# Sisense: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 50 judge labels across 1 category by 14 of 14 models. Page: https://www.gane.ai/index/it/vendors/sisense

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Embedded analytics](https://www.gane.ai/index/it/it-data/embedded-analytics/index.md) | 11% | 3 | 24% | 50 |

## What the models said for it

- "Sisense is widely considered the premier embedded analytics platform, especially for complex data environments." (DeepSeek V4 Flash, Embedded analytics)
- "If you're building a SaaS product: start with Sisense, ThoughtSpot Embedded, GoodData, or Qrvey" (GPT-5.4 mini, Embedded analytics)
- "The Best All-Rounder: Sisense ... widely considered the gold standard for mid-market companies" (Qwen 3.7 Flash, Embedded analytics)
- "If you need the analytics to look *exactly* like your app ... choose GoodData or Sisense." (Qwen 3.7 Flash, Embedded analytics)

## And against it

- "Verdict: Exercise extreme caution, especially for sensitive data" (Kimi K2, Embedded analytics)
- "Avoid high-end tools like Tableau ($75+/user), Sisense ($399+)" (Grok 4.20, Embedded analytics)
- "Avoid platforms like Luzmo ($2,000+/month), Sisense" (DeepSeek V4 Flash, Embedded analytics)
- "criticism for inconsistent performance, complex setup, and recent shifts in ownership/support that led to reliability concerns" (Grok 4.20, Embedded analytics)

## By model

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

## Sources returned with these answers

The sites and pages cited by the answers that named Sisense, from 129 of the 140 answers that named it (only the models that return a source list).

### Domains cited

- qrvey.com: 54
- upsolve.ai: 47
- embeddable.com: 43
- omni.co: 38
- techtarget.com: 37
- zoho.com: 37
- draxlr.com: 36
- boldbi.com: 35
- holistics.io: 34
- sisense.com: 34 (its own site)

### Pages cited

- https://qrvey.com/blog/best-embedded-analytics-tools: 44
- https://techtarget.com/news/Evaluate-8-of-the-top-embedded-analytics-tools/842843: 34
- https://mammoth.io/blog/embedded-analytics-tools: 30
- https://research.isg-one.com/buyers-guide/analytics_and_data/embedded_analytics/2024: 30
- https://draxlr.com/blogs/best-embedded-analytics-tools: 29
- https://boldbi.com/blog/8-power-bi-alternatives: 26
- https://verifiedmarketresearch.com/blog/top-embedded-analytics-tools: 26
- https://omni.co/articles/best-embedded-analytics-tools-2026: 25

## In its own words

What Sisense's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: AI-powered embedded analytics platform (https://sisense.com/)
- For: customers with customer-facing products (https://sisense.com/)
- Free plan or trial: Try free (https://www.sisense.com/plans)
- Certifications: HIPAA, SOC 2 Type II, ISO 27001, ISO 27701, ISO 42001
- Hosting: SaaS, dedicated cloud, on-prem, AWS, Azure, GCP
- Customers named: Cropin, Bigtincan, Tessitura, Barrios, Funraise, iQuantiv, WalMart, PepsiCo

## What it publishes

Every page sisense.com exposes, read 2026-09-29: 5167 addresses. By kind, pages and the last 90 days:

- blog: 126 pages, 2 in the last 90 days, latest 2026-09-25
- case study: 2 pages, 0 in the last 90 days, latest 2024-08-26
- webinar or virtual event: 34 pages, 2 in the last 90 days, latest 2026-09-17
- conference or event: 44 pages, 0 in the last 90 days, latest 2024-08-26
- report or ebook: 1765 pages, 1 in the last 90 days, latest 2026-08-03
- comparison: 11 pages, 2 in the last 90 days, latest 2026-08-25
- glossary or explainer: 65 pages, 1 in the last 90 days, latest 2026-09-25
- news or press: 48 pages, 0 in the last 90 days, latest 2026-05-04
- Recent: 2026-09-25 blog: Generative ai for data analytics https://www.sisense.com/blog/generative-ai-for-data-analytics
- Recent: 2026-09-25 glossary or explainer: Agentic analytics https://www.sisense.com/glossary/agentic-analytics
- Recent: 2026-09-17 webinar or virtual event: Whats new with sisense oct 2026 https://www.sisense.com/webinars/whats-new-with-sisense-oct-2026
- Recent: 2026-08-25 comparison: Sisense vs omni https://www.sisense.com/solutions/sisense-vs-omni
- Recent: 2026-08-14 blog: Product updates 2026 3 mcp search csdkplugins https://www.sisense.com/blog/product-updates-2026-3-mcp-search-csdkplugins
- Recent: 2026-08-05 webinar or virtual event: Success series sustainable customizations in sisense https://www.sisense.com/webinars/success-series-sustainable-customizations-in-sisense

## 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.