Spot the agent orders
Agents that identify themselves with a verified signature are recognized directly. Agents driving an ordinary browser are flagged as likely agents, from how the session behaves and where it runs.
Agents now check out with customers’ saved cards. Tayberry finds their orders, gets the customer’s yes on risky ones, and keeps the proof.
Free now: a read-only Shopify app that shows which of your orders AI agents placed, starting with the last 60 days. Nothing changes at checkout. Customer approval pilots start in early 2027.
Simulation. The store, trip and prices are made up.
An AI shopping agent buys on a person’s behalf. Some check out through channels your platform labels. Others drive a browser through your regular checkout with the customer’s saved card, and look like any other shopper.
Orders placed by AI agents at merchants using the fraud-prevention company Forter grew to 4.4 times their early-August level by September 27, 2026.
Opus Research, October 2026of merchants surveyed can clearly identify both the AI-driven traffic and the purchases on their store.
PYMNTS and Visa Acceptance Solutions, September 2026Card networks haven’t yet set who pays when an AI agent buys the wrong thing. Those rules are still being written.
Worldpay, July 2026Built from your own store’s orders and visits, not an industry survey. The app labels each order as it comes in, starting with your last 60 days, and shows why. In January you get the full report. If agents cause you no trouble, it will say so.
| Example store | Agent orders | Person orders |
|---|---|---|
| Average order value | $212 | $164 |
| Cancelled | 3.4% | 1.1% |
| Refunded | 4.2% | 2.6% |
| Disputed (March update) | 0.9% | 0.4% |
Top countries for orders that started from an AI answer: United States, United Kingdom, Germany, Canada.
Join by November 20 to cover Black Friday.
The customer said yes in a chat with their assistant that you never see. When the order goes wrong, they dispute it with their bank weeks later, and you have no record of what they asked for or approved.
Book the cheapest flights to Rome on Friday for me, my wife and our baby.
The agent buys three non-refundable seats. The parents meant to hold the baby on their lap. Five weeks later, they dispute the third seat.
At risk: a $389 fare and a dispute feeGet me the best noise-cancelling headphones under $400.
The customer meant earbuds for the gym. The agent buys the top-rated over-ear pair for $379, and the customer disputes it as not what they ordered.
At risk: a $379 sale, return shipping and a dispute feeOrder that sofa in the green.
The agent picks a different shade. The customer would rather dispute than pay return freight.
At risk: a £1,800 sale and the freightReorder my usual vitamin C serum.
The agent picks subscribe and save. When the second month renews, the customer disputes it: they never meant to subscribe.
At risk: each renewal and a dispute feeMeta’s Muse agent passed 730,000 downloads in five days. Amazon then blocked it from shopping, because it doesn’t identify itself as an agent when it buys.
SiliconANGLETarget’s terms for its Gemini-powered shopping agent say its purchases are “considered transactions authorized by you,” and that Target can’t guarantee it “will act exactly as you intend.”
FuturismAmazon told a court that Perplexity’s Comet agent disguised itself as an ordinary Chrome browser while shopping on customers’ accounts. An appeals court lifted the resulting ban in August.
GeekWireThe flight, headphone, sofa and serum scenarios are illustrative.
This is the product we’re building with pilot merchants for early 2027. Most orders never see an extra step. Money and card data stay with your payment provider.
Agents that identify themselves with a verified signature are recognized directly. Agents driving an ordinary browser are flagged as likely agents, from how the session behaves and where it runs.
Your rules decide which agent orders need the customer’s yes, such as non-refundable bookings over $300. Depending on your setup, the amount is reserved on the card, or the order simply waits for the customer before it’s paid.
A text in your store’s name links to a short approval page on your own domain. After the first time, customers can approve with Face ID or a fingerprint.
Each approval is saved with the exact cart, the time and how the customer confirmed. If the order is disputed, the record is ready to send to your payment provider.
I’ve worked as an engineer for eight years, the last four as founding engineer and architect at Nilos, a payment service provider. I’m building Tayberry because agent checkouts break an assumption card disputes rely on: that the cardholder chose the purchase themselves.
You’ll work with me directly, from the first call to your report.
Free for the 2026 holiday season. Shopify stores see their last 60 days as soon as the app is installed. Join by November 20 to cover Black Friday.
Prefer email? Write to contact@tayberry.xyz.
Tayberry is a service for online merchants that finds orders placed by AI shopping agents. This holiday season it offers online stores a free, read-only app that shows which orders AI agents placed, and a report in January. Its approval product, in development with merchant pilots from early 2027, will ask the real customer to approve risky agent orders before their card is charged and keep a record of each approval for disputes. It works alongside your existing payment provider.
An order placed by software acting for a person, such as an assistant that searches, fills in your checkout and pays with the customer’s saved card. Some agents identify themselves; many use an ordinary browser and look like any shopper.
You see orders that come through agent sales channels, such as checkout inside an AI assistant. You don’t see agents that use your regular storefront checkout with a customer’s saved card. On Shopify, the app is the best way to join: it installs in minutes, needs no code and doesn’t touch your theme or checkout. An order export alone has too little session data.
The free Shopify app that labels agent orders is rolling out in early November: sign up and we send you a private install link. The holiday report is open to any store. The approval product, where customers confirm risky agent orders before they’re charged, pilots with merchants in early 2027. Stores that join now get first access.
Those mainly cover fraud. When a payment is authenticated, fraud liability usually moves to the card issuer, and fraud-tool guarantees usually cover fraud chargebacks. A customer saying their agent bought the wrong thing isn’t fraud; it’s a dispute about what they agreed to, and winning it takes a record of what they approved. The report shows how often that could affect you.
They cover agents that sign up for their programs. Visa Intelligent Commerce and Mastercard Agent Pay let registered agents pay with special card tokens and identify themselves, and Tayberry uses those signals where your data includes them. Many agents today don’t use them: they drive an ordinary browser through your checkout with the customer’s saved card, so no network program sees them. Tayberry covers both kinds.
It depends on how you join. With the Shopify app or the tag, we see how each visit behaves, such as how quickly the checkout was filled in, and which order it ended in. That’s how we tell a person from an agent. With an export, you send your holiday orders plus the visit logs your site already keeps, for example from Cloudflare or your fraud tool. We never need card numbers, and we sign a data processing agreement before anything is shared. See how we handle your data.
No. The app and the tag only read. They don’t change what customers see, and the tag never loads on your payment page. You can remove either at any time.
Orders placed through AI sales channels, such as checkout inside an assistant, are labeled with certainty and by name. Agents that drive a browser through your regular checkout are labeled “likely”, with the reasons, such as a connection from a cloud data center or a checkout finished in seconds. ChatGPT agent signs its requests, which your CDN or bot tool can verify: include those logs in an export and we label those orders with certainty. Agents running in a customer’s own browser are the hardest to spot, and we tell you how many orders we couldn’t label with confidence.
Yes, on Shopify. When you install the app, it reads your last 60 days of orders. For those, it can only use what each order recorded, such as the sales channel and the connection it came from, so it labels fewer of them than orders placed after you install.
Yes. It shows which AI assistants, such as ChatGPT, Perplexity, Gemini and Copilot, sent shoppers to your store, from which countries, and how many of those visits became orders. It’s read from the link each shopper arrived on, so it counts people who found you through an AI answer as well as agents.
Your store. The text goes out in your store’s name and links to a page on your own domain, so it doesn’t look like a message from an unknown company. You choose which orders ask for approval and how long customers have to reply.
We’re building it to work with any provider. If yours can reserve an amount and charge it later, Tayberry holds the payment until the customer says yes. If not, Tayberry pauses the agent’s order until the customer approves. You choose the setup.
The app and the holiday report are free. The approval product will be priced per order that goes through approval, and pilot merchants help set that price.