Looker vs Yellowfin
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 0.9 for Yellowfin, 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 0.9)
- AI answers describe it more positively (30% vs 0% positive)
- You need SOC 2 or ISO 27001 or FedRAMP or HIPAA coverage
- Governed semantic layer and metric consistency
Choose Yellowfin if…
- You need SOC 2 Type II coverage
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Looker | Yellowfin |
|---|---|---|
| Visibility score | 29.8% | 0.9% |
| Change vs last week | New | New |
| Rank in Business Intelligence | #3 | #31 |
| Share of voice | 8.1% | 0.4% |
| Mentions this run | 42 | 2 |
| Positive in AI answers | 30% | 0% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Looker 0pp · Yellowfin 0pp over 0 weekly runs.
Engine by engine
Looker leads on 3 of 3 engines
Head to head in AI answers
1 engine answers name both brands
| Prompt | Engine | Looker | Yellowfin |
|---|---|---|---|
| Official website of the top business intelligence tool vendors | Perplexity | #4 | #17 |
Features, pricing & fit
| Dimension | Looker | Yellowfin |
|---|---|---|
| Deployment | Google Cloud | Self-managed on-premise or in the cloud, or a fully managed hosted service. |
| Compliance | SOC 2, ISO 27001, FedRAMP, HIPAA | SOC 2 Type II |
| Founded | — | 2003 |
| Headquarters | — | Austin, Texas, United States |
| Employees | — | 51–200 |
| Funding | Series E · $280M raised | — |
| Best for | — | Software vendors (ISVs and OEMs) that want to embed white-labelled analytics in their applications, and enterprises that need self-service BI. |
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
Yellowfin
Profile in progress.
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Looker vs Yellowfin”, https://slateindex.ai/compare/looker-vs-yellowfin, data of Nov 2, 2026. Licence: CC BY 4.0.