AWSVisual low-code tool for building AWS-backed apps from Figma designs
vs
GumloopBuild AI agents for work
Comparison · AI Agents · weekly run Nov 3
AWS vs Gumloop
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
AWS is the stronger AI pick in AI Agents: it has a visibility score of 12.5 versus 4.9 for Gumloop, and ranks ahead in 100% of the answers that name both.
Choose AWS if…
- You want the brand AI engines rank higher (12.5 vs 4.9)
- You need SOC 1 or SOC 2 or SOC 3 or ISO 27017 or ISO 27018 or ISO 27701 or PCI DSS Level 1 or FedRAMP or DoD SRG or ISO 9001 or ISO 27001 coverage
- You prefer a larger, established vendor (5,000+ employees)
- Core federation and multi-account management included at no extra charge
Choose Gumloop if…
- AI answers describe it more positively (33% vs 16% positive)
- You need SOC 2 Type II or GDPR coverage
- visual node-based canvas for chaining AI agents
- web scraping and data extraction capabilities
AI visibility side by side
Latest weekly run · Nov 3
| Metric | AWS | Gumloop |
|---|---|---|
| Visibility score | 12.5% | 4.9% |
| Change vs last week | New | New |
| Rank in AI Agents | #11 | #24 |
| Share of voice | 3.1% | 1.6% |
| Mentions this run | 21 | 10 |
| Positive in AI answers | 16% | 33% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
AWS 0pp · Gumloop 0pp over 0 weekly runs.
Engine by engine
AWS leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
AWSGumloop
Head to head in AI answers
2 engine answers name both brands
2AWS ranked higher
0Gumloop ranked higher
| Prompt | Engine | AWS | Gumloop |
|---|---|---|---|
| Best AI agent platform for enterprise | Perplexity | #4 | #15 |
| Official website of the top AI agent platform vendors | Perplexity | #7 | #19 |
Features, pricing & fit
| Dimension | AWS | Gumloop |
|---|---|---|
| Pricing model | — | Flat tiers |
| Entry price | — | $37 / mo |
| Free plan | — | No · 14-day trial |
| Deployment | — | Cloud-based, with VPC deployment inside a customer's AWS, Azure or Google Cloud environment. |
| Integrations | — | 400+ |
| Compliance | SOC 1, SOC 2, SOC 3, ISO 27017, ISO 27018, ISO 27701, PCI DSS Level 1, FedRAMP, DoD SRG, ISO 9001, ISO 27001 | SOC 2 Type II, GDPR |
| Support | — | Email support, Dedicated Slack support on Enterprise, Gumloop University, Embedded Gumloop Expert on Enterprise |
| Founded | 2021 | 2023 |
| Headquarters | Seattle, Washington | San Francisco, CA |
| Employees | 5,000+ | 11–50 |
| Funding | — | Series B · $70M raised |
| Best for | — | Companies whose non-technical teams want to build their own agents while IT keeps control of access and spend. |
Plans side by side
AWS
Pricing not available.
Pros and cons
Themes from the AI answers that mention each brand
AWS
- Core federation and multi-account management included at no extra charge
- Enterprise-grade reliability and uptime on AWS infrastructure
- Pay-as-you-go, usage-based pricing
- Deep integration with the AWS ecosystem and AI tools
- Recognised by analysts such as Gartner and ISG
- Requires strong AWS engineering or technical expertise
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
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “AWS vs Gumloop”, https://slateindex.ai/compare/aws-vs-gumloop, data of Nov 3, 2026. Licence: CC BY 4.0.