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If an item you received looks different from its AI-generated ad, save the listing and order evidence, identify the specific feature that does not match, and contact the seller in writing with a clear request. AI-generated imagery alone does not prove an ad was deceptive or guarantee a refund. In the United States, the key question is whether the ad as a whole gave a reasonable buyer a materially misleading impression.
1. Save the ad, listing, and order records
Capture the complete ad and product listing before they disappear or change. Keep the URL and date, and include the product description, selected size or color, image labels or disclaimers, fine print, and seller identity. Save your order confirmation, receipt, payment record, and any messages with the seller or marketplace.
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Photograph the item as received, along with its packaging and labels. If the difference is measurable—such as dimensions or quantity—record the measurement clearly. Preserve seller replies and notes about any calls. USAGov recommends gathering records such as receipts, contracts, warranties, emails, and contact history when preparing a complaint: How to file a complaint about a company’s products or services.
2. Identify the concrete mismatch
Write a short comparison: “The listing showed or stated X; the item I received is Y.” Focus on the characteristic that influenced your purchase, such as dimensions, material, included components, function, quantity, or a color represented as a product attribute. Explain what the ad led you to expect and how the delivered item differs.
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Consider the image in context. Lighting, camera angle, screen settings, styling, and scale can change how a product appears. A clearly disclosed illustrative rendering may also set different expectations from a photograph of the exact item. Aesthetic disappointment, by itself, does not establish a legal violation.
3. What the ad’s AI-generated image means
U.S. truth-in-advertising principles apply to the ad’s overall impression, including both words and pictures. The Federal Trade Commission (FTC) says an ad may be deceptive if it is likely to mislead a reasonable consumer and the impression is material to a purchasing decision. The analysis can consider express and implied claims as well as important omissions. The FTC puts it this way: “The FTC looks at the ad from the point of view of the ‘reasonable consumer’ – the typical person looking at the ad.” See the agency’s Advertising FAQ’s: A Guide for Small Business.
So, an image that materially suggests a feature the product lacks may be relevant even if the written description never states that feature. But AI generation alone does not establish deception, and the official guidance cited here does not create an automatic refund right based on how an image was made. Describe the specific representation and mismatch rather than assuming the image’s origin settles the issue.
4. Contact the seller and request a specific resolution
For an online purchase, contact the seller or the selling website first, preferably in writing. Include your order number and purchase date, identify the mismatch, attach or point to the evidence, and state what outcome you are requesting. Keep a copy of the message and ask for a response by a reasonable date.
You can adapt this wording: “The product I received differs from the listing in [specific feature]. I relied on the listing’s representation that [specific claim]. Please let me know how you will resolve this; I am requesting [refund, exchange, repair, or store credit].”
Check the seller’s return terms and act promptly. A refund, repair, exchange, or store credit can be requested, but the cited guidance does not guarantee that a seller must provide any particular remedy in every case. Your options may depend on applicable law, the seller’s policy, the transaction terms, and the product.
Independent reader supportYour contribution helps us test, update, and keep practical guides available for everyone.5. Escalate if direct contact does not resolve it
Choose the next route based on the seller’s location and the nature of the problem. USAGov’s guidance on online purchases recommends trying the seller or site first, then lists possible complaint routes: Where to file a complaint about an online purchase.
- State consumer protection office or state attorney general: Consider these for a domestic transaction or a question about state consumer protections. Rules and remedies can vary by state.
- FTC: USAGov identifies the FTC for scams or suspicious communications. FTC reports can help enforcement agencies identify patterns; they do not resolve an individual buyer’s dispute or award a refund.
- Econsumer.gov: Consider this route when the seller is outside the United States.
Keep your saved ad, order records, photos, and written seller correspondence together if you file a complaint. A complaint may document the issue or help authorities identify a broader pattern, but it is not a substitute for seeking a remedy directly from the seller.
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