ChatGPT Referrals to Retailers’ Apps Increased 28% Year-over-Year, Says Report

Why It Matters

The surge highlights AI’s emerging role as a high‑value traffic source, but also underscores market concentration favoring dominant e‑commerce players.

Key Takeaways

• ChatGPT referrals to retail apps rose 28% YoY.
• Amazon now receives 54% of AI-driven referrals.
• Walmart's AI referral share jumped to 14.9%.
• AI-driven traffic still under 1% of total sessions.
• AI referrals boost purchase likelihood by 38%.

Pulse Analysis

The holiday shopping season has become a proving ground for artificial‑intelligence assistants, with ChatGPT emerging as a notable referral engine for mobile retail apps. Apptopia’s panel data, which tracks consumer activity across U.S. devices, defines a referral as a retail app session launched within 30 seconds of a ChatGPT interaction. While the overall share of AI‑originated traffic remains modest—under one percent of total sessions—the 28% year‑over‑year increase signals that shoppers are increasingly turning to conversational AI for product ideas and direct links.

The benefits of this shift are unevenly distributed. Amazon now commands more than half of all AI‑driven referrals, up from 40.5% a year earlier, and Walmart’s share has surged to nearly 15%. Smaller retailers see little lift, suggesting that AI referrals may reinforce existing market hierarchies rather than democratize discovery. This concentration raises strategic questions for brands seeking visibility in AI‑powered channels, where partnership with large platforms or optimization of prompt responses could become essential.

Beyond ChatGPT, broader AI traffic metrics reinforce the trend. Adobe reported an 805% YoY rise in AI‑generated clicks to U.S. retail sites on Black Friday, with AI‑referred shoppers 38% more likely to complete a purchase. Such data points to AI not only as a traffic source but also as a conversion catalyst. As AI assistants become more integrated into browsing habits, retailers will need to adapt attribution models, invest in AI‑friendly content, and monitor evolving referral dynamics to capture the growing, high‑intent audience.