LookerAgentic business intelligence and embedded analytics on Google Cloud
vs
Semantic KernelOpen-source SDK for adding AI models to C#, Python, and Java applications.
Comparison · AI Agents · weekly run Nov 3
Looker vs Semantic Kernel
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 0 for Semantic Kernel.
Choose Looker if…
- You want the brand AI engines rank higher (10.4 vs 0)
- 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 Semantic Kernel if…
No clear advantage in the published data.
AI visibility side by side
Latest weekly run · Nov 3
| Metric | Looker | Semantic Kernel |
|---|---|---|
| Visibility score | 10.4% | 0% |
| Change vs last week | New | New |
| Rank in AI Agents | #13 | #80 |
| Share of voice | 2.5% | 0% |
| Mentions this run | 17 | 0 |
| Positive in AI answers | 30% | — |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Looker 0pp · Semantic Kernel 0pp over 0 weekly runs.
Engine by engine
Looker leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
LookerSemantic Kernel
Head to head in AI answers
0 engine answers name both brands
0Looker ranked higher
0Semantic Kernel ranked higher
Features, pricing & fit
| Dimension | Looker | Semantic Kernel |
|---|---|---|
| Deployment | Google Cloud | Self-managed or Azure |
| Compliance | SOC 2, ISO 27001, FedRAMP, HIPAA | — |
| Founded | — | 2023 |
| Headquarters | — | Redmond, Washington |
| Employees | — | 5,000+ |
| Funding | Series E · $280M raised | — |
| Best for | — | Developers adding AI models to C#, Python, or Java applications |
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
Semantic Kernel
Profile in progress.
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Looker vs Semantic Kernel”, https://slateindex.ai/compare/looker-vs-semantic-kernel, data of Nov 3, 2026. Licence: CC BY 4.0.