Key points
- Names that describe what the product does, especially with terms like "AI," "GPT," "Bot," or "Data," are often difficult to register and enforce.
- The AI and software space is crowded. Clearance before launch can prevent a costly rebrand.
- Software and SaaS brands are commonly filed in Class 9 (downloadable software) and Class 42 (software as a service and online platforms).
- An intent-to-use application can reserve your priority before you launch.
Why your brand matters for an AI company
Technology can be copied, improved on, or overtaken. A strong brand is how customers, investors, and partners recognize you. A U.S. federal trademark registration gives nationwide notice of your rights, a legal presumption of ownership, the ability to use the ® symbol, and a stronger position against copycats, marketplaces, and app stores.
Choose a name that can be protected
Trademark law ranks names on a spectrum of distinctiveness:
- Generic terms for the product itself can never be registered.
- Descriptive names that directly describe a feature or purpose, like "SmartAI Writer" for an AI writing tool, are generally refused unless they have acquired distinctiveness over time. The USPTO has treated terms like "GPT" and "AI" as descriptive in many contexts.
- Suggestive names hint at the product without describing it and can usually be registered.
- Arbitrary and coined names, real words used in an unrelated way or invented words, are the strongest.
Founders are often drawn to descriptive names because they explain the product. The trade-off is weaker protection. A distinctive name, supported by a descriptive tagline, often serves a startup better.
Clear the name before you launch
Thousands of applications for AI and software brands are filed every year, and many names sound alike. Before you commit to a name, register a domain, or raise funds under it, a clearance search can identify registered and pending marks, and unregistered marks in use, that could block your application or lead to a dispute.
The USPTO refuses registration when a mark is likely to cause confusion with an earlier mark for related goods or services. For software, the USPTO and courts often view a wide range of products as related, so a similar name used for a different type of software may still be a problem.
If you used an AI tool to brainstorm the name, clearance is especially important: AI tools may suggest names that are already in use.
Pick the right classes and descriptions
U.S. applications identify specific goods and services, organized into classes. For AI and SaaS businesses, the most common are:
- Class 9: downloadable software, mobile apps, and downloadable AI models.
- Class 42: software as a service (SaaS), platform as a service, non-downloadable software, and technology services.
- Other classes may apply depending on the business, such as Class 35 for business services or Class 41 for education and training.
The description matters: too narrow and it may not cover your product as it evolves; too broad and the USPTO may require changes, or you may claim things you don't actually offer.
Filing before launch: intent-to-use
If you have a real plan to use the name but haven't launched, you can file an intent-to-use application. It establishes a nationwide priority date as of filing. Registration issues only after you show actual use in commerce, typically with screenshots showing the mark alongside the software or service. Many startups file as soon as a name is cleared, so a competitor's later filing doesn't get ahead of them.
International AI companies entering the U.S.
Companies based outside the United States can register U.S. trademarks, either directly with the USPTO or through the Madrid Protocol, and may be able to base a U.S. filing on a home-country application or registration. Foreign-domiciled applicants must be represented by a U.S.-licensed attorney before the USPTO. See our Guides for Foreign Filers.
After registration
- Watch for confusingly similar filings and act early through opposition or cancellation before the Trademark Trial and Appeal Board where appropriate.
- Use your mark consistently and file required maintenance documents on time.
- Register new product names and logos as your platform grows.
How we help
Solace Law helps AI startups and technology companies with trademark clearance, U.S. applications, USPTO Office Actions, and TTAB proceedings. Registration cannot be guaranteed, but a careful strategy improves your position. Learn more about our trademark services.
This article is general information about U.S. intellectual property law, not legal advice, and reading it does not create an attorney-client relationship. The law on artificial intelligence and intellectual property is developing, and outcomes depend on specific facts. Solace Law does not guarantee trademark registration, copyright protection, or any particular result, does not prepare or prosecute patent applications, and does not advise on foreign law.