clicked ChatGPT ads bought at a rate of 0.37%, compared to 2.21% for those arriving through regular answers, fastcompany.com reported.

Meta CEO Mark Zuckerberg said on an October earnings call that Muse will monetize via transactions by building commerce tools to get paid a fee based on facilitated transactions, fastcompany.com reported.

Designing for User Loyalty

Concerns over agent influence prompt calls for engineering loyalty by design in agentic systems, a phrase from Consumer Reports work on artificial intelligence agents, fastcompany.com reported.

Draft legislation put forward by Mark Warner would legally establish a comparable duty of loyalty for certain artificial intelligence agents, according to fastcompany.com.

What Gen Z Users Click Through Links in AI Summaries

What percentage of Gen Z users click through links inside AI summaries?

According to an impact.com survey cited by fastcompany.com, Gen Z is split between those who never click through at 11% and those who always do at 21%.

How do conversion rates compare between ChatGPT ads and regular answers?

Early research from the Frankfurt School of Finance and Management found that shoppers who clicked ChatGPT ads bought at a rate of 0.37%, while those arriving through regular answers bought at a rate of 2.21%, fastcompany.com reported.

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