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 catalogs are full of them. Anything touching safety, electrics, cosmetics, supplements or children's products carries testing and labeling 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 has its own rules too. In the US, the FTC's Mail, Internet, or Telephone Order Merchandise Rule (16 CFR Part 435) says you need "a reasonable basis" for any shipping time you state. If you state none, you need a reasonable basis for shipping "within 30 days". If you will be late, you have to tell the buyer and let them cancel for "a full and prompt refund". Outside the US, your own consumer protection office has the matching rules.

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

Before the first sale, three jobs. This is the US version, because that is where we can point to the source. Other countries have their own, so ask your own tax office.

Register the business. The SBA's guide says "Register your business to make it a distinct legal entity", and for most small businesses that means registering the name with your state. It also says to get a free federal tax ID (an EIN) "right after you register your business".

Sort out sales tax. The rules change from state to state. The SBA puts it plainly: "Tax laws vary by location and business structure, so you'll need to check with state and local governments to know your business' tax obligations." Ask your state's tax office (usually its Department of Revenue) before you charge your first customer.

Check the brand is not someone else's. Search the name and logo in the USPTO's free trademark search before you list a product or run an ad on it. Google is blunt about the other end of this: "Google prohibits the sale or listing of counterfeit goods." A product carrying another company's logo, or one that looks just like it, can fall under that rule, whatever the supplier calls it.

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 labeled 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."

So 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. Scaley Suite checks the Google Ads account daily and queues the products losing you money for your yes, which is a profit call rather than a policy one. Scaley Media Buyer only reads and answers. 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.

Scaley is the wrong tool for 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. If Merchant Center already suspended you, our Merchant Center misrepresentation fix guide walks the checks and the review step.