LookerAgentic business intelligence and embedded analytics on Google Cloud
vs
WorkdayRecruiting
Comparison · AI Agents · weekly run Nov 3
Looker vs Workday
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 1.7 for Workday, and ranks ahead in 67% of the answers that name both.
Choose Looker if…
- You want the brand AI engines rank higher (10.4 vs 1.7)
- AI answers describe it more positively (30% vs 29% positive)
- You need FedRAMP or HIPAA coverage
- Governed semantic layer and metric consistency
Choose Workday if…
- You need SOC 1 or ISO 27017 or ISO 27018 or ISO 27701 or EU-U.S. Data Privacy Framework (self-certified) coverage
- Strong for large enterprise HCM and workforce management
- Seamless integration within broader HR and finance ecosystem
- Deep analytics and enterprise core
AI visibility side by side
Latest weekly run · Nov 3
| Metric | Looker | Workday |
|---|---|---|
| Visibility score | 10.4% | 1.7% |
| Change vs last week | New | New |
| Rank in AI Agents | #13 | #47 |
| Share of voice | 2.5% | 0.6% |
| Mentions this run | 17 | 4 |
| Positive in AI answers | 30% | 29% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Looker 0pp · Workday 0pp over 0 weekly runs.
Engine by engine
Looker leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
LookerWorkday
Head to head in AI answers
3 engine answers name both brands
2Looker ranked higher
1Workday ranked higher
| Prompt | Engine | Looker | Workday |
|---|---|---|---|
| What should an AI agent platform integrate with? | ChatGPT | #6 | #7 |
| Best AI agent platform for enterprise | ChatGPT | #15 | #14 |
| Official website of the top AI agent platform vendors | ChatGPT | #4 | #14 |
Features, pricing & fit
| Dimension | Looker | Workday |
|---|---|---|
| Deployment | Google Cloud | Cloud-only subscription SaaS with no on-premise edition; Workday ships updates twice a year. |
| Compliance | SOC 2, ISO 27001, FedRAMP, HIPAA | SOC 1, SOC 2, ISO 27001, ISO 27017, ISO 27018, ISO 27701, EU-U.S. Data Privacy Framework (self-certified) |
| Founded | — | 2005 |
| Headquarters | — | Pleasanton, California |
| Employees | — | 5,000+ |
| Funding | Series E · $280M raised | Series B |
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
Workday
- Strong for large enterprise HCM and workforce management
- Seamless integration within broader HR and finance ecosystem
- Deep analytics and enterprise core
- Fast out-of-the-box integrations with standard systems
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Looker vs Workday”, https://slateindex.ai/compare/looker-vs-workday, data of Nov 3, 2026. Licence: CC BY 4.0.