C3 AIThe Agentic Operating System for Enterprise AI
vs
LookerAgentic business intelligence and embedded analytics on Google Cloud
Comparison · AI Agents · weekly run Nov 3
C3 AI 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 0.9 for C3 AI, and ranks ahead in 100% of the answers that name both.
Choose C3 AI if…
- You need SOC 1 or SOC 3 or FedRAMP Moderate or FISMA or FIPS 140-2 or ITAR or PCI DSS Level 1 or DoD IL5 or DoD IL6 coverage
- Enterprise-scale AI solutions
Choose Looker if…
- You want the brand AI engines rank higher (10.4 vs 0.9)
- You need ISO 27001 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 | C3 AI | Looker |
|---|---|---|
| Visibility score | 0.9% | 10.4% |
| Change vs last week | New | New |
| Rank in AI Agents | #59 | #13 |
| Share of voice | 0.5% | 2.5% |
| Mentions this run | 3 | 17 |
| Positive in AI answers | — | 30% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
C3 AI 0pp · Looker 0pp over 0 weekly runs.
Engine by engine
Looker leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
C3 AILooker
Head to head in AI answers
2 engine answers name both brands
0C3 AI ranked higher
2Looker ranked higher
| Prompt | Engine | C3 AI | Looker |
|---|---|---|---|
| Which AI Agents vendors do analysts recommend? | ChatGPT | #23 | #13 |
| Which AI Agents vendors do analysts recommend? | Perplexity | #20 | #14 |
Features, pricing & fit
| Dimension | C3 AI | Looker |
|---|---|---|
| Deployment | The company says its platform runs across any infrastructure. | Google Cloud |
| Compliance | SOC 1, SOC 2, SOC 3, FedRAMP, FedRAMP Moderate, FISMA, FIPS 140-2, ITAR, HIPAA, PCI DSS Level 1, DoD IL5, DoD IL6 | SOC 2, ISO 27001, FedRAMP, HIPAA |
| Support | Customer Support Portal, 24/7 support line in customer contract, Email support@c3.ai | — |
| Founded | 2009 | — |
| Headquarters | Redwood City, California | — |
| Employees | 1,001–5,000 | — |
| Funding | IPO | Series E · $280M raised |
| Best for | Large operators in defense and intelligence, maritime, manufacturing, federal government, oil and gas, utilities and healthcare. | — |
Pros and cons
Themes from the AI answers that mention each brand
C3 AI
- Enterprise-scale AI solutions
- Placed in ISG's Merit tier rather than top tiers
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, “C3 AI vs Looker”, https://slateindex.ai/compare/c3-ai-vs-looker, data of Nov 3, 2026. Licence: CC BY 4.0.