From Prompt to Purchase: How AI Brand Recommendations Move Consumers on the Open Web

A research study indicates that brand recommendations made by conversational AI assistants significantly increase user engagement with the recommended brands on the open web. Specifically, such recommendations lead to a rise in brand-specific search queries, direct visits to brand websites, and visits to retailer pages featuring the brand. This effect is observed even when the user has no prior recent engagement with the brand, highlighting the AI's influence on consumer behavior.

Why it matters

This research demonstrates the quantifiable impact of AI-driven recommendations on consumer behavior and brand visibility. Organizations can leverage conversational AI strategically to influence purchasing decisions and expand market reach, making it a critical consideration for marketing and customer engagement strategies.

Key insights

• Conversational AI brand recommendations increase same-name Google searches for brands by 4.3 percentage points.
• Brand recommendations from AI assistants lead to a 2.4 percentage point increase in visits to the brand's own website.
• Visits to brand-specific retailer pages rise by 1.0 percentage point following an AI recommendation.
• The study controlled for confounding factors, such as incidental brand mentions for existing customers, to isolate the effect of AI recommendations on new or disengaged users.

Source

arXiv — Computers and Society — https://arxiv.org/abs/2606.10907