Google ADKOpen-source framework for building and deploying AI agents
vs
LookerAgentic business intelligence and embedded analytics on Google Cloud
Comparison · AI Agents · weekly run Nov 3
Google ADK 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 AI Agents: it has a visibility score of 10.4 versus 0.7 for Google ADK.
Choose Google ADK if…
- native multimodal processing of text, video, audio, and code
Choose Looker if…
- You want the brand AI engines rank higher (10.4 vs 0.7)
- 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
AI visibility side by side
Latest weekly run · Nov 3
| Metric | Google ADK | Looker |
|---|---|---|
| Visibility score | 0.7% | 10.4% |
| Change vs last week | New | New |
| Rank in AI Agents | #64 | #13 |
| Share of voice | 0.3% | 2.5% |
| Mentions this run | 2 | 17 |
| Positive in AI answers | 0% | 30% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Google ADK 0pp · Looker 0pp over 0 weekly runs.
Engine by engine
Looker leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
Google ADKLooker
Head to head in AI answers
0 engine answers name both brands
0Google ADK ranked higher
0Looker ranked higher
Features, pricing & fit
| Dimension | Google ADK | Looker |
|---|---|---|
| Deployment | Vertex AI Agent Engine Runtime is recommended; agents can also run on Cloud Run or Google Kubernetes Engine. | Google Cloud |
| Compliance | — | SOC 2, ISO 27001, FedRAMP, HIPAA |
| Headquarters | Googleplex, Mountain View, California (parent company Alphabet) | — |
| Employees | 5,000+ | — |
| Funding | — | Series E · $280M raised |
Pros and cons
Themes from the AI answers that mention each brand
Google ADK
- native multimodal processing of text, video, audio, and code
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, “Google ADK vs Looker”, https://slateindex.ai/compare/google-adk-vs-looker, data of Nov 3, 2026. Licence: CC BY 4.0.