Visibilitystack vs Zed
Visibilitystack vs Zed, 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: Visibilitystack is on 29/100 and Zed on 46/100.
Where each one leads
Visibilitystack
- agent readiness: 52/100 against 43/100
Zed
- our overall score: 46/100 against 29/100
- domain rating: 81/100 against 24/100
At a glance
| Measure | Visibilitystack | Zed |
|---|---|---|
| What it is | A research-led, human-integrated GEO platform that gets brands cited across AI search and turns it into pipeline. | Zed is a company focused on building AI agents for various applications, including search and browsing. |
| Category | Agentic AI, AI Search Engine, Agentic SEO, Web Search | Agentic AI, AI Agent, AI Search Engine, Agentic Browser |
| Sells toBusiness model | B2B | B2C |
| Offering | Platform | Software |
| Founded | Not published | 2019 |
| Headquarters | Not published | San Francisco, United States |
| Status | Active | Active |
Size, funding and growth
| Measure | Visibilitystack | Zed |
|---|---|---|
| Employees | 16 | Not published |
| Total funding | Not published | $95.5M |
| Latest round | Not published | Series B |
| LinkedIn followers | 4,083 | Not published |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Visibilitystack | Zed |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 29/100 | 46/100 |
| Traction | 12/100 | 40/100 |
| Community | Not published | 15/100 |
| Search visibility | 25/100 | 30/100 |
| Quality | 38/100 | 58/100 |
| Agent readinessHow well an AI agent can read and act on the site | D (52/100) | D (43/100) |
| Domain ratingLink authority, 0-100 | 24/100 | 81/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Visibilitystack | Zed |
|---|---|---|
| Hosting | Vercel | Not detected |
| CDN | Cloudflare | Cloudflare |
| CMS | Not detected | Ghost |
| Frameworks | Next.js, Tailwind CSS | Next.js, Tailwind CSS |
| Payments | Apple PAY | Not detected |
| Open source | No | Yes |
Visibilitystack vs Zed: common questions
Which is better, Visibilitystack or Zed?
On our 0-100 score Zed rates higher (46/100 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 14 data points above: read the rows that match what you are buying for.
How do Visibilitystack and Zed compare on the numbers?
Visibilitystack leads on agent readiness (52/100 against 43/100). Zed leads on our overall score (46/100 against 29/100), domain rating (81/100 against 24/100).
Read the full Visibilitystack review and pricing or the Zed review and pricing. You can also browse other Visibilitystack alternatives we track.