GumloopBuild AI agents for work
vs
LookerAgentic business intelligence and embedded analytics on Google Cloud
Comparison · AI Agents · weekly run Nov 3
Gumloop vs Looker
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Looker is the stronger AI pick in AI Agents: it has a visibility score of 10.4 versus 4.9 for Gumloop, and ranks ahead in 100% of the answers that name both.
Choose Gumloop if…
- AI answers describe it more positively (33% vs 30% positive)
- You need SOC 2 Type II or GDPR coverage
- visual node-based canvas for chaining AI agents
- web scraping and data extraction capabilities
Choose Looker if…
- You want the brand AI engines rank higher (10.4 vs 4.9)
- You need SOC 2 or ISO 27001 or FedRAMP or HIPAA coverage
- Governed semantic layer and metric consistency
- Strong integration with Google Cloud, BigQuery and Workspace
AI visibility side by side
Latest weekly run · Nov 3
| Metric | Gumloop | Looker |
|---|---|---|
| Visibility score | 4.9% | 10.4% |
| Change vs last week | New | New |
| Rank in AI Agents | #24 | #13 |
| Share of voice | 1.6% | 2.5% |
| Mentions this run | 10 | 17 |
| Positive in AI answers | 33% | 30% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Gumloop 0pp · Looker 0pp over 0 weekly runs.
Engine by engine
Looker leads on 2 of 3 engines
ChatGPT
AI Mode
Perplexity
GumloopLooker
Head to head in AI answers
1 engine answers name both brands
0Gumloop ranked higher
1Looker ranked higher
| Prompt | Engine | Gumloop | Looker |
|---|---|---|---|
| Official website of the top AI agent platform vendors | Perplexity | #19 | #5 |
Features, pricing & fit
| Dimension | Gumloop | Looker |
|---|---|---|
| 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. | Google Cloud |
| Integrations | 400+ | — |
| Compliance | SOC 2 Type II, GDPR | SOC 2, ISO 27001, FedRAMP, HIPAA |
| Support | Email support, Dedicated Slack support on Enterprise, Gumloop University, Embedded Gumloop Expert on Enterprise | — |
| Founded | 2023 | — |
| Headquarters | San Francisco, CA | — |
| Employees | 11–50 | — |
| Funding | Series B · $70M raised | Series E · $280M 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
Looker
Pricing not available.
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
Looker
- Governed semantic layer and metric consistency
- Strong integration with Google Cloud, BigQuery and Workspace
- Developer-centric data modeling via LookML
- Around 4.5 out of 5 stars on Gartner Peer Insights
- Quote-only enterprise pricing starting above $60,000 a year
- Poor fit for NoSQL-heavy data stacks or standalone embedded needs
- Less suited to teams using macOS without virtual machines
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Gumloop vs Looker”, https://slateindex.ai/compare/gumloop-vs-looker, data of Nov 3, 2026. Licence: CC BY 4.0.