Is AI Dropshipping Legal?

Nobody at Scaley is a lawyer and this is not legal advice. Check your own country's rules, and get proper advice before you sell anything regulated.

What you sell. Counterfeits and copies are the fast way to a lawsuit, and supplier catalogues are full of them. Anything touching safety, electrics, cosmetics, supplements or children's products carries testing and labelling rules that apply to you as the seller, not to the factory.

What you claim. If your site promises delivery in five days and the supplier takes twenty-five, that is not a logistics problem, it is a claim you did not keep. Google's Merchant Center policy is enough to stop you on its own, and the exact wording is quoted further down this page. Consumer law where you sell will have its own rules on delivery, cancellation and refunds. Look those up in your own market, because we have not.

Whose pictures you use. Supplier photos are not automatically yours to run in an ad. Neither are brand logos in a lifestyle shot.

Generated images are the newest way to get this wrong, and Google has already written the rules down. Its own help page says "All images generated by Google Ads include mechanisms that allow them to be identified as generated, such as an open-standard markup" and a "SynthID, which is an imperceptible, digital watermark that's resistant to manipulations". So a Google-generated ad image is labelled as generated, whether or not you mention it. That page is about images Google Ads makes for you. It says nothing about an image you generated somewhere else and uploaded, which on a dropshipping store is the likelier case.

Google also puts the responsibility on you, not on the model. Its guidance is that "You're in control" over which generated images you add, and that you must make sure "generated images are accurate before adding them to a campaign". It also blocks whole categories outright: "Generation of images within sensitive categories, such as prominent likeness and minors or children isn't allowed."

Read in one line: an AI image of a product that does not look like the thing in the box is a misrepresentation problem you signed for.

The practical risk for a dropshipping store is not a courtroom. It is a Merchant Center suspension, which happens quietly and stops every Shopping ad at once. Google's misrepresentation policy prohibits offering "products that you don't have or can't deliver", requires "updated contact information" on your site, and disallows a "Return and refund policy that is unclear, missing, or not easily discoverable". It also states the baseline plainly: "Deliver what customers paid for."

Scaley AI works on the ads side of that line, and not on the policy side of it. It watches the Google Ads account 24/7 and flags the products losing you money, which is a profit call rather than a policy one. A disapproval is Google's verdict and it shows up in Merchant Center, on Google's screen, not ours. Scaley writes nothing to your account until you approve it. We build Scaley, so weigh that.

Where Scaley is the wrong answer, plainly: compliance advice. We do not review your terms, your product safety paperwork or your trademark exposure, and no software should. For that you want a lawyer in your own market, and for the policy side Google's own Merchant Center documentation is free and more current than any blog post about it.