Looker vs Oracle Analytics Cloud
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 Business Intelligence: it has a visibility score of 29.8 versus 4.6 for Oracle Analytics Cloud, and ranks ahead in 100% of the answers that name both.
Choose Looker if…
- You want the brand AI engines rank higher (29.8 vs 4.6)
- 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
Choose Oracle Analytics Cloud if…
- AI answers describe it more positively (50% vs 30% positive)
- You need a self-hosted or on-premises option
- You need TX-RAMP coverage
- Recommended for enterprise BI software shortlists
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Looker | Oracle Analytics Cloud |
|---|---|---|
| Visibility score | 29.8% | 4.6% |
| Change vs last week | New | New |
| Rank in Business Intelligence | #3 | #17 |
| Share of voice | 8.1% | 1.3% |
| Mentions this run | 42 | 7 |
| Positive in AI answers | 30% | 50% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Looker 0pp · Oracle Analytics Cloud 0pp over 0 weekly runs.
Engine by engine
Looker leads on 3 of 3 engines
Head to head in AI answers
4 engine answers name both brands
| Prompt | Engine | Looker | Oracle Analytics Cloud |
|---|---|---|---|
| Which Business Intelligence vendors do analysts recommend? | ChatGPT | #8 | #11 |
| Which Business Intelligence vendors do analysts recommend? | Perplexity | #4 | #8 |
| Official website of the top business intelligence tool vendors | ChatGPT | #5 | #8 |
| Official website of the top business intelligence tool vendors | Perplexity | #4 | #8 |
Features, pricing & fit
| Dimension | Looker | Oracle Analytics Cloud |
|---|---|---|
| Deployment | Google Cloud | Cloud service on Oracle Cloud Infrastructure, on-premises Oracle Analytics Server, or hybrid |
| Compliance | SOC 2, ISO 27001, FedRAMP, HIPAA | TX-RAMP |
| Headquarters | — | Austin, Texas (2300 Oracle Way), parent Oracle Corporation |
| Employees | — | 5,000+ |
| Funding | Series E · $280M raised | — |
Pros and cons
Themes from the AI answers that mention each brand
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
Oracle Analytics Cloud
- Recommended for enterprise BI software shortlists
- Included among major BI platforms in Gartner's 2026 evaluation
- Frequently compared with leading BI tools in rankings
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Looker vs Oracle Analytics Cloud”, https://slateindex.ai/compare/looker-vs-oracle-analytics-cloud, data of Nov 2, 2026. Licence: CC BY 4.0.