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LookerAgentic business intelligence and embedded analytics on Google Cloud
vs
YellowfinAnalytics made beautifully simple.
Comparison · Business Intelligence · weekly run Nov 2

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 score29.8%0.9%
Change vs last weekNewNew
Rank in Business Intelligence#3#31
Share of voice8.1%0.4%
Mentions this run422
Positive in AI answers30%0%

The stronger value in each row is marked with a ✓.

Visibility score trend

Weekly runs over the last 60 days

0%25%50%75%100%Nov 2Looker 30%

Looker 0pp · Yellowfin 0pp over 0 weekly runs.

Engine by engine

Looker leads on 3 of 3 engines

ChatGPT
37.2%
0%
AI Mode
28.5%
0%
Perplexity
23.5%
2.6%
LookerYellowfin

Head to head in AI answers

1 engine answers name both brands

1Looker ranked higher
0Yellowfin ranked higher
PromptEngineLookerYellowfin
Official website of the top business intelligence tool vendors Perplexity#4#17

Features, pricing & fit

DimensionLookerYellowfin
DeploymentGoogle CloudSelf-managed on-premise or in the cloud, or a fully managed hosted service.
ComplianceSOC 2, ISO 27001, FedRAMP, HIPAASOC 2 Type II
Founded—2003
Headquarters—Austin, Texas, United States
Employees—51–200
FundingSeries 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.