Does traffic from AI assistants convert?
By Daniela Ricaud, founder of Pretty Citable
In the US, the largest retail dataset says yes, by a growing margin. Adobe found that visits to retail sites from AI assistants converted 90% better than other traffic in September 2026, after converting worse through mid-2025. An independent study covering 2024 and 2025 found the opposite, and AI still sends under 1% of ecommerce traffic in the studies that measured it. AI visitors tend to arrive ready to buy, there just aren't many of them yet, and your analytics won't show all of them.
What the biggest retail dataset shows
Adobe Analytics tracks more than a trillion visits to US retail sites and compares shoppers who click through from AI assistants with everyone else: paid search, email, affiliates, organic search and social. Its numbers moved fast:
- July 2025: AI visitors were 23% less likely to convert than other visitors.
- Holiday 2025 (November and December): they converted 31% more.
- September 2026: they converted 90% more, the highest level Adobe has recorded. Revenue per visit was 83% higher, and AI visitors spent 73% more time on site.
One caution: Adobe's later reports restate some earlier months with different figures and don't explain why. The direction is the same in every release, from worse than other traffic in 2025 to clearly better in 2026.
What other studies found
- Similarweb estimated that visits from ChatGPT converted at 11.4% against 5.3% for organic search, for July 2024 to June 2025. These are modeled estimates, and Similarweb says so.
- An independent working paper by researchers at the University of Hamburg and the Frankfurt School looked at 973 ecommerce sites from August 2024 to July 2025 and found the opposite: organic search converted about 13% better than ChatGPT, and ChatGPT beat only paid social. It also found ChatGPT's conversion rate rising month by month. Its period overlaps the months when Adobe also showed AI converting worse, so the two partly agree on timing.
- The "23 times better" number you may have seen comes from Ahrefs measuring signups to its own software. It's one site, it isn't retail, and the author says it may not scale.
Why AI visitors might convert better
A shopper who clicks through from an AI answer has usually asked a specific question and been given a short list. By the time they land on your product page, much of the comparing is done. Adobe's engagement numbers fit that picture: AI visitors stay longer and view more pages than other visitors. This is a likely explanation. None of the studies proves the cause.
Keep it in proportion
AI is still a small channel. BrightEdge put AI referrals at under 1% of organic ecommerce traffic in late 2025, and the working paper above put ChatGPT at under 0.2% of all ecommerce traffic. Google still sends far more shoppers. The case for AI visibility is that the channel is small, growing fast, and full of buyers who are close to a decision. Treating it as a replacement for search would be a mistake.
How to see it in your own store
- Google Analytics 4: since May 2026, GA4 has an "AI Assistant" channel in its default channel reports for visits from recognized AI assistants. Here are the exact reports to open in GA4 and Shopify.
- Expect undercounting: visits that arrive without a referrer land in Direct. In mid-October 2026, ChatGPT links briefly lost their tracking, and some stores saw ChatGPT visits drop and Direct rise. If you compare months, mark that week.
- Count what never clicks: many shoppers read an AI recommendation and buy later through Google or by typing your address. Ask "How did you hear about us?" at checkout, and test what AI recommends directly. Here are the three signals to check together.
What this means for your store
A visitor who converts well only helps if AI names you in the first place. If ChatGPT recommends two competitors when a shopper asks for your kind of product, that ready-to-buy visit goes to them. The AI Visibility Audit ($500) shows which of your buyers' questions name you, which name a competitor, and what to fix first.
Sources
- Adobe: AI traffic delivers higher revenue per visit to retail sites, Oct 29, 2026
- Adobe: AI-driven traffic surges across industries (holiday 2025), Jan 2026
- Adobe: Generative AI-powered shopping rises with traffic to retail sites, Aug 21, 2025
- Similarweb: 3rd Annual Global Ecommerce Report press release, Sep 15, 2025
- Modern Retail: E-commerce sites see low sales from ChatGPT traffic, study finds, Oct 21, 2025
- Ahrefs: AI search traffic conversions, Jun 16, 2025
- BrightEdge: AI shopping data, Nov 18, 2025
- Google Analytics Help: What's new in Google Analytics
- Search Engine Roundtable: UTM parameters missing from ChatGPT links, Oct 14, 2026
See where your brand stands
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