Zep AI vs Trace Labs
Zep AI vs Trace Labs, 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: Zep AI is on 49/100 and Trace Labs on 16/100.
Where each one leads
Zep AI
- our overall score: 49/100 against 16/100
- agent readiness: 73/100 against 52/100
- domain rating: 66/100 against 5/100
- LinkedIn following: 3,823 against 2,591
Trace Labs
Leads on none of the measures we hold for both companies.
At a glance
| Measure | Zep AI | Trace Labs |
|---|---|---|
| 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. | nOS turns every AI agent action into a verifiable, replayable decision trace your enterprise can audit and reuse. |
| Category | Agentic AI, AI Agent, Context Engineering, Knowledge Graph | Agentic AI, AI Agent, AI Governance, AI Observability |
| Sells toBusiness model | B2B | B2B |
| Offering | Platform | Platform |
| Founded | 2023 | Not published |
| Headquarters | San Francisco, United States | Not published |
| Status | Active | Active |
Size, funding and growth
| Measure | Zep AI | Trace Labs |
|---|---|---|
| Employees | 10 | 11 |
| Total funding | $500K | Not published |
| Latest round | Seed | Not published |
| LinkedIn followers | 3,823 | 2,591 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Zep AI | Trace Labs |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 49/100 | 16/100 |
| Traction | 39/100 | 11/100 |
| Team | 30/100 | Not published |
| Search visibility | 44/100 | 20/100 |
| Quality | 58/100 | Not published |
| Agent readinessHow well an AI agent can read and act on the site | B (73/100) | D (52/100) |
| Domain ratingLink authority, 0-100 | 66/100 | 5/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Zep AI | Trace Labs |
|---|---|---|
| Hosting | Not detected | Vercel |
| CDN | Cloudflare | Vercel |
| Frameworks | Next.js, Tailwind CSS, Bootstrap | Bootstrap |
| Analytics | Not detected | Google Analytics 4, Google Tag Manager |
What users say
| Measure | Zep AI | Trace Labs |
|---|---|---|
| Reddit sentimentThreads we track | Not published | 6 positive, 0 negative across 6 threads |
“umanitek Chairman & Trace Labs advisor sharing the mission of making Internet safety the standard in the age of AI at Arctic15 conference!.”r/OriginTrail
Zep AI vs Trace Labs: common questions
Which is better, Zep AI or Trace Labs?
On our 0-100 score Zep AI rates higher (49/100 against 16/100). 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 Zep AI and Trace Labs compare on the numbers?
Zep AI leads on our overall score (49/100 against 16/100), agent readiness (73/100 against 52/100), domain rating (66/100 against 5/100), LinkedIn following (3,823 against 2,591).
What do real users say about Zep AI and Trace Labs?
Trace Labs: 6 positive and 0 negative mentions across 6 Reddit threads we track, mostly in r/OriginTrail.
Read the full Zep AI review and pricing or the Trace Labs review and pricing. You can also browse other Zep AI alternatives we track.