# GoodData: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 28 judge labels across 1 category by 14 of 14 models. Page: https://www.gane.ai/index/it/vendors/gooddata

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Embedded analytics](https://www.gane.ai/index/it/it-data/embedded-analytics/index.md) | 0% | 17 | 7% | 28 |

## What the models said for it

- "The top choice for SaaS providers who need to offer "analytics as a feature" to their own customers." (Qwen 3.7 Flash, Embedded analytics)
- "Switch to GoodData if you realize your clients are complex enterprises demanding deep customization and row-level security automation" (Qwen 3.7 Flash, Embedded analytics)
- "Choose Looker or GoodData if consistent metrics, governed definitions, and analytics-as-code matter most." (Perplexity Sonar, Embedded analytics)
- "Need enterprise-grade governance, self-hosting and strict row-level security from day one: GoodData." (Muse Glimmer 30B, Embedded analytics)

## And against it

- "Alternatives to Avoid for Budgets: Enterprise-focused like GoodData" (Grok 4.20, Embedded analytics)
- "Pricing is enterprise-oriented (not “budget-friendly” by default)" (GLM 4.7 FlashX, Embedded analytics)

## By model

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

## Sources returned with these answers

The sites and pages cited by the answers that named GoodData, from 62 of the 73 answers that named it (only the models that return a source list).

### Domains cited

- boldbi.com: 24
- omni.co: 23
- qrvey.com: 23
- embeddable.com: 21
- holistics.io: 21
- sisense.com: 20
- upsolve.ai: 20
- zoho.com: 18
- draxlr.com: 17
- cube.dev: 15

### Pages cited

- https://boldbi.com/blog/8-power-bi-alternatives: 19
- https://qrvey.com/blog/best-embedded-analytics-tools: 18
- https://omni.co/articles/best-embedded-analytics-tools-2026: 17
- https://cube.dev/articles/best-embedded-analytics-platforms-2026: 15
- https://draxlr.com/blogs/best-embedded-analytics-tools: 14
- https://research.isg-one.com/buyers-guide/analytics_and_data/embedded_analytics/2024: 14
- https://verifiedmarketresearch.com/blog/top-embedded-analytics-tools: 14
- https://mammoth.io/blog/embedded-analytics-tools: 13

## In its own words

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

- Positioning: The trusted analytics platform designed to power AI-enabled, agentic, and embedded decision-making with a governed semantic foundation. (https://gooddata.ai/)
- For: small & medium companies; large companies (https://www.gooddata.ai/pricing)
- Price stated: Per-workspace pricing; Custom pricing (https://www.gooddata.ai/pricing)
- Free plan or trial: Free Trial (https://gooddata.ai/)
- Certifications: ISO 27001, SOC 2 Type II, HIPAA
- Hosting: US, EU, Australia, Canada, Singapore, India, Japan, Middle East
- Customers named: Kantata, Blackhyve, Zartico, Boozt, Fuel Studios, MSX International, FCM Travel Solutions, DXC Technology

## What it publishes

Every page gooddata.ai exposes, read 2026-09-29: 3099 addresses. By kind, pages and the last 90 days:

- blog: 686 pages, 15 in the last 90 days, latest 2026-09-22
- case study: 35 pages, 0 in the last 90 days, latest 2025-10-08
- webinar or virtual event: 10 pages, 0 in the last 90 days, latest undated
- conference or event: 78 pages, 0 in the last 90 days, latest undated
- report or ebook: 21 pages, 0 in the last 90 days, latest 2026-03-20
- comparison: 21 pages, 0 in the last 90 days, latest 2026-04-23
- template or tool: 2 pages, 0 in the last 90 days, latest 2026-05-12
- glossary or explainer: 84 pages, 2 in the last 90 days, latest 2026-09-09
- podcast or video: 2 pages, 0 in the last 90 days, latest undated
- news or press: 175 pages, 4 in the last 90 days, latest 2026-09-23
- Recent: 2026-09-23 news or press: Gooddata ai launches ai observability to track trace and trust enterprise ai https://www.gooddata.ai/press-releases/gooddata-ai-launches-ai-observability-to-track-trace-and-trust-enterprise-ai
- Recent: 2026-09-22 blog: Anomaly detection product tour https://www.gooddata.ai/resources/anomaly-detection-product-tour
- Recent: 2026-09-22 blog: The roi of ai observability reducing token spend and infrastructure costs https://www.gooddata.ai/resources/the-roi-of-ai-observability-reducing-token-spend-and-infrastructure-costs
- Recent: 2026-09-21 blog: Ai observability tools https://www.gooddata.ai/blog/ai-observability-tools
- Recent: 2026-09-16 blog: Ai governance starts with usage visibility https://www.gooddata.ai/blog/ai-governance-starts-with-usage-visibility
- Recent: 2026-09-10 blog: Ai agent observability inside an agentic analytics platform https://www.gooddata.ai/blog/ai-agent-observability-inside-an-agentic-analytics-platform

## 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.