Zep AI vs Webml
Zep AI vs Webml, compared side by side on 11 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: Zep AI is on 49/100 and Webml on 9/100.
Where each one leads
Zep AI
- our overall score: 49/100 against 9/100
- agent readiness: 73/100 against 53/100
Webml
Leads on none of the measures we hold for both companies.
At a glance
| Measure | Zep AI | Webml |
|---|---|---|
| What it is | Zep gives AI agents enterprise-grade memory via context graphs — sub-200ms retrieval, SOC 2 compliant, validated by S&P Market Intelligence. | WebML is a personal lab for browser-based AI, enabling local inference, client-side RAG, and voice agents that run entirely within a browser tab using WebGPU. |
| Category | Agentic AI, AI Agent, Context Engineering, Knowledge Graph | Agentic AI, AI Foundation & Compute, Retrieval Augmented Generation, Embedding Model |
| Sells toBusiness model | B2B | B2B |
| Offering | Platform | Software |
| Founded | 2023 | Not published |
| Headquarters | San Francisco, United States | Not published |
| Status | Active | Active |
Size, funding and growth
| Measure | Zep AI | Webml |
|---|---|---|
| Employees | 10 | Not published |
| Total funding | $500K | Not published |
| Latest round | Seed | Not published |
| LinkedIn followers | 3,823 | Not published |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Zep AI | Webml |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 49/100 | 9/100 |
| Traction | 39/100 | Not published |
| Team | 30/100 | Not published |
| Search visibility | 44/100 | 12/100 |
| Quality | 58/100 | Not published |
| Agent readinessHow well an AI agent can read and act on the site | B (73/100) | D (53/100) |
| Domain ratingLink authority, 0-100 | 66/100 | Not published |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Zep AI | Webml |
|---|---|---|
| Hosting | Not detected | Vercel |
| CDN | Cloudflare | Vercel |
| CMS | Not detected | Ghost |
| Frameworks | Next.js, Tailwind CSS, Bootstrap | Next.js |
| Open source | No | Yes |
Zep AI vs Webml: common questions
Which is better, Zep AI or Webml?
On our 0-100 score Zep AI rates higher (49/100 against 9/100). 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 11 data points above: read the rows that match what you are buying for.
How do Zep AI and Webml compare on the numbers?
Zep AI leads on our overall score (49/100 against 9/100), agent readiness (73/100 against 53/100).
Read the full Zep AI review and pricing or the Webml review and pricing. You can also browse other Zep AI alternatives we track.