Brands are increasingly being added to or removed from consumer consideration inside AI conversations before shoppers ever reach a company website, according to a new study from We Are Talker. The research, conducted by Talker Research among 2,000 U.S. adults who had used AI for a personal purpose in the previous three months, found that 70% had discovered a brand, product or service for the first time through AI. Nearly two-thirds of respondents, 64%, had gone on to buy or use something from a brand AI first introduced to them.
At the same time, 68% said information from AI had caused them to rule out a brand or product they were considering. We Are Talker calls this phenomenon The Invisible Shortlist: the brands AI adds to, or removes from, a shopper's consideration while a purchase decision is still open. The findings suggest that AI is not merely a discovery tool but an active gatekeeper in the purchase journey.
"The shortlist is increasingly being shaped before a consumer ever reaches a brand's website," said Tim Haslam, CEO of We Are Talker. "AI isn't just helping people find information. It is starting to influence which brands get considered, which get rejected and ultimately which get chosen." Haslam added that visibility alone is no longer sufficient. "Brands need credible, attributable evidence that helps AI understand why they deserve to be considered and recommended," he said.
The study also found that 73% of respondents open to using AI in purchase decisions considered AI recommendations influential, compared with 81% for search results and 79% for customer reviews. While AI trails traditional sources, its influence is significant and growing, particularly among consumers who have already adopted AI tools for personal use.
The implications for businesses are substantial. Companies that fail to understand how they are represented inside AI-generated answers risk being excluded from consideration without ever knowing it. "The brands that build authority early in the customer journey can win customers they may never previously have reached," Haslam said. "The ones that do not may never even know they were excluded from the decision."
We Are Talker is using the findings to highlight the need for brands to monitor and shape their AI visibility. The agency's Talker Pulse™ program examines how major AI platforms answer commercial questions, which sources they rely on and whether brands appear in recommendations. The approach combines original research, primary-source publishing and earned media with monitoring of how AI systems interpret and cite that evidence.
The full study is available at https://wearetalker.com/the-invisible-shortlist-ai-brand-discovery-study-2026/, with a citation record at https://talkerresearch.com/the-invisible-shortlist/ and methodology details at https://talkerresearch.com/methodology/. As AI becomes a more integral part of shopping, brands that ignore their standing in AI-generated recommendations may find themselves invisible to a growing segment of consumers.
