Short answer: the naming patterns that defined the first AI wave — bolting “AI” onto a word, using -ly and -GPT suffixes, and reaching for mythological or brain-related metaphors — are now saturated. Names that will still work in five years are the ones that say nothing about AI at all, because they describe a company rather than a category.
Why category naming stops working
Early in any technology wave, naming for the category is rational. When few companies do the thing, saying you do it is genuinely informative and helps you get found.
That advantage inverts as the category fills. When every company is an AI company, announcing it in your name conveys no information — it just places you in an undifferentiated pile. Worse, it timestamps you. A name that reads as current during the peak of a wave reads as dated once the wave is simply how things work.
The companies that endure past a technology cycle almost always have names that describe what they do for customers rather than what technology they use to do it.
The saturated patterns
| Pattern | Problem |
|---|---|
| Word + “AI” | Undifferentiated; timestamps the company |
| -ly suffix | Heavily worked; fails the radio test against -li and -lee |
| -GPT suffix | Ties you to someone else’s product name |
| Brain and mind metaphors | Extremely crowded; trademark conflicts likely |
| Greek and Roman mythology | Saturated across tech generally |
| Neuro- and cogni- prefixes | Clinical, cold, and overused |
| Single Latin words | Common enough to be near-impossible to own in search |
What durable names have in common
Look at the technology companies that survived previous waves with their names intact. The pattern is consistent: short, invented or arbitrary, phonetically clean, and carrying no reference to the underlying technology.
They work because they are containers. The company can change what it does, adopt new technology, and enter new markets without the name fighting it. A name that means nothing specific can come to mean whatever the company becomes.
Concretely, the qualities that age well:
- Sector-neutral — nothing in the name locks you to a technology or vertical
- Two syllables — the most durable rhythm across languages and decades
- Clean phonetics — spellable on first hearing, no ambiguous letter pairs
- No trend markers — no suffix or prefix that dates the founding year
- Room to expand — the name works if you become something adjacent
Why AI companies are buying .com again
The early wave leaned heavily on category-signalling extensions, which made sense when the extension itself communicated positioning. As companies mature past the pitch-deck stage and start acquiring customers at scale, the calculation changes.
Consumer trust at checkout, default typing behaviour, high renewal costs on premium alternative extensions, and the desire to shed the category timestamp all push in the same direction. Companies that intend to outlive the current cycle increasingly want the name that carries no expiry date.
Practical alternatives to the obvious
- Name for the outcome, not the mechanism — what the customer gets, not how you deliver it
- Use a real word arbitrarily — an ordinary word applied to something unrelated is both distinctive and trademarkable
- Build a coinage from sound — choose consonants for the feeling, then check the radio test
- Borrow from an unexpected domain — nature, craft, geography, materials
- Go shorter than feels comfortable — five letters forces originality
At a glance
- Category naming inverts once the category fills
- “AI”, -ly, and -GPT patterns are saturated and dated
- Durable names are containers — they carry no technology reference
- Mature AI companies are returning to .com for trust and durability
- Name for the outcome, not the mechanism
Frequently asked questions
Will not a neutral name make it harder to explain what we do?
That is your tagline’s job, and taglines are free to change. Names are not.
Is “AI” in the name ever right?
Occasionally — if the technology genuinely is the product and you are selling to a technical buyer who filters on it. Even then, weigh the timestamp cost.
What about .ai as an extension?
It signals category clearly but shares the same ageing problem, plus the highest renewal costs of any mainstream extension.
Names without an expiry date
Browse short, sector-neutral one-word .coms — chosen precisely because they carry no reference to any technology cycle.
