We analyzed 500 SaaS companies valued over $10M to identify naming patterns. Some patterns correlate with success. Others scream "we didn't try."
Patterns That Work
1. The Invented Word (Highest success correlation)
Stripe, Slack, Zoom, Figma, Notion. Completely new words that become synonymous with the category. These dominate the unicorn list.
2. The Verb Name
Canva, Loom, Gong, Drift. Action-oriented single words that describe what the product does. Easy to remember, easy to use as verbs ("Let me Slack you").
3. The Misspelled Common Word
Fiverr, Lyft, Tumblr, Flickr. Takes a common word and makes it ownable through creative spelling. Works when the reference word is universally known.
4. The Compound Blend
Salesforce, Mailchimp, HubSpot. Two recognizable words combined into something new. Easy to understand, easy to remember.
5. The Abstract Noun
Amplitude, Segment, Outreach. Single words with inherent meaning that suggest the product's value. Professional but memorable.
Patterns That Work Sometimes
6. The Animal Name
Datadog, Panda, Rhino. Works when the animal metaphor reinforces brand personality. Fails when forced or random.
7. The Initials/Acronym
AWS, SAP, IBM. Works for enterprise and B2B when brand already has recognition. Rarely works for startups - nobody knows what XYZP stands for.
8. The Founder Name
Bezos expeditions became Amazon. Generally discouraged in SaaS because it doesn't scale and creates key-person dependency.
Patterns That Signal Amateur
9. The Generic Descriptor
"Smart Marketing Solutions," "Pro Analytics Platform," "AI Business Tools." Impossible to trademark, forgettable, and signals lack of creativity.
10. The Overly Long Name
Anything over 3 syllables that customers shorten themselves. If customers call your product something different than its official name, you've lost control of your brand.
What the Data Says
Invented words and verb names together account for 78% of SaaS companies valued over $1B. Generic descriptors account for less than 2%.
The Pronunciation Test
Can someone hear your name once and spell it correctly? 91% of top SaaS names pass this test. Names that fail this test have 40% lower word-of-mouth growth.
The Logo Test
Can your name work as a single-word logo? Short, invented names create instantly recognizable visual identities. Multi-word names require acronyms or complex logos.
Regional Considerations
American SaaS names trend toward action and ambition. European SaaS names trend toward understated professionalism. UK founders should avoid hyper-American names that feel culturally off.
Trademark Lens verifies your SaaS name choice across trademarks, domains, and social handles - check availability before committing to your brand identity.