Tool profile
GoodData: cost, fit and limits
GoodData is an analytics platform sold at gooddata.ai that lets software companies embed dashboards, a semantic layer and AI assistants into their own products, with a workspace model that keeps each customer's data separate. Its plans are annual.
What to know first
GoodData has two plans, Professional and Enterprise, and publishes no price for either. Professional is billed as a platform fee plus a charge per workspace, on annual contracts, and already includes the React and Python SDKs, web components and white-labeling. Enterprise adds the AI Assistant, custom agents and an MCP server. A default of 30 AI queries per user per day applies, and a free trial link exists without published terms.
GoodData at a glance
| Maker | Not stated on the vendor pages, Not stated on the vendor pages |
|---|---|
| Free plan | Free trial only |
| Entry price | Quote only |
| API access | Yes |
| Category | Best AI Embedded Analytics Software in 2026, rank 2 of 13 |
| Website | gooddata.ai |
Who GoodData is best for
Products serving many customer accounts
Hierarchical workspaces and a declarative API are built for giving each customer a separate analytics space that can still inherit shared models.
Teams moving off another BI tool
Migration agents convert Power BI, Tableau and Looker reports, which shortens the move for a company with a large report backlog.
Companies building their own AI agents
The Enterprise MCP server lists more than 30 tools and the platform names an A2A protocol, so outside agents can work with governed metrics.
GoodData plans and pricing
| Plan | Price | What it includes |
|---|---|---|
| Professional | Not published; platform fee plus per-workspace charge | Unlimited users and data, major warehouse connectors, embedding via iFrame, Web Components, APIs and SDKs with white-labeling, AI Context Management and Embedded AI, standard support. |
| Enterprise | Custom use-case-based pricing | Adds an AI Assistant with 20-plus analytics skills, custom agents, AI Memory, bring-your-own LLM, a 30-plus tool MCP server, dedicated cluster and a 99.5% uptime SLA. |
| AI query buckets | Not published | Extra AI queries can be bought beyond the configurable default of 30 per user per day. |
| Free trial | Free; terms not published | A trial link sits in the site header. Length and limits are not shown on the pricing page. |
Checked November 2026.
What GoodData does
- Context Management and Analytics Catalog
- Gives AI a curated description of metrics and data, so generated answers lean on approved definitions instead of guessing at column names, and Embedded AI ships with React and Python SDKs.
- Multi-tenant workspaces
- A hierarchy of workspaces plus a declarative API lets a team create and update many separate customer environments from code, while still inheriting shared models from a parent workspace.
- Embedding options
- iFrame, Web Components, APIs, a React SDK and a Python SDK, all with white-labeling, are on the Professional plan, so a team can pick the integration depth that fits its front end.
- AI Lake
- On Enterprise, FlexConnect, data embedding, a vector store and knowledge graphs sit together in a layer meant for AI workloads, alongside Apache Iceberg zero-copy access shared across engines.
- Migration agents
- Agents convert Power BI, Tableau and Looker reports into GoodData, which cuts the effort of moving a large report backlog into a product-embedded setup. The site names Power BI, Tableau and Looker as sources.
How GoodData handles your data
GoodData's pricing page lists SOC 2, GDPR and ISO 27001 compliance for Professional, and HIPAA and FedRAMP on demand for Enterprise. Professional runs as SaaS on AWS or Azure, with other regions and self-hosting available on request. The pages checked did not state whether customer data trains AI models, nor how long data or query history is retained, so those answers need a written reply or the contract. Bring-your-own LLM is listed on Enterprise only.
Where GoodData falls short in practice
- Fair-usage cap on AI. A default of 30 AI queries per user per day applies. Customers can configure it, but the allotment for each tier is not published, so heavy AI use needs a conversation about buckets.
- Limited caches. AI Lake cache and FlexQuery storage on Professional are described as limited, with no quantities shown, which makes it hard to size a plan for large datasets before talking to sales.
- Contract rules. Plans are annual and downgrades are not allowed before the contract ends, though upgrades are allowed at any time, so an over-sized first purchase stays on the books for a year.
Works with
Alternatives to GoodData
GoodData: common questions
How is GoodData priced?
GoodData publishes no amounts. Professional is billed per workspace, as a platform fee plus the number of workspaces, and Enterprise is custom by use case. Contracts are annual, and upgrades are allowed at any time. Downgrades are not allowed before the contract ends. Checked November 2026.
Which GoodData plan includes the SDKs?
Professional lists embedding via iFrame, Web Components, APIs, and React and Python SDKs with white-labeling. Enterprise includes everything in Professional. So a team does not need the custom tier just to embed, though the AI Assistant and MCP server sit on Enterprise.
Is there a limit on AI questions in GoodData?
The pricing page names a default fair-usage cap of 30 AI queries per user per day, which customers can configure. The allotment per tier is not published, and buckets of extra queries can be bought at an unpublished price. Buckets of extra queries are a purchasable extra, so ask for the rate.
Can GoodData convert reports from other BI tools?
The site lists migration agents that convert Power BI, Tableau and Looker reports into GoodData. The pages checked do not say how much of a complex report converts automatically, so test a representative report before committing to a plan. Test a representative report first and compare the converted dashboard with the source.
Where does GoodData host customer data?
Professional runs as SaaS on AWS or Azure, and other regions or self-hosting are available on demand. Enterprise lists multi-region and self-hosted options and a dedicated cluster. A buyer with a residency rule should ask for the exact region in writing.