Naming in an AI Age

"Name slop" warns that AI spits out polished but interchangeable names—repeating familiar patterns and suffixes—which hurts memorability, trust, and raises legal/rebrand risk. People buy meaning, not words; great names must be defensible, pronounceable, discoverable, and able to carry a story. Use AI for ideas and speed, but let humans apply trademark checks, phonetic tests, category clarity, and narrative judgment before choosing.

In this episode of Naming in the AI Age, Ashley Elliott explains why trademarking a name has become increasingly challenging. Global trademark filings have nearly doubled over the past decade, from 6 million in 2015 to 11.7 million in 2024, with significant concentrations in countries like China and growing activity in emerging markets such as India, which filed roughly 540,000 trademarks in 2024. The rise of e-commerce, especially during COVID, fueled spikes in filings as online-first sellers raced to protect new product lines. This growth in filings has led to more oppositions, monitoring, and marketplace enforcement, making it harder to secure a name. To navigate this complex landscape, Ashley advises focusing on priority markets, selecting distinctive names, filing early, and working with professional or local IP counsel to streamline filings and avoid conflicts. The key takeaway: Name smart and protect early.Disclaimer: We are not attorneys and do not provide legal advice. We always recommend consulting an IP attorney.

Naming a brand requires both creative thinking and an understanding of how trademark examiners and courts evaluate potential conflicts, using frameworks like the USPTO’s DuPont factors and the courts’ Polaroid factors to assess likelihood of confusion. They look at the strength and distinctiveness of existing marks, how similar two names sound or appear, whether the goods or services target the same customers, and whether an established brand might reasonably expand into a new category. Real-world confusion, overlapping marketing channels, how carefully customers make purchase decisions, and any evidence of intentional copying also carry significant weight.Disclaimer: We are not attorneys and do not provide legal advice. We always recommend consulting an IP attorney.

In this episode of Naming in the AI Age, Mike Carr and Ashley Elliott discuss how to reduce legal risk in brand naming, using the Smucker’s vs. Trader Joe’s case as an example. They contrast descriptive names like Trader Joe’s Crustless Peanut Butter and Strawberry Jam Sandwiches - clear but hard to protect - with distinctive names like Smucker’s Uncrustables, which are unique and ownable.Mike and Ashley explain that naming strategy should align with business goals: private labels can lean on descriptive names, while national brands need distinctive ones to stand out. They outline a five-step vetting process—from knockout searches to attorney review—and stress that investing in a thorough clearance process builds both legal protection and lasting brand equity.Resources:Smucker's sued Trader Joe'sUSPTOCherubsItzakadoozie

In this episode of Naming in the AI Age, Ashley Elliott explains how to read a USPTO trademark record using Nike as an example. She clarifies that multiple “Nike” entries represent different filings for various product classes, like clothing, footwear, and digital goods. Each record lists the mark, status, goods and services, owner, and registration details. Clicking into a record reveals more specifics—filing and registration dates, serial numbers, and the goods and services description that defines protection scope. Ashley emphasizes that U.S. trademark rights are based on first use, not first filing, and advises focusing on four elements: status, goods and services, key dates, and owner. Mastering these pages, she notes, is vital for anyone naming or protecting a brand.

Using your trademark properly is just as important as registering it. Misuse can weaken protection and even make a mark generic. Trademarks should act as adjectives, not nouns or verbs—say “Nike shoes,” not “Nikes” or “I’ll FedEx this.” Brands that became generic, like Escalator or Aspirin, lost their rights, while companies like Kleenex, Xerox, Google, and FedEx actively fight misuse. From the start, how you present your name shapes customer habits, which is why brands invest in correcting errors. To protect your mark, always use it correctly, educate others, and guard against genericide before it erodes a valuable asset.

The spectrum of distinctiveness explains why some brand names are stronger than others in trademark protection and branding. Generic terms like “milk” or “bread” can never be protected, while descriptive names such as “Quick Print” are weak unless they gain recognition. Suggestive names like Coppertone or Netflix are inherently distinctive, balancing creativity and clarity. Arbitrary marks like Apple for computers are highly protectable but need marketing to link them to the product. At the top are fanciful names like Kodak or Verizon—completely invented, legally strongest, and iconic with investment. The takeaway: the more distinctive the name, the stronger the protection and brand.Disclaimer: We are not attorneys and do not provide legal advice. We always recommend consulting an IP attorney.

When naming a business, product, or service, start with a knockout search—a quick, early check to rule out obvious conflicts and overused patterns while shaping creative direction. Once you’ve narrowed to top contenders, move to a comprehensive search led by an IP attorney. This deeper, time-intensive review uncovers hidden risks that quick checks miss and ensures your chosen name can be legally protected before launch.Disclaimer: We are not attorneys and do not provide legal advice. We always recommend consulting an IP attorney.

This episode explains the difference between trademarks and copyright. The TM symbol signals a claim on a name or logo but offers no legal protection, while the Ⓡ symbol is for USPTO-registered trademarks and carries legal weight. Copyright, on the other hand, protects creative works—books, music, art, software—by covering expression, not brand identity. In short: trademarks protect identity, copyright protects expression. 

In this episode of Naming in the AI Age, Ashley Elliott explains trademark classes and why they matter. Trademarks are divided into 45 classes of goods and services, meaning the same name can exist in different classes—like Delta Airlines and Delta Faucets. A common myth is that one filing covers all categories, but protection only applies to the classes you file in. Filing too narrowly leaves gaps; too broadly raises costs and risks conflict. In the U.S., entrepreneurs can file under “Use in Commerce” (already in the market) or “Intent to Use” (reserve rights before launch). The takeaway: strike a balance—protect current needs, plan for growth, and always consult legal counsel.Disclaimer: We are not attorneys and do not provide legal advice. We always recommend consulting an IP attorney. 

A USPTO search is a good first step, but it doesn’t guarantee brand protection. The federal database only covers federally filed trademarks, leaving out state registers, the Trademark Official Gazette (with recently approved marks), and common law rights from simply using a name in commerce. That means small businesses, Etsy shops, YouTube channels, or local restaurants may have enforceable rights even if they don’t appear in the USPTO system. To avoid conflicts and build a strong brand, a clearance search should cover federal, state, and online sources—like Google, domains, and social media—and be followed by an IP attorney’s review.Just a heads-up: We are not attorneys and this isn't legal advice - just helpful info. For specific trademark questions, always consult with a qualified IP attorney.

Before picking a business or brand name, check the USPTO’s TESS database to see if it's already federally trademarked. The basic search finds exact matches, while the expert search digs deeper for phonetic or visual similarities and class-specific conflicts. Still, TESS doesn't show common law trademarks, state registrations, or domain/social media use. Since trademark law hinges on potential confusion, missing a similar name could jeopardize your brand. In today’s fast-paced world, consulting an IP attorney is the best way to ensure your name is clear and protected.Disclaimer: We are not attorneys and do not provide legal advice. We always recommend consulting an IP attorney. 

In this episode of Naming in the AI Age, Ashley Elliott unpacks how non-alcoholic beverage brands use naming to stand out in a vibe-driven market. She outlines four naming strategies: descriptive (e.g., Hop Water), suggestive (e.g., Recess, Trip), abstract (e.g., Hiyo, De Soi), and unconventional (e.g., Cornbread). While descriptive names offer clarity, Ashley argues that suggestive and abstract names better capture emotion and brand potential in a space where mood often outweighs function.

In this episode, Mike Carr highlights the importance of a detailed creative brief for high-stakes naming projects, especially for global or brand-focused clients. Unlike simpler briefs, a comprehensive one defines naming architecture, brand strategy, and long-term goals. Carr stresses clarifying the name’s purpose, desired tone, and brand archetype, while also choosing the right semantic and tonal style. Even if clients don’t see the full brief, it leads to stronger, more strategic names—whether created by people or AI.

In this episode of Naming in an AI Age, Mike Carr explores the role of the creative brief in naming. While briefs can seem unnecessary—especially for niche or local businesses—Mike emphasizes their value in clarifying a name’s purpose, audience, and competitive edge. A short, focused brief is often enough. He also highlights how AI can assist in generating name ideas, but human insight is still key to refining and selecting the best options.

In this episode of Naming in the AI Age, Mike Carr explains how AI can enhance naming when used strategically. He warns against basic prompts and generic testing, noting that AI needs brand-specific context. Carr introduces "context engineering"—feeding AI detailed inputs like brand strategy and audience insights—to generate better names. He covers prompt structuring, using advanced models like GPT-4o, and the continued importance of human intuition and critical thinking. While AI accelerates idea generation, naming experts remain key for legal checks, real-world testing, and team alignment.

​​On this throwback episode, NameStormers co-founder Mike Carr revisits a 1990s CNN spot to show that naming basics haven’t changed: set clear, business-specific goals; back choices with research and testing (including foreign-language checks); avoid personal names that limit trademarks and growth; and turn plain descriptors into distinctive, suggestive marks.

In this episode, Mike Carr highlights the top ten mistakes companies make with branding and naming guidelines. He explains how long, rigid documents often go unused and how internal focus can alienate teams and confuse customers. Using examples from OpenAI, Intel, Xbox, BMW, and Toyota, he stresses the importance of flexible, customer-first strategies, clear quick-start guides, and dynamic, AI-powered tools that evolve with the market.

In this episode of Naming in the AI Age, NameStormers CEO & Cofounder Mike Carr explains that while AI can enhance naming tasks, it can't replace the strategic thinking and creativity needed to stand out. With rising competition and less focus on SEO, success depends on specialization and expertise. Carr highlights the need for data-driven methods that capture real emotional responses, and cautions against rushing to market in today’s fast-paced branding landscape.

In this episode of Naming in an AI Age, Mike Carr shares 10 essential naming hacks to improve the success of any naming project. He emphasizes starting with the right mindset by asking who the name is truly for—usually not yourself—and what you want the name to do. Strategic thinking should precede AI use, which can otherwise become a crutch too early in the process. Team dynamics matter: remove negativity by encouraging advocacy, delay initial reactions, and gather independent, anonymous votes before discussion to reduce bias. AI can help with early trademark and linguistic checks, but not final legal clearance or accurate name testing, which still require real humans. Testing is vital because target audiences—not internal stakeholders—are the ultimate judges. Finally, when presenting a name, pitch it with passion, polish, and context to help others see its full potential, especially since new names are fragile and easy to dismiss without a compelling story.

In this episode of Naming in an AI Age, Mike Carr examines the value of a name by comparing "Omgo" and "Health Crafter." While Health Crafter is descriptive and clear, Omgo—short, abstract, and versatile—offers greater long-term brand potential, especially with its .com domain. Omgo’s layered meanings and global appeal make it ideal for broad applications, but Carr stresses that a name’s real worth lies in the branding built around it—logo, story, investment, and vision.

In this episode, Mike Carr shows how to become "AI native" in name development by using strategic, iterative prompting to create more relevant brand names. He shares a fun cat toy example and draws on insights from experts like Shelly Palmer, who suggests using a personal JSON file to guide AI. Key tips include clear direction, competitor and SWOT analysis, global awareness, long-term brand alignment, and data privacy.

In this episode of Naming in an AI Age, Mike Carr highlights the growing importance of slogans and taglines. He calls a great tagline a brand’s “fountain of youth”—keeping it fresh, clear, and emotionally resonant. Taglines can energize dull names, clarify positioning, and act as a “verbal logo” when visuals aren’t available. When names fall short, a strong slogan adds context and impact. Mike wraps up by sharing Andy Crestodina’s framework for smarter AI prompting to craft better taglines.

In this episode, Mike Carr argues that creating a great name relies on human intuition, not technology. While AI tools can support brainstorming, the strongest names resonate emotionally. Carr shares the stories behind "Cherubs" tomatoes and "Death Wish Coffee," showing how emotional thinking—not rational analysis—led to names that connected deeply with people. He emphasizes the importance of testing for emotional reactions rather than logical opinions, reinforcing that human instincts are key to successful branding.

In this episode, Mike Carr stresses using AI as a coach, not a replacement—like how real coaches build skills through practice. Citing MIT economist Sinan Aral’s idea of AI as "a bicycle for the mind," Carr shares research showing that AI helped low-performing call center workers improve, with lasting effects even after AI was removed. He applies this to naming, arguing AI should guide users to observe real reactions, not just guess. Success in naming comes from response, not opinion. Used this way, AI sharpens instincts, boosts creativity, and enhances decision-making.

In this episode, Mike Carr dives into AI’s growing role in branding and naming, emphasizing how personalized prompts lead to better results. Inspired by Dana Malstaff of Boss Moms, he highlights the power of building an AI history—providing brand context, competitors, budget, and trademark needs—to generate more relevant names, taglines, and rationale. While AI tools like Gemini 1.5 Pro and Claude are game-changers, they can’t replace human expertise in trademark clearance and strategy. 

In this episode, Namestormers Co-founder and CEO Mike Carr explores how AI is revolutionizing naming, generating creative, professional-quality ideas with incredible speed. However, as Mike highlights, AI lacks in areas like trademark screening, cultural nuances, and emotional resonance—key spaces where human expertise shines.Using a smart toothbrush case study, Mike compares the bold appeal of "Smart Mouth" with the clarity of "Intelligent Toothbrush," emphasizing the need to balance AI efficiency with human intuition. While AI is a powerful brainstorming tool, Mike concludes that crafting truly impactful names still relies on human judgment.

In this podcast episode NameStormers CEO Mike Carr and Director of Ops Ashley Elliott examine the quirky and edgy world of Halloween candy names, exploring how fun, memorable names like Twizzlers and Skittles excite, while descriptive ones like Mr. Goodbar and Candy Corn evoke taste or imagery. Overall candy names can play a critical role in whether a treat becomes a household favorite or gets traded away after trick-or-treating.

In this episode of Naming in an AI Age, NameStormers Director of Ops Ashley Elliott and CEO Mike Carr discuss a viral incident involving an influencer named Cierra Misst, who claimed PepsiCo sent her a cease and desist letter after rebranding their lemon-lime drink Sierra Mist to Starry. They clarify that while she alleged Pepsi let the trademark lapse, this was misleading; PepsiCo still owns the Sierra Mist trademark, as confirmed by the USPTO. Mike emphasizes the importance of maintaining trademarks in a crowded market, especially with AI creating similar names, and notes that trademarks can coexist across industries if they don't cause consumer confusion. They also recommend consulting a trademark attorney for portfolio management and stress the need for fact-checking claims in today's viral news landscape.

This week, NameStormers CEO Mike Carr and Director of Ops Ashley Elliott discuss the evolving role of AI in naming, highlighting a project journey for an outdoor lifestyle brand's bug repellent. While AI generated initial ideas, human creativity was crucial in refining names due to trademark concerns. The process involved presenting names with visual context, client feedback, and adjustments based on packaging and trademark needs. The key takeaway is that the best names market an experience, not just functionality. The hosts also recommend The Power of Instinct by Leslie Zane, emphasizing the importance of marketing higher-order benefits.

In this episode of Naming in an AI Age, NameStormers, Director of Ops Ashley Elliott and CEO Mike Carr discuss the complexities of trademarking viral phrases, using TikTok content creator Jools Lebron’s catchphrase "very demure, very mindful" as an example. Jools faced challenges trademarking the phrase for beauty products due to trademark trolls, including individuals who filed for the phrase before her. Mike explains that while catchphrases can be trademarked if used in commerce, they must be filed in specific product classes, and extensions are possible for up to 18 months. Common law usage rights can also apply if a creator proves they used the phrase first in commerce. However, trolls risk legal consequences if their intent is to profit from holding trademarks hostage. While some trends are fleeting, building a sustainable brand requires consistent content and careful planning, ensuring the trademark strategy aligns with long-term goals.

In this podcast, Ashley Elliott and Mike Carr explore the complexities of naming strategies, emphasizing the importance of context in making naming decisions. They discuss how names like "Dunkalatte" are designed for clarity and brand consistency, while luxury EVs, such as Ford’s "Mustang Mach-E," leverage existing brand equity and signal innovation. The conversation highlights the need to balance creativity with practicality, ensuring naming systems are flexible for future growth. They also stress the importance of considering the target audience's familiarity with the brand, legal availability, and cultural appropriateness, especially for global brands. Ultimately, effective naming requires a thoughtful blend of strategy, creativity, and market awareness.

In the podcast "Naming in an AI Age," Mike and Ashley discuss the critical factors in naming a product, emphasizing the need to understand both the competitive landscape and target audience. Using Desert Glory’s "Cherubs" tomatoes as a case study, they highlight how the name cleverly evokes both "cherry" tomatoes and cute, small angels, making it memorable and effective. The episode contrasts master brand strategies, which use a single name for all products, with niche branding, which targets specific product attributes. Mike also stresses the importance of testing names to gauge their effectiveness and appeal.

In this podcast episode on naming strategies, Ashley Elliott and Mike Carr discuss the importance of selecting a name that aligns with the desired look, feel, and emotional resonance for a product. Using the example of Intergraph's CAD CAM platform competing against Autodesk, they illustrate how the name "Solid Edge" was chosen to convey both functional and aspirational qualities, appealing to engineers by emphasizing stability and innovation. The conversation highlights the need to balance emotional and functional elements and understand the target audience in naming decisions. 

This week on "Naming in the AI Age," Namestormers Ashley Elliott and Mike Carr discuss the evolving relevance of taglines in today’s fast-paced digital world. While some critique taglines as outdated distractions, Mike argues for their enduring value, suggesting they enhance brand names by providing emotional appeal and differentiation. He highlights examples like Dr. Pepper's changing taglines and discusses how AI tools, such as Meta's LLAMA 3.1, are revolutionizing tagline creation with precision and efficiency. The podcast emphasizes that, despite varying opinions, taglines remain crucial for branding, and AI is becoming a key resource in crafting impactful and memorable taglines.

NameStormers CEO, Mike Carr, discusses the impact of brand names across age groups, emphasizing that while memorable names can spark conversation, they may not support broad demographic expansion. He underscores the role of controversy in making names engaging but warns about considering consumer emotions in purchasing decisions. Carr notes challenger brands disrupt with edgy names and advises balancing uniqueness with market appeal for growth.

In this episode, NameStormers CEO Mike Carr discusses the importance of choosing engaging and memorable names for products or companies, citing examples such as Snapple and eBay, which demonstrate the power of names that are not necessarily descriptive but capture attention. He also warns against the mistake of ignoring the target audience when naming a product or company. Carr emphasizes the importance of a name being memorable and sticky. 

Mike Carr, co-founder of NameStormers, highlights the company's 40 years of experience in addressing naming challenges like budget constraints, team disagreements, and legal issues. Key considerations include name length, spelling ease, memorability, branding alignment, and competitor differentiation. Their process involves understanding client needs, creating tailored strategies, and using AI tools. Clients receive valuable insights and actionable strategies, whether or not they form a partnership. NameStormers combines AI with expertise to vet names legally, culturally, and linguistically, with successful projects like Angry Orchard, Cherubs, and Tapestry for Hilton. 

In this podcast, NameStormers CEO Mike Carr interviews, Laura Schroeder who discusses her transition to a naming career, highlighting the shift from tech-sounding to organic names due to trademark issues and changing preferences. She emphasizes aligning names with a brand's value, involving clients, and using surveys for feedback. Good namers need strong vocabulary and language skills. Schroeder categorizes names into descriptive, evocative, abstract, and arbitrary. Memorable names should have quick backstories, be pronounceable, and easy to spell. For rebranding, she recommends considering scalability and adaptability, using "tissue sessions" for feedback, and notes the long-term benefits of unique and intriguing names. 

In this episode, NameStormers CEO Mike Carr explores whether using the same name as another company is feasible in the AI age. While possible, it presents challenges like trademark infringement, customer confusion, and difficulty in establishing a unique brand. Using the same name might work if products, customers, pricing, and distribution channels differ, citing Dove soap and Dove chocolate as examples. However, avoiding confusion is tougher now due to more products and digital platforms. Recommendations include registering the name in a different category, minimizing the competitor's media presence, and choosing a distinctive, legally secure name. Ultimately, a unique name is advised for better control and branding.

In this podcast episode, Ashley Elliott and Mike Carr discuss the importance of being an advocate for names rather than a critic, explaining that focusing on what's wrong with a name can lead to a negative mindset and hinder the naming process. Instead, they suggest wearing an advocate hat and discussing the potential and possibilities of names. By approaching the conversation with positivity, names can gain traction and be viewed in the right context. They also emphasize the importance of knowing the direction to head in when providing feedback on names, rather than just focusing on what to avoid.  

Ashley Elliott and Mike Carr discuss strategies for gathering unbiased opinions in client calls, including staying open-minded and using anonymous polls. They recommend having a manageable number of participants to ensure everyone can contribute and stress the importance of testing ideas with the target audience. 

In this podcast, Mike Carr and Ashley Elliott discuss essential skills for effective business naming. Ashley simplifies complex concepts, observes client reactions, and maintains strong organizational skills, while Mike leverages 40+ years of experience to offer strategic insights and navigate legal name clearance. Both emphasize visualizing names in context and continuous learning to address naming challenges. 

Mike Carr discusses how AI will revolutionize large companies by reducing the need for big workforces, boosting efficiency and profitability. This change will diminish large corporations' scale advantage, allowing smaller, agile companies to compete effectively. Sam Altman predicts AI will take over 95% of tasks currently done by agencies and creative professionals, leading marketers to shift to smaller firms or independent roles. Carr envisions a new industry where marketers combine creative skills with AI to support small businesses competing with larger ones. Despite disruptions, Carr remains optimistic about the opportunities for those who adapt and merge creativity with AI. 

In the podcast "Naming in an AI Age," Ashley Elliott and Mike Carr discuss the importance of social media handles for online branding and discoverability. They explore whether to use separate handles for personal and business brands, emphasizing consistency for recognition while expressing personality. Tips include using timeless language, checking platform restrictions, and conducting trademark searches. They also suggest creative solutions like adding location identifiers or "HQ" to distinguish brands. The key points are maintaining consistency, thorough research, and legal compliance to engage followers and protect intellectual property rights. 

In this episode, Ashley Elliott and Mike Carr discuss the importance of domain names in the AI age. They talk about the history of the.com craze and how it has changed over the years, discussing the trend of startups straying away from the.com and opting for shorter.ai.io names.  Some do's and don'ts are also provided when choosing a domain name, such as avoiding characters like dashes or numbers and not overcomplicating or awkwardly pairing words. The team also emphasizes the importance of renewing domain registrations and checking for trademark infringement.  

This week, Mike and Ashley discuss how naming is changing in the AI age. They highlight three key factors: video, digital clutter, and content. They explain that video engagement is becoming more important, as names associated with videos need to be memorable and easily spelled. They also discuss how the abundance of digital clutter requires names to be quick, engaging, and relevant to capture attention. Additionally, they emphasize the importance of content in attracting consumers, as names need to convey something important or compelling rather than being generic or descriptive. Overall, they suggest that naming in the future will need to work harder and be better than in the past to cut through the noise and resonate with consumers. 

Mike Carr emphasizes the importance of having a strong reason for changing a company's name and involving the CEO throughout the process, citing examples like United Airlines' failed attempt and Amfac Parks and Resorts' successful rebranding to Xanterra under new leadership. 

Mike Carr discusses the challenges of naming products or brands in China due to the vast linguistic differences between English and Mandarin, with Mandarin having over 50,000 characters compared to English's 26 letters. Translating English names into Mandarin requires careful consideration to avoid negative or confusing meanings, exemplified by Coca-Cola's initial Mandarin translation. Carr advises on the importance of checking for trademark infringement and considering social media handles, suggesting assistance from law firms like Hogan Lovells or thorough research. While current AI capabilities may not fully support Chinese naming, Carr sees potential for future advancements. 

Naming can become a "house of cards" when there is no clear structure or strategy in place. Just like a house with multiple remodels and different styles, a company's naming can become disorganized and confusing through organic growth, mergers, and acquisitions. To avoid this, a naming architecture is needed, similar to a blueprint for a house. One popular type of naming architecture is the branded house, where there is one master brand and all other names are intuitive and descriptive. An example is FedEx, with FedEx Ground, FedEx Freight, and FedEx Office. This allows for easy addition of new services. However, if a competitor with a more innovative name emerges, a company may need to change its naming architecture to a house of brands, like Procter and Gamble, with distinct names for each product. Professional naming consulting firms can help create a naming architecture that makes sense for the company and provides flexibility. Other types of naming architectures include the endorser brand, where the brand name is placed after the product name, and decision trees can guide the naming process. It is important to avoid a mishmash of names and create a clear naming structure.