GoodData 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 Business Intelligence: it has a visibility score of 29.8 versus 0.9 for GoodData, and ranks ahead in 100% of the answers that name both.
Choose GoodData if…
- AI answers describe it more positively (67% vs 30% positive)
- You need a self-hosted or on-premises option
- You need SOC 2 Type II or GDPR or WCAG 2.1 AA coverage
- Embedded analytics for customer-facing SaaS products
Choose Looker if…
- You want the brand AI engines rank higher (29.8 vs 0.9)
- You need SOC 2 or FedRAMP or HIPAA coverage
- Governed semantic layer and metric consistency
- Strong integration with Google Cloud, BigQuery and Workspace
AI visibility side by side
Latest weekly run · Nov 2
| Metric | GoodData | Looker |
|---|---|---|
| Visibility score | 0.9% | 29.8% |
| Change vs last week | New | New |
| Rank in Business Intelligence | #30 | #3 |
| Share of voice | 0.5% | 8.1% |
| Mentions this run | 3 | 42 |
| Positive in AI answers | 67% | 30% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
GoodData 0pp · Looker 0pp over 0 weekly runs.
Engine by engine
Looker leads on 3 of 3 engines
Head to head in AI answers
3 engine answers name both brands
| Prompt | Engine | GoodData | Looker |
|---|---|---|---|
| Top business intelligence tool options for B2B SaaS companies | ChatGPT | #8 | #2 |
| Top business intelligence tool options for B2B SaaS companies | Perplexity | #12 | #3 |
| Official website of the top business intelligence tool vendors | ChatGPT | #18 | #5 |
Features, pricing & fit
| Dimension | GoodData | Looker |
|---|---|---|
| Pricing model | Flat tiers | — |
| Entry price | Contact sales | — |
| Free plan | No · 30-day trial | — |
| Deployment | Fully managed SaaS on AWS and Azure, with dedicated cluster, multi-region and self-hosted options on demand | Google Cloud |
| Compliance | SOC 2 Type II, ISO 27001, GDPR, WCAG 2.1 AA | SOC 2, ISO 27001, FedRAMP, HIPAA |
| Support | 24/7 technical support worldwide, Community support through a Slack channel, Enterprise: 24/7 prioritized SLAs and a dedicated customer success manager, Enterprise: 99.5% guaranteed uptime SLA | — |
| Founded | 2007 | — |
| Headquarters | San Francisco, California, United States | — |
| Employees | 201–500 | — |
| Funding | Last raise (CB Insights) | Series E · $280M raised |
| Best for | Small and medium companies on the Professional plan, and large enterprises on the Enterprise plan, that build embedded analytics, data products and governed AI on one platform | — |
Plans side by side
GoodData
Looker
Pricing not available.
Pros and cons
Themes from the AI answers that mention each brand
GoodData
- Embedded analytics for customer-facing SaaS products
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, “GoodData vs Looker”, https://slateindex.ai/compare/gooddata-vs-looker, data of Nov 2, 2026. Licence: CC BY 4.0.