Ashu Dubey is the Co-founder and CEO of Alhena where he is building transformative customer experiences using Agentic AI. Before Alhena, he drove product growth at LinkedIn.
LLM visitors convert at 2.47%. Add an on-site AI shopping assistant, and that rate jumps to 9.84%. The double-qualified shopper effect, where AI-researched buyers meet AI-powered conversion, produces the highest-converting interaction in ecommerce.
LLM visitors post the second-highest AI engagement rate of any ecommerce channel at 2.69%, behind only SMS at 4.43%. Here are the full 9-channel benchmarks from 329 brands, why LLM traffic behaves this way, and how to close the engagement gap.
ChatGPT-referred ecommerce revenue grew 130% while traffic grew just 40%. The gap reveals accelerating conversion quality that compounds with every platform improvement. Here is what is driving it and how brands can ride the curve.
LLM-referred shoppers convert at 3.50% in the US and 0.41% in the EU. But this 8.5x gap is structural, not behavioral. EU pure ecommerce brands already convert at 1.85 to 3.18% in the right verticals. The infrastructure gap is closeable, and the brands optimizing now gain first-mover advantage.
Six findings from 329 ecommerce brands across 9 traffic channels and 8 verticals. LLM traffic converts at 2.47% and ranks 4th globally at zero ad spend. AI lifts checkout completion from 26.3% to 49.3%. Beauty leads verticals at 5.36%. Proactive deployers outperform passive ones by 5.5x.
Agentic Storefronts are rolling out to all Shopify stores by default, with AI-driven traffic up 7x and orders up 11x since January 2025. Here's how to optimize your Shopify store for ChatGPT Shopping, from product data to attribution tracking.