Giskard vs White Circle
Giskard vs White Circle, compared side by side on 18 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: Giskard is on 60/100 and White Circle on 50/100.
Where each one leads
Giskard
- our overall score: 60/100 against 50/100
- agent readiness: 51/100 against 30/100
- domain rating: 66/100 against 41/100
White Circle
- funding raised: $11.0M against $2.5M
At a glance
| Measure | Giskard | White Circle |
|---|---|---|
| What it is | Europe's first independent sovereign guardrail platform for enterprise AI agents. | Enterprise AI governance company helping organizations monitor, protect, and improve AI systems in real time. |
| Category | Artificial Intelligence, Cybersecurity, Enterprise Software, Sovereign AI | Artificial Intelligence, Enterprise Software, AI Governance, AI Observability |
| Sells toBusiness model | B2B | B2B |
| Offering | Platform | Platform |
| Founded | 2022 | 2023 |
| Headquarters | Paris, France | San Francisco, United States |
| Status | Active | Active |
Size, funding and growth
| Measure | Giskard | White Circle |
|---|---|---|
| Employees | 23 | Not published |
| Total funding | $2.5M | $11.0M |
| Latest round | Seed | Undisclosed |
| Valuation | $1.1B | Not published |
| LinkedIn followers | 13,743 | Not published |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Giskard | White Circle |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 60/100 | 50/100 |
| Traction | 46/100 | 35/100 |
| Team | 70/100 | 70/100 |
| Community | Not published | 15/100 |
| Search visibility | 34/100 | 21/100 |
| Quality | 68/100 | 58/100 |
| Agent readinessHow well an AI agent can read and act on the site | D (51/100) | F (30/100) |
| Domain ratingLink authority, 0-100 | 66/100 | 41/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Giskard | White Circle |
|---|---|---|
| CDN | Cloudflare | Cloudflare |
| CMS | Webflow | Not detected |
| Frameworks | Not detected | Next.js, Tailwind CSS |
| Payments | Not detected | Stripe |
| Analytics | Google Tag Manager | Not detected |
| Support stack | HubSpot | Not detected |
| Open source | Yes | No |
Giskard vs White Circle: common questions
Which is better, Giskard or White Circle?
On our 0-100 score Giskard rates higher (60/100 against 50/100). 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 18 data points above: read the rows that match what you are buying for.
How do Giskard and White Circle compare on the numbers?
Giskard leads on our overall score (60/100 against 50/100), agent readiness (51/100 against 30/100), domain rating (66/100 against 41/100). White Circle leads on funding raised ($11.0M against $2.5M).
Read the full Giskard review and pricing or the White Circle review and pricing. You can also browse other Giskard alternatives we track.