Giskard vs Lightsage
Giskard vs Lightsage, compared side by side on 21 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 Lightsage on 43/100.
Where each one leads
Giskard
- our overall score: 60/100 against 43/100
- domain rating: 66/100 against 14/100
- headcount: 23 against 2
- LinkedIn following: 13,743 against 258
Lightsage
- funding raised: $4.0M against $2.5M
At a glance
| Measure | Giskard | Lightsage |
|---|---|---|
| What it is | Europe's first independent sovereign guardrail platform for enterprise AI agents. | Lightsage is an Agent-Led Growth platform that helps software companies get discovered, recommended, and successfully used by AI coding agents. |
| Category | Artificial Intelligence, Cybersecurity, Enterprise Software, Sovereign AI | Artificial Intelligence, Developer Tools, Agentic AI, AI Agent |
| Sells toBusiness model | B2B | B2B |
| Offering | Platform | Platform |
| Founded | 2022 | 2025 |
| Headquarters | Paris, France | San Francisco, United States |
| Status | Active | Active |
Size, funding and growth
| Measure | Giskard | Lightsage |
|---|---|---|
| Employees | 23 | 2 |
| Total funding | $2.5M | $4.0M |
| Latest round | Seed | Seed |
| Valuation | $1.1B | Not published |
| LinkedIn followers | 13,743 | 258 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Giskard | Lightsage |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 60/100 | 43/100 |
| Traction | 46/100 | 38/100 |
| Team | 70/100 | 60/100 |
| Search visibility | 34/100 | 18/100 |
| Quality | 68/100 | Not published |
| Agent readinessHow well an AI agent can read and act on the site | D (51/100) | D (55/100) |
| Domain ratingLink authority, 0-100 | 66/100 | 14/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Giskard | Lightsage |
|---|---|---|
| Hosting | Not detected | Vercel |
| CDN | Cloudflare | Cloudflare |
| CMS | Webflow | Ghost |
| Frameworks | Not detected | Next.js, Tailwind CSS |
| Analytics | Google Tag Manager | Google Analytics 4 |
| Support stack | HubSpot, Freshdesk | Not detected |
| Open source | Yes | No |
Giskard vs Lightsage: common questions
Which is better, Giskard or Lightsage?
On our 0-100 score Giskard rates higher (60/100 against 43/100). 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 21 data points above: read the rows that match what you are buying for.
How do Giskard and Lightsage compare on the numbers?
Giskard leads on our overall score (60/100 against 43/100), domain rating (66/100 against 14/100), headcount (23 against 2), LinkedIn following (13,743 against 258). Lightsage leads on funding raised ($4.0M against $2.5M).
Read the full Giskard review and pricing or the Lightsage review and pricing. You can also browse other Giskard alternatives we track.