Serafis vs Trace
Serafis vs Trace, compared side by side on 14 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: Serafis is on 22/100 and Trace on 44/100.
Where each one leads
Serafis
- agent readiness: 49/100 against 36/100
Trace
- our overall score: 44/100 against 22/100
- domain rating: 34/100 against 11/100
- headcount: 3 against 2
At a glance
| Measure | Serafis | Trace |
|---|---|---|
| What it is | The AI knowledge graph for institutional investors | Trace is a modern workforce planning and procurement platform that helps businesses manage their people and spend through analytics, headcount planning, and end-to-end spend management workflows. |
| Category | Artificial Intelligence, SaaS, Finance | Artificial Intelligence, SaaS, Finance, B2B |
| Sells toBusiness model | B2B | B2B |
| Offering | SaaS | SaaS |
| Founded | 2025 | 2025 |
| Headquarters | San Francisco, United States | San Francisco, United States |
| Status | Active | Active |
Size, funding and growth
| Measure | Serafis | Trace |
|---|---|---|
| Employees | 2 | 3 |
| Total funding | Not published | $3.0M |
| Latest round | Not published | Seed |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Serafis | Trace |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 22/100 | 44/100 |
| Traction | 5/100 | 38/100 |
| Team | 30/100 | 70/100 |
| Community | Not published | 8/100 |
| Search visibility | 19/100 | 12/100 |
| Quality | Not published | 45/100 |
| Agent readinessHow well an AI agent can read and act on the site | D (49/100) | F (36/100) |
| Domain ratingLink authority, 0-100 | 11/100 | 34/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Serafis | Trace |
|---|---|---|
| Hosting | Vercel | Not detected |
| CDN | Vercel | Not detected |
| Frameworks | Astro, Tailwind CSS | Not detected |
| Support stack | Not detected | Zendesk |
Product and pricing
| Measure | Serafis | Trace |
|---|---|---|
| Key features | Not published | Workforce Analytics, Headcount Planning, Spend Management, Integrations, Google Sheet Add-in, Workflows & Approvals |
Serafis vs Trace: common questions
Which is better, Serafis or Trace?
On our 0-100 score Trace rates higher (44/100 against 22/100). 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 14 data points above: read the rows that match what you are buying for.
How do Serafis and Trace compare on the numbers?
Serafis leads on agent readiness (49/100 against 36/100). Trace leads on our overall score (44/100 against 22/100), domain rating (34/100 against 11/100), headcount (3 against 2).
Read the full Serafis review and pricing or the Trace review and pricing. You can also browse other Serafis alternatives we track.