Embedded analytics · RankedGoodData
GoodData is an analytics platform used for embedded analytics and business intelligence, including semantic layers · gooddata.ai ↗
Read the same way at every company size.
The standing depends on who is buying. Every model is asked the same questions for each company size.
Metabase is first at 34%.
Metabase is first at 30%. 0 of 14 models made it the first choice when asked directly.
Sisense is first at 30%.
Why models recommend it
“The top choice for SaaS providers who need to offer "analytics as a feature" to their own customers.”Qwen 3.7 Flash · Comparative question · first choice
“Switch to GoodData if you realize your clients are complex enterprises demanding deep customization and row-level security automation”Qwen 3.7 Flash · Paraphrase question · alternative
“Choose Looker or GoodData if consistent metrics, governed definitions, and analytics-as-code matter most.”Perplexity Sonar · Comparative question · alternative
“Need enterprise-grade governance, self-hosting and strict row-level security from day one: GoodData.”Muse Glimmer 30B · Paraphrase question · alternative
What gives them pause
“Alternatives to Avoid for Budgets: Enterprise-focused like GoodData”Grok 4.20 · Budget-constrained question · warning
“Pricing is enterprise-oriented (not “budget-friendly” by default)”GLM 4.7 FlashX · Budget-constrained question · warning
Also on the shortlist
The products named in the same answers as GoodData, over the 73 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 56 | 16 | View → | |
| 53 | 0 | View → | |
| 40 | 1 | View → | |
| 39 | 2 | View → | |
| 35 | 10 | View → | |
| 33 | 2 | View → | |
| 31 | 5 | View → | |
| 29 | 1 | View → | |
| 24 | 3 | View → | |
| 23 | 2 | View → |
What the models named instead of GoodData →
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on GoodData's own site, not checked by Gane.
- For
- small & medium companies; large companies
- Price stated
- Per-workspace pricing; Custom pricing
- Free plan or trial
- Free Trial
- 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
How this is measured
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Sources returned with these answers
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 62 of the 73 answers that named GoodData and are not a share of its labels.
Domains cited
202 of the 202 domain citations in answers naming GoodData came from a third party's page.
Pages cited
Pages are listed as the models cited them.
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 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 686 | 15 | 2026-09-22 | ||
| News or press | 175 | 4 | 2026-09-23 | ||
| Glossary or explainer | 84 | 2 | 2026-09-09 | ||
| Conference or event | 78 | undated | |||
| Case study | 35 | 0 | 2025-10-08 | ||
| Report or ebook | 21 | 0 | 2026-03-20 | ||
| Comparison | 21 | 0 | 2026-04-23 | ||
| Webinar or virtual event | 10 | undated | |||
| Template or tool | 2 | 0 | 2026-05-12 | ||
| Podcast or video | 2 | undated |
Most recent
- 2026-09-23Gooddata ai launches ai observability to track trace and trust enterprise ai news or press
- 2026-09-22Anomaly detection product tour blog
- 2026-09-22The roi of ai observability reducing token spend and infrastructure costs blog
- 2026-09-21Ai observability tools blog
- 2026-09-16Ai governance starts with usage visibility blog
- 2026-09-10Ai agent observability inside an agentic analytics platform blog
How it is countedHide how it is counted
Every page gooddata.ai exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.