LangGraphLow-level orchestration framework and runtime for long-running, stateful agents.
vs
LookerAgentic business intelligence and embedded analytics on Google Cloud
Comparison · AI Agents · weekly run Nov 3
LangGraph vs Looker
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
LangGraph is the stronger AI pick in AI Agents: it has a visibility score of 24.4 versus 10.4 for Looker, and ranks ahead in 40% of the answers that name both.
Choose LangGraph if…
- You want the brand AI engines rank higher (24.4 vs 10.4)
- AI answers describe it more positively (44% vs 30% positive)
- You need a self-hosted or on-premises option
- You need SOC 2 Type II or ISO 27001:2022 or GDPR coverage
Choose Looker if…
- You need SOC 2 or ISO 27001 or FedRAMP 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 | LangGraph | Looker |
|---|---|---|
| Visibility score | 24.4% | 10.4% |
| Change vs last week | New | New |
| Rank in AI Agents | #4 | #13 |
| Share of voice | 5.3% | 2.5% |
| Mentions this run | 33 | 17 |
| Positive in AI answers | 44% | 30% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
LangGraph 0pp · Looker 0pp over 0 weekly runs.
Engine by engine
LangGraph leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
LangGraphLooker
Head to head in AI answers
10 engine answers name both brands
4LangGraph ranked higher
6Looker ranked higher
| Prompt | Engine | LangGraph | Looker |
|---|---|---|---|
| How do I choose an AI agent platform for a mid-market team? | AI Mode | #5 | #3 |
| How do companies build and deploy AI agents that automate work without a dedicated tool? | ChatGPT | #7 | #3 |
| How do companies build and deploy AI agents that automate work without a dedicated tool? | AI Mode | #3 | #1 |
| What is the difference between an AI agent platform and MLOps Platforms? | ChatGPT | #5 | #6 |
| What are the best AI Agents tools in 2026? | Perplexity | #3 | #10 |
| Top AI agent platform options for B2B SaaS companies | ChatGPT | #2 | #11 |
| Compare the leading AI Agents platforms | ChatGPT | #6 | #14 |
| Is there a free AI agent platform for small teams? | AI Mode | #7 | #3 |
| Official website of the top AI agent platform vendors | ChatGPT | #25 | #4 |
| Official website of the top AI agent platform vendors | Perplexity | #13 | #5 |
Features, pricing & fit
| Dimension | LangGraph | Looker |
|---|---|---|
| Deployment | SaaS in US and EU regions, plus self-hosted and hybrid options available on Enterprise only. | Google Cloud |
| Compliance | SOC 2 Type II, ISO 27001:2022, GDPR, HIPAA | SOC 2, ISO 27001, FedRAMP, HIPAA |
| Headquarters | San Francisco | — |
| Funding | Series B | Series E · $280M raised |
| Best for | Teams building long-running, stateful AI agents. | — |
Pros and cons
Themes from the AI answers that mention each brand
LangGraph
- Production standard for stateful, multi-agent workflows
- Strong engineering control for complex, cyclical agent logic
- Widely adopted open-source developer framework
- Best choice for autonomous AI agents
- Heavy developer framework that requires coding effort
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, “LangGraph vs Looker”, https://slateindex.ai/compare/langgraph-vs-looker, data of Nov 3, 2026. Licence: CC BY 4.0.