# Amazon QuickSight: how AI models rank it, October 2026

IT AI Recommendation Index, October 2026 Edition. Named in 4 judge labels across 1 categories by 4 of 14 models. Page: https://it-ai-index.com/vendors/amazon-quicksight/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Embedded analytics | 0% | 35 | 25% | 4 |

## What the models said for it

- "Top Pick: Amazon QuickSight (under AWS)" (Gemini 3.5 Flash, Embedded analytics)

## And against it

- "can be cost-effective for sporadic usage ... but it is less mature in customization" (Perplexity Sonar, Embedded analytics)

## In its own words

What Amazon QuickSight's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: AI-powered BI that transforms data into strategic insights for everyone through unified intelligence, actionable analytics, and democratized data access. (https://aws.amazon.com/quick/quicksight/)
- For: for everyone (https://aws.amazon.com/quick/quicksight/)
- Integrations claimed: 40 (https://aws.amazon.com/quick/quicksight/)
- Certifications: FedRAMP, HIPAA, PCI DSS, ISO, SOC

## Record

- Method: https://it-ai-index.com/methodology/
- Raw judge labels and full responses: https://it-ai-index.com/data/
- License: CC BY 4.0. Cite as IT AI Recommendation Index, October 2026 Edition, it-ai-index.com.