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NOPE
Low reported severity

Bobo Design Studio owner reports unwanted Amazon AI-agent orders and refunds

Bobo Design Studio's owner told Modern Retail that Amazon's Buy for Me service exposed her catalogue and placed orders through her Shopify store without her opting in. In late December 2025 she discovered orders for unavailable or removed products and cancelled purchases and issued refunds. She described loss of control and pursued an opt-out. Amazon says Buy for Me uses AI agents to place purchases for customers and says businesses can opt out. The source of an incorrect product image is unknown; it is not attributed to AI generation.

AI system
Amazon Buy for Me
Amazon
Occurred
Dec 2025
Reported
6 January 2026
Event location
United States
What the AI did
Relation unknown
Reported harm
Professional HarmLoss of Autonomy
Whose AI use
Someone else’s AI use
Setting
Work · Finance
Evidence
AI involvement supported · Causal attribution alleged · 2 sources
3 claims: 1 documented, 2 reported. 2 open questions
People reported harmed
At least 1 person

AI system as recorded: Amazon Buy for Me shopping agent

What Happened

Bobo Design Studio's owner told Modern Retail that Amazon's Buy for Me service exposed her catalogue and placed orders through her Shopify store without her opting in. In late December 2025 she discovered orders for unavailable or removed products and cancelled purchases and issued refunds. She described loss of control and pursued an opt-out. Amazon says Buy for Me uses AI agents to place purchases for customers and says businesses can opt out. The source of an incorrect product image is unknown; it is not attributed to AI generation.

Reported harm

Owner-reported unwanted agent orders, cancellation work, refunds and loss of catalogue control

What remains unknown

  • The first order day, total administrative cost and net financial loss are unknown.
  • The cause of catalogue and image errors is unknown; the AI acted on customers' behalf, and no listed relation to the harmed owner is directly established.

What the evidence supports

AI involvement: supported. Amazon's own description establishes the AI purchasing design, while the owner reports concrete Buy for Me transactions through her store. Scraping, catalogue errors and the wrong image are not independently established as AI-generated acts.

3 claims: 1 documented, 2 reported. What the statuses mean

Documented Amazon states that Buy for Me uses AI agents to complete purchases on customers' behalf at other brands' websites.

Causal attribution. The inspected reporting describes this account. Claims remain attributed and causation is alleged; multiple reports of the same victim or police/court account are one independence group.

Reported The owner said Buy for Me orders included unavailable or removed products and required cancellations and refunds after her late-December discovery.

Causal attribution. The inspected reporting describes this account. Claims remain attributed and causation is alleged; multiple reports of the same victim or police/court account are one independence group.

Reported She said she had not opted in and requested removal; Amazon says businesses can opt out by email.

Causal attribution. The inspected reporting describes this account. Claims remain attributed and causation is alleged; multiple reports of the same victim or police/court account are one independence group.

Sources

2 sources inspected. Sources that repeat one account do not corroborate each other.

How the sources were read, and where the events happened

Event countries: United States. Affected-person countries: United States. Court countries: Unknown.

The owner and business are explicitly based in Palm Springs, California, United States.

Reviewed for publication 2026-09-30: An inspected source describes a concrete person-level adverse experience connected to the specified AI use. Statements remain attributed, private identities are minimized, and unknown dates, counts and technical details are preserved.

People reported harmed in this case

At least 1 person

0 AI participants · 1 other person harmed

One interviewed business owner describes the operational burden and loss of control. Orders, products, survey replies and customers are not counts of harmed people.

Counted once within this case. The same person may appear in other cases. This count does not establish AI causation.

Cite this case

Compiled per our published methodology: verification statuses, sourcing standards, and corrections process.

APA

NOPE. (2026). Bobo Design Studio owner reports unwanted Amazon AI-agent orders and refunds. AI incidents. https://nope.net/incidents/2025-bobo-owner-reports-unwanted-amazon-buy-for-me-orders

BibTeX

@misc{2025_bobo_owner_reports_unwanted_amazon_buy_for_me_orders,
  title = {Bobo Design Studio owner reports unwanted Amazon AI-agent orders and refunds},
  author = {NOPE},
  year = {2026},
  howpublished = {AI incidents},
  url = {https://nope.net/incidents/2025-bobo-owner-reports-unwanted-amazon-buy-for-me-orders}
}

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