AWSVisual low-code tool for building AWS-backed apps from Figma designs
vs
LookerAgentic business intelligence and embedded analytics on Google Cloud
Comparison · Business Intelligence · weekly run Nov 2
AWS 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 9.1 for AWS, and ranks ahead in 84% of the answers that name both.
Choose AWS if…
- You need SOC 1 or SOC 3 or ISO 27017 or ISO 27018 or ISO 27701 or PCI DSS Level 1 or DoD SRG or ISO 9001 coverage
- Core federation and multi-account management included at no extra charge
- Enterprise-grade reliability and uptime on AWS infrastructure
- Pay-as-you-go, usage-based pricing
Choose Looker if…
- You want the brand AI engines rank higher (29.8 vs 9.1)
- AI answers describe it more positively (30% vs 16% positive)
- You need HIPAA coverage
- Governed semantic layer and metric consistency
AI visibility side by side
Latest weekly run · Nov 2
| Metric | AWS | Looker |
|---|---|---|
| Visibility score | 9.1% | 29.8% |
| Change vs last week | New | New |
| Rank in Business Intelligence | #10 | #3 |
| Share of voice | 4.1% | 8.1% |
| Mentions this run | 21 | 42 |
| Positive in AI answers | 16% | 30% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
AWS 0pp · Looker 0pp over 0 weekly runs.
Engine by engine
Looker leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
AWSLooker
Head to head in AI answers
19 engine answers name both brands
3AWS ranked higher
16Looker ranked higher
| Prompt | Engine | AWS | Looker |
|---|---|---|---|
| How do I choose a business intelligence tool for a mid-market team? | ChatGPT | #8 | #3 |
| What are the best Business Intelligence tools in 2026? | ChatGPT | #12 | #3 |
| What are the best Business Intelligence tools in 2026? | AI Mode | #7 | #5 |
| Best business intelligence tool for enterprise | ChatGPT | #8 | #3 |
| Best business intelligence tool for enterprise | AI Mode | #8 | #5 |
| Which business intelligence tool has the best reviews? | AI Mode | #7 | #1 |
| Compare the leading Business Intelligence platforms | ChatGPT | #8 | #3 |
| Compare the leading Business Intelligence platforms | AI Mode | #7 | #5 |
| Compare the leading Business Intelligence platforms | Perplexity | #9 | #3 |
| Alternatives to the most popular business intelligence tool | AI Mode | #5 | #4 |
| Alternatives to the most popular business intelligence tool | Perplexity | #11 | #4 |
| How much does a business intelligence tool cost per month? | AI Mode | #9 | #8 |
Features, pricing & fit
| Dimension | AWS | Looker |
|---|---|---|
| Deployment | — | Google Cloud |
| Compliance | SOC 1, SOC 2, SOC 3, ISO 27017, ISO 27018, ISO 27701, PCI DSS Level 1, FedRAMP, DoD SRG, ISO 9001, ISO 27001 | SOC 2, ISO 27001, FedRAMP, HIPAA |
| Founded | 2021 | — |
| Headquarters | Seattle, Washington | — |
| Employees | 5,000+ | — |
| Funding | — | Series E · $280M raised |
Pros and cons
Themes from the AI answers that mention each brand
AWS
- Core federation and multi-account management included at no extra charge
- Enterprise-grade reliability and uptime on AWS infrastructure
- Pay-as-you-go, usage-based pricing
- Deep integration with the AWS ecosystem and AI tools
- Recognised by analysts such as Gartner and ISG
- Requires strong AWS engineering or technical expertise
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, “AWS vs Looker”, https://slateindex.ai/compare/aws-vs-looker, data of Nov 2, 2026. Licence: CC BY 4.0.