# Qlik Embedded Analytics / QAP: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 16 judge labels across 1 category by 10 of 14 models. Page: https://www.gane.ai/index/it/vendors/qlik-embedded-analytics-qap

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Embedded analytics](https://www.gane.ai/index/it/it-data/embedded-analytics/index.md) | 0% | 26 | 25% | 16 |

## What the models said for it

- "Best For: Organizations needing associative data exploration and strong on-premise/hybrid capabilities." (Qwen 3.7 Flash, Embedded analytics)
- "Unique "green/orange" exploration model; good for bridging data gaps." (Grok 4.20, Embedded analytics)
- "Offers real-time, end-to-end data integration and analytics" (Mistral Small, Embedded analytics)
- "Best for exploratory enterprise analytics: Qlik" (GPT-5.4 mini, Embedded analytics)

## And against it

- "What I'd Discourage ... overkill (and overpriced) for customer-facing use" (DeepSeek V4 Flash, Embedded analytics)
- "Platforms like Tableau, Power BI, and traditional Qlik were architected primarily for internal corporate reporting." (Gemini 3.5 Flash, Embedded analytics)
- "embedding feedback includes UI/UX mismatches, slower load times with real data, and pricing that escalates quickly" (Grok 4.20, Embedded analytics)
- "Originally built for internal BI, they may require significant adaptation for customer-facing analytics" (Mistral Small, Embedded analytics)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 1 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 1 | 1 | 1 | 3 |
| Mistral Small | 0 | 1 | 1 | 1 | 3 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 1 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 1 | 0 | 2 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Qlik Embedded Analytics / QAP, from 36 of the 40 answers that named it (only the models that return a source list).

### Domains cited

- techtarget.com: 17
- research.isg-one.com: 16
- verifiedmarketresearch.com: 14
- embeddable.com: 13
- sisense.com: 13
- boldbi.com: 12
- fortunebusinessinsights.com: 11
- technologyadvice.com: 11
- upsolve.ai: 11
- zoho.com: 11

### Pages cited

- https://research.isg-one.com/buyers-guide/analytics_and_data/embedded_analytics/2024: 15
- https://techtarget.com/news/Evaluate-8-of-the-top-embedded-analytics-tools/842843: 15
- https://verifiedmarketresearch.com/blog/top-embedded-analytics-tools: 14
- https://fortunebusinessinsights.com/blog/top-embedded-analytics-tools-offering-companies-11033: 11
- https://technologyadvice.com/blog/information-technology/embedded-analytics-software: 11
- https://boldbi.com/blog/8-power-bi-alternatives: 10
- https://software.strategy.com/blog/the-ultimate-guide-to-choosing-embedded-analytics-tools: 10
- https://qrvey.com/blog/best-embedded-analytics-tools: 8

## What it publishes

Every page qlik.com exposes, read 2026-09-29: 9979 addresses. By kind, pages and the last 90 days:

- blog: 3081 pages, 6 in the last 90 days, latest 2026-09-14
- case study: 115 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 15 pages, 6 in the last 90 days, latest 2026-09-25
- conference or event: 14 pages, 0 in the last 90 days, latest 2026-03-23
- report or ebook: 9 pages, 2 in the last 90 days, latest 2026-09-25
- comparison: 31 pages, 0 in the last 90 days, latest 2025-11-17
- template or tool: 5 pages, 0 in the last 90 days, latest 2026-02-06
- glossary or explainer: 18 pages, 6 in the last 90 days, latest 2026-09-25
- news or press: 435 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-25 glossary or explainer: What is new QlikSense https://help.qlik.com/en-US/sense/May2026/Content/Sense_Helpsites/WhatsNew/What-is-new-QlikSense.htm
- Recent: 2026-09-25 glossary or explainer: What is new May2026 https://help.qlik.com/en-US/sense/May2026/Content/Sense_Helpsites/WhatsNew/What-is-new-May2026.htm
- Recent: 2026-09-25 glossary or explainer: What is new Nov2025 https://help.qlik.com/en-US/sense/May2026/Content/Sense_Helpsites/WhatsNew/What-is-new-Nov2025.htm
- Recent: 2026-09-25 glossary or explainer: What is new May2025 https://help.qlik.com/en-US/sense/May2026/Content/Sense_Helpsites/WhatsNew/What-is-new-May2025.htm
- Recent: 2026-09-25 glossary or explainer: What is new Nov2024 https://help.qlik.com/en-US/sense/May2026/Content/Sense_Helpsites/WhatsNew/What-is-new-Nov2024.htm
- Recent: 2026-09-25 glossary or explainer: What is new May2024 https://help.qlik.com/en-US/sense/May2026/Content/Sense_Helpsites/WhatsNew/What-is-new-May2024.htm

## Record

- Method: https://www.gane.ai/index/it/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/it.