CrewAIThe Enterprise Agent Build & Runtime for the work your business runs on
vs
LookerAgentic business intelligence and embedded analytics on Google Cloud
Comparison · AI Agents · weekly run Nov 3
CrewAI vs Looker
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
CrewAI is the stronger AI pick in AI Agents: it has a visibility score of 17.5 versus 10.4 for Looker, and ranks ahead in 50% of the answers that name both.
Choose CrewAI if…
- You want the brand AI engines rank higher (17.5 vs 10.4)
- AI answers describe it more positively (43% vs 30% positive)
- You need a self-hosted or on-premises option
- You need SOC 2 Type II coverage
Choose Looker if…
- 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
- Developer-centric data modeling via LookML
AI visibility side by side
Latest weekly run · Nov 3
| Metric | CrewAI | Looker |
|---|---|---|
| Visibility score | 17.5% | 10.4% |
| Change vs last week | New | New |
| Rank in AI Agents | #7 | #13 |
| Share of voice | 4.9% | 2.5% |
| Mentions this run | 30 | 17 |
| Positive in AI answers | 43% | 30% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
CrewAI 0pp · Looker 0pp over 0 weekly runs.
Engine by engine
CrewAI leads on 2 of 3 engines
ChatGPT
AI Mode
Perplexity
CrewAILooker
Head to head in AI answers
6 engine answers name both brands
3CrewAI ranked higher
3Looker ranked higher
| Prompt | Engine | CrewAI | Looker |
|---|---|---|---|
| What are the best AI Agents tools in 2026? | Perplexity | #4 | #10 |
| Top AI agent platform options for B2B SaaS companies | ChatGPT | #7 | #11 |
| Compare the leading AI Agents platforms | ChatGPT | #10 | #14 |
| Is there a free AI agent platform for small teams? | AI Mode | #6 | #3 |
| Official website of the top AI agent platform vendors | ChatGPT | #23 | #4 |
| Official website of the top AI agent platform vendors | Perplexity | #15 | #5 |
Features, pricing & fit
| Dimension | CrewAI | Looker |
|---|---|---|
| Pricing model | Flat tiers | — |
| Entry price | Contact sales | — |
| Free plan | Yes | — |
| Deployment | CrewAI cloud, customer VPC on AWS, Azure or Google Cloud, or fully on-premises (AMP Factory). | Google Cloud |
| Integrations | 1000+ | — |
| Compliance | SOC 2 Type II | SOC 2, ISO 27001, FedRAMP, HIPAA |
| Support | Community forum, Dedicated support with Slack/Teams channel, Support contact, On-site support | — |
| Headquarters | San Francisco, CA | — |
| Employees | 11–50 | — |
| Funding | Series B | Series E · $280M raised |
| Best for | Enabling business and technical teams to build agents while giving platform teams the control to govern them. | — |
Plans side by side
Looker
Pricing not available.
Pros and cons
Themes from the AI answers that mention each brand
CrewAI
- Fastest path to a working multi-agent demo
- Strong for complex multi-agent and role-based workflows
- Free open-source Python framework
- Good for quickly prototyping multi-agent systems
- Industry standard for pro-code multi-agent orchestration
- Better suited to developers than nontechnical users
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, “CrewAI vs Looker”, https://slateindex.ai/compare/crewai-vs-looker, data of Nov 3, 2026. Licence: CC BY 4.0.