Published July 2, 2026 · Updated September 28, 2026
AI shopping traffic is still small. Here's why we track it anyway.
Here is the number the AI-visibility industry doesn't lead with: AI assistants still send a store a small fraction of what search does. A peer-reviewed study in Marketing Science of 973 sites, covering August 2024 to July 2025, found ChatGPT and other AI referrals were under 0.2% of all visits (Kaiser and Schulze). A separate study of 94 stores by Visibility Labs, an agency that sells AI search services, found non-branded organic search sent 47 to 70 times more visits than ChatGPT through 2025 (180 Marketing, February 2026).
So why build a product around it? One reason holds up well. The other is still open.
Whether AI visitors convert better is an open question. The 94-store study found ChatGPT visitors converted at 1.81% against 1.39% for non-branded organic search. The 973-site study found the opposite: organic search converted about 13% more often than AI referrals. Someone who asked an assistant "which one should I buy?" and clicked the answer may be further along, but the evidence doesn't settle it yet.
The ground under your organic traffic is moving. A 2026 field experiment, a working paper by Agarwal and Sen reported by Search Engine Journal, found AI Overviews cut organic clicks on the searches that showed one by 38%. And SparkToro's 2024 data found about 60% of Google searches in the US and EU ended without a click. The channel eating those clicks is the same one deciding which products to name. Watching your AI visibility isn't chasing a shiny object. It's insurance on the channel that's absorbing your existing one.
The mistake worth avoiding is on both ends: ignoring AI answers entirely, or believing a vendor who tells you AI traffic will replace your SEO next quarter. Neither is true.
That's also why our reports lead with counts ("recommended in 3 of the last 5 scans"), with the answers behind them, rather than one precise-looking number. Engine answers genuinely vary run to run, and a single number hides that.
The free report checks what's blocking your product feed, with no install and no signup: run the free report. To see where you show up and where competitors own the answer, Install free on Shopify.