ChatGPTAI Coding Assistants
vs
GumloopBuild AI agents for work
Comparison · AI Agents · weekly run Nov 3
ChatGPT vs Gumloop
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 3.3 for ChatGPT, and ranks ahead in 100% of the answers that name both.
Choose ChatGPT if…
- You need SOC 2 Type 2 coverage
- You prefer a larger, established vendor (1,001–5,000 employees)
- strong performance on complex tasks like research and deep context
- general-purpose work
Choose Gumloop if…
- You want the brand AI engines rank higher (4.9 vs 3.3)
- AI answers describe it more positively (33% vs 0% positive)
- You need SOC 2 Type II or GDPR coverage
- visual node-based canvas for chaining AI agents
AI visibility side by side
Latest weekly run · Nov 3
| Metric | ChatGPT | Gumloop |
|---|---|---|
| Visibility score | 3.3% | 4.9% |
| Change vs last week | New | New |
| Rank in AI Agents | #29 | #24 |
| Share of voice | 0.6% | 1.6% |
| Mentions this run | 4 | 10 |
| Positive in AI answers | 0% | 33% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
ChatGPT 0pp · Gumloop 0pp over 0 weekly runs.
Engine by engine
Gumloop leads on 2 of 3 engines
ChatGPT
AI Mode
Perplexity
ChatGPTGumloop
Head to head in AI answers
1 engine answers name both brands
0ChatGPT ranked higher
1Gumloop ranked higher
| Prompt | Engine | ChatGPT | Gumloop |
|---|---|---|---|
| What are the best AI Agents tools in 2026? | ChatGPT | #10 | #9 |
Features, pricing & fit
| Dimension | ChatGPT | 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 2 Type 2 | SOC 2 Type II, GDPR |
| Support | — | Email support, Dedicated Slack support on Enterprise, Gumloop University, Embedded Gumloop Expert on Enterprise |
| Founded | — | 2023 |
| Headquarters | San Francisco | San Francisco, CA |
| Employees | 1,001–5,000 | 11–50 |
| Funding | In progress, seeking up to $20 billion, reported at $1.25 trillion post-money | 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
ChatGPT
Pricing not available.
Pros and cons
Themes from the AI answers that mention each brand
ChatGPT
- strong performance on complex tasks like research and deep context
- general-purpose work
- coding agent available across ChatGPT, desktop, web, CLI and IDE workflows
- higher price point
- access depends on eligible paid plan
- limited usage on the free plan
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, “ChatGPT vs Gumloop”, https://slateindex.ai/compare/chatgpt-vs-gumloop, data of Nov 3, 2026. Licence: CC BY 4.0.