Market Outlook · August 2026
How many shoppers reach stores through AI assistants?
The numbers are growing, but they measure different things. A chatbot referral is not a purchase completed by an agent. Here you can check each figure, its source, and what it actually tells us.
Last editorial review: August 4, 2026. Every figure links directly to its source.
What already happened
Four observed signals, each with a different perimeter.
These are measurements published by their own authors. They should not be added together or read as a percentage of autonomous purchases.
Necessary context: “AI-referred” and “AI-influenced” don't mean an agent completed the transaction. Growth rates can also start from a small base.
Our reading
Three practical takeaways.
01
Measure the right perimeterSeparate discovery, referred session, influence, cart, and a purchase actually executed by an agent.
criterion02
Use your own baselineCompare conversion, returns, and abandonment against the rest of your channels.
criterion03
Don't turn a projection into a promiseMarket estimates can inform a hypothesis; they don't validate the return of a specific integration.
limitFor partners
If you sell integration work, this is the window.
Your own baseline is worth more than a deck full of market figures. The current audit page is only a sample of the format and doesn't analyze domains; a pilot needs to agree on sources, metric, and comparison period.
Linked sources: Adobe Digital Insights, Shopify, Salesforce, and IBM/NRF. Definitions and conclusions belong to their authors; Trusteed provides the editorial reading.