GumloopBuild AI agents for work
vs
Tray.aiOrchestrate integration, automation, and agents
Comparison · AI Agents · weekly run Nov 3
Gumloop vs Tray.ai
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Gumloop is the stronger AI pick in AI Agents: it has a visibility score of 4.9 versus 1.5 for Tray.ai, and ranks ahead in 0% of the answers that name both.
Choose Gumloop if…
- You want the brand AI engines rank higher (4.9 vs 1.5)
- You need SOC 2 Type II coverage
- Flat tiers pricing suits your budget better than usage-based
- visual node-based canvas for chaining AI agents
Choose Tray.ai if…
- You need more native integrations (700+ vs 400+)
- You need SOC 1 or SOC 2 or HIPAA coverage
- You prefer a larger, established vendor (201–500 employees)
- Usage-based pricing suits your budget better than flat tiers
AI visibility side by side
Latest weekly run · Nov 3
| Metric | Gumloop | Tray.ai |
|---|---|---|
| Visibility score | 4.9% | 1.5% |
| Change vs last week | New | New |
| Rank in AI Agents | #24 | #50 |
| Share of voice | 1.6% | 0.4% |
| Mentions this run | 10 | 3 |
| Positive in AI answers | 33% | — |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Gumloop 0pp · Tray.ai 0pp over 0 weekly runs.
Engine by engine
Gumloop leads on 2 of 3 engines
ChatGPT
AI Mode
Perplexity
GumloopTray.ai
Head to head in AI answers
1 engine answers name both brands
0Gumloop ranked higher
1Tray.ai ranked higher
| Prompt | Engine | Gumloop | Tray.ai |
|---|---|---|---|
| Best AI agent platform for enterprise | Perplexity | #15 | #8 |
Features, pricing & fit
| Dimension | Gumloop | Tray.ai |
|---|---|---|
| Pricing model | Flat tiers | Usage-based |
| Entry price | $37 / mo | Contact sales |
| Free plan | No · 14-day trial | No · 30-day trial |
| Deployment | Cloud-based, with VPC deployment inside a customer's AWS, Azure or Google Cloud environment. | Tray-managed cloud runtime, with on-premise connectivity and regional hosting on Enterprise plans |
| Integrations | 400+ | 700+ |
| Compliance | SOC 2 Type II, GDPR | SOC 1, SOC 2, HIPAA, GDPR |
| Support | Email support, Dedicated Slack support on Enterprise, Gumloop University, Embedded Gumloop Expert on Enterprise | Business hours support on all plans, Knowledge base, Community forums, Tray Academy |
| Founded | 2023 | 2012 |
| Headquarters | San Francisco, CA | San Francisco, CA |
| Employees | 11–50 | 201–500 |
| Funding | Series B · $70M raised | Series C-2 · $164M raised |
| Best for | Companies whose non-technical teams want to build their own agents while IT keeps control of access and spend. | Enterprise IT and business teams that need to build integrations, AI agents and governed MCP tools on one platform |
Plans side by side
Tray.ai
ProCustomSized to your needs
TeamCustomSized to your needs
EnterpriseCustomSized to your needs
Pros and cons
Themes from the AI answers that mention each brand
Gumloop
- visual node-based canvas for chaining AI agents
- web scraping and data extraction capabilities
- 14-day trial offered
- suggested as a starting option for teams without engineering capacity
Tray.ai
- Recommended as a cloud-neutral orchestration platform option
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Gumloop vs Tray.ai”, https://slateindex.ai/compare/gumloop-vs-tray-ai, data of Nov 3, 2026. Licence: CC BY 4.0.