Moonlings vs Zed
Moonlings vs Zed, compared side by side on 16 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: Moonlings is on 36/100 and Zed on 46/100.
Where each one leads
Moonlings
Leads on none of the measures we hold for both companies.
Zed
- our overall score: 46/100 against 36/100
- agent readiness: 43/100 against 36/100
- domain rating: 81/100 against 4/100
- funding raised: $95.5M against $1.5M
At a glance
| Measure | Moonlings | Zed |
|---|---|---|
| What it is | A tiny overnight crew that turns sleep into progress, delivering decision-ready reports. | Zed is a company focused on building AI agents for various applications, including search and browsing. |
| Category | Agentic AI, AI Agent, AI Search Engine, Agentic Browser | Agentic AI, AI Agent, AI Search Engine, Agentic Browser |
| Sells toBusiness model | B2B | B2C |
| Offering | Software | Software |
| Founded | Not published | 2019 |
| Headquarters | Not published | San Francisco, United States |
| Status | Active | Active |
Size, funding and growth
| Measure | Moonlings | Zed |
|---|---|---|
| Total funding | $1.5M | $95.5M |
| Latest round | Pre-Seed | Series B |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Moonlings | Zed |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 36/100 | 46/100 |
| Traction | 31/100 | 40/100 |
| Community | Not published | 15/100 |
| Search visibility | 12/100 | 30/100 |
| Quality | 48/100 | 58/100 |
| Agent readinessHow well an AI agent can read and act on the site | F (36/100) | D (43/100) |
| Domain ratingLink authority, 0-100 | 4/100 | 81/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Moonlings | Zed |
|---|---|---|
| Hosting | Vercel | Not detected |
| CDN | Vercel | Cloudflare |
| CMS | Not detected | Ghost |
| Frameworks | Next.js, Tailwind CSS | Next.js, Tailwind CSS |
| Open source | No | Yes |
Moonlings vs Zed: common questions
Which is better, Moonlings or Zed?
On our 0-100 score Zed rates higher (46/100 against 36/100). 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 16 data points above: read the rows that match what you are buying for.
How do Moonlings and Zed compare on the numbers?
Zed leads on our overall score (46/100 against 36/100), agent readiness (43/100 against 36/100), domain rating (81/100 against 4/100), funding raised ($95.5M against $1.5M).
Read the full Moonlings review and pricing or the Zed review and pricing. You can also browse other Moonlings alternatives we track.

