AI referral traffic

What it means

AI referral traffic is the set of sessions that start when a shopper clicks a link in an AI assistant's answer. It's different from AI crawlers, which fetch your pages with no shopper involved, and from AI agents, which shop for one.

On your store

A shopper asks an assistant which running shoes suit wide feet, clicks your product in the answer and buys. If the visit carries no referrer, your analytics may record the order as direct.

Why it matters

Adobe found AI-referred shoppers converted 42% better than other traffic to retail sites in March 2026, after converting 38% worse a year earlier.[Adobe Digital Insights, Apr 2026] (opens the source) In Adobe's survey, 43% of people who shopped with generative AI used it to find deals.[Adobe Digital Insights, Mar 2025] (opens the source) Adobe forecast AI traffic to US retail sites to grow 130% year on year in the 2026 holiday season.[Adobe Digital Insights, Sep 2026] (opens the source)

What Benson does

Benson counts AI-assistant referrals and the orders they bring.

Sources

1. 1Adobe Digital Insights, “AI traffic grows but retail sites lag in AI search visibility”, Apr 2026. business.adobe.com (opens the source)
2. 2Adobe Digital Insights, “Traffic to US retail websites from generative AI sources jumps 1,200 percent”, Mar 2025. blog.adobe.com (opens the source)
3. 3Adobe Digital Insights, “US holiday shopping season to hit record $275.1 billion online”, Sep 2026. news.adobe.com (opens the source)