ML Dome vs Surf AI
ML Dome vs Surf AI, compared side by side on 15 data points: what each one does, how big it is, what it has raised, the tech running each site, and what users report. We score both out of 100 on traction, team and visibility: ML Dome is on 29/100 and Surf AI on 73/100.
Where each one leads
ML Dome
Leads on none of the measures we hold for both companies.
Surf AI
- our overall score: 73/100 against 29/100
- agent readiness: 47/100 against 21/100
- headcount: 73 against 2
- LinkedIn following: 2,425 against 23
At a glance
| Measure | ML Dome | Surf AI |
|---|---|---|
| What it is | Cloud-based email security protecting Gmail and Office 365 from business email compromise. | Surf AI is an agentic operations platform that helps enterprises operationalize security programs with AI to continuously identify and remediate security exposures. |
| Category | Cybersecurity, Email Security, Threat Detection, Cloud Security | Cybersecurity, Agentic AI, AI Agent, Cloud Security |
| Sells toBusiness model | B2B | B2B |
| Offering | Software | Platform |
| Founded | 2017 | 2024 |
| Headquarters | Not published | Tel Aviv, Israel |
| Status | Active | Active |
Size, funding and growth
| Measure | ML Dome | Surf AI |
|---|---|---|
| Employees | 2 | 73 |
| Headcount growthLast 12 months | Not published | +96.6% |
| Total funding | Not published | $57.0M |
| Latest round | Not published | Series A |
| LinkedIn followers | 23 | 2,425 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | ML Dome | Surf AI |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 29/100 | 73/100 |
| Traction | 5/100 | 57/100 |
| Team | 70/100 | 30/100 |
| Search visibility | 17/100 | 36/100 |
| Quality | Not published | 68/100 |
| Agent readinessHow well an AI agent can read and act on the site | F (21/100) | D (47/100) |
| Domain ratingLink authority, 0-100 | Not published | 28/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | ML Dome | Surf AI |
|---|---|---|
| Hosting | Not detected | Vercel |
| CDN | Fastly | Vercel |
| Frameworks | Not detected | Next.js, Tailwind CSS |
| Open source | Yes | No |
What users say
| Measure | ML Dome | Surf AI |
|---|---|---|
| Reddit sentimentThreads we track | Not published | 1 positive, 0 negative across 1 thread |
“Surf AI has announced its launch and $57 million funding to enhance enterprise security operations through an innovative platform. The platform connects fragmented data across organizational systems to prioritize security risks based on bus”r/pwnhub
ML Dome vs Surf AI: common questions
Which is better, ML Dome or Surf AI?
On our 0-100 score Surf AI rates higher (73/100 against 29/100). The score weights traction, team, visibility and profile completeness, so it reflects company strength rather than which product suits you. We compare the two on 15 data points above: read the rows that match what you are buying for.
How do ML Dome and Surf AI compare on the numbers?
Surf AI leads on our overall score (73/100 against 29/100), agent readiness (47/100 against 21/100), headcount (73 against 2), LinkedIn following (2,425 against 23).
What do real users say about ML Dome and Surf AI?
Surf AI: 1 positive and 0 negative mentions across 1 Reddit threads we track, mostly in r/pwnhub.
Read the full ML Dome review and pricing or the Surf AI review and pricing. You can also browse other ML Dome alternatives we track.