New research from DTC: The 2026 AI Shopping Report —
53% of shoppers who use AI to shop have bought a brand they had never heard of because an AI assistant recommended it.
The Invisible Shelf is our survey of 556 online shoppers and 146 DTC operators on how ChatGPT and other AI assistants are changing product discovery, and how many brands still can’t measure it.
THE INVISIBLE SHELF
The 2026 DTC Report on AI Shopping and Product Discovery
Get the full report on how shoppers use AI assistants to decide what to buy, and what DTC brands are doing to show up in those recommendations.
We ran two surveys on the same subject. We asked 556 online shoppers how they use AI assistants like ChatGPT to find and choose products. We asked 146 DTC operators what they are doing to appear in those answers and what they can track.
Shoppers are already buying on AI recommendations, and many brands can’t yet measure those sales.
53% of AI-assisted shoppers we surveyed have bought a brand they had never heard of because an AI recommended it, and 82% say an AI confirmed their choice, or gave them the final push, on a brand they already knew. Many brands can’t yet measure how AI-referred shoppers convert, and referral reports miss shoppers who buy later through search or direct.
of AI-assisted shoppers have bought a brand they had never heard of because an AI recommended it.
of AI-assisted shoppers say an AI confirmed their choice, or gave them the final push, on a brand they already knew.
67% of DTC brands rate themselves even with or ahead of competitors on AI visibility, and 61% worry about not showing up or losing to a competitor there.
Based on surveys of 556 online shoppers and 146 DTC operators, conducted Q3 2026.
What's inside
The confidence gap.
67% of DTC brands rate themselves even with or ahead of competitors on AI discoverability, while 61% worry about losing to one.
What makes shoppers trust AI.
The top trust signal, cited by 50.7% of AI-assisted shoppers, is the AI explaining its pick. Most brands are focused on technical site work instead.
ChatGPT versus Google.
55.4% of AI-assisted shoppers research products on ChatGPT most often, while brands most often name Google as the platform they’re preparing for.
The AI attribution blind spot.
More than a quarter of brands can’t say how AI-referred traffic converts or what it does to order value.
AI investment by revenue tier.
How effort changes from $1M to $25M+, and why brands doing $5M to $10M are moving fastest.
