This page provides details about superset.apache.org (Developer Tools) which was ranked #25 out of 255 in the list of sources (11 citations (1% share)) in answers from AI models (Anthropic Claude Sonnet (latest),
OpenAI ChatGPT Latest,
X.AI Grok (latest)) when they were asked the following 3 questions: "What are the best Analytics & BI options available today? Please provide a comprehensive overview including: the leading brands and products, top companies and service providers, recognized experts and thought leaders, promising startups and new market entrants, major industry events and conferences, active communities and forums, and influential publications and media covering this space.", "What does the Analytics & BI industry look like right now? Identify the dominant market leaders and brands, best products and services, key companies and providers, influential figures and thought leaders, emerging startups and trends, major conferences and events, active professional communities, and the top publications and media that cover this industry.", "If I'm looking to get into Analytics & BI, who and what should I know about? Include the most trusted brands, recommended products and services, reputable companies and providers, influential experts and reviewers to follow, helpful communities and resources, important events and conferences, notable startups disrupting the space, and key publications and media channels to stay informed." on Dec 30, 2025 by AI Chat Watch. This source is referenced for brands: Metabase, Apache Superset, Preset.
| Model | Voice | Position | Citations |
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{{ getInfluenceForBot(bot.id) }} | {{ getPositionForBot(bot.id) }} | {{ getMentionsForBot(bot.id) }} |
| URL Path | Citations | Position |
|---|---|---|
| superset.apache.org | 11 | 32 |
| Brand | Voice | Mentions |
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6.2% | 15 |
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5.9% | 15 |
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2.6% | 8 |
What are the best Analytics & BI options available today? Please provide a comprehensive overview including: the leading brands and products, top companies and service providers, recognized experts and thought leaders, promising startups and new market entrants, major industry events and conferences, active communities and forums, and influential publications and media covering this space.
[...] Python, and R support - Notebooks and reports 17. **[Metabase](https://www.metabase.com/)** - Open-source BI tool - Simple setup - Free tier available 18. **[Redash](https://redash.io/)** - Open-source data visualization - Query-based visualizations - Dashboard sharing 19. **[Apache Superset](https://superset.apache.org/)** - Open-source visualization platform - Modern web interface - Extensible architecture 20. **[Grafana](https://grafana.com/)** - Observability and analytics - Time-series focus - Plugin ecosystem ### Specialized Analytics Solutions 21. **[Alteryx](https://www.alteryx.com/)** - [...]
What does the Analytics & BI industry look like right now? Identify the dominant market leaders and brands, best products and services, key companies and providers, influential figures and thought leaders, emerging startups and trends, major conferences and events, active professional communities, and the top publications and media that cover this industry.
[...] om) - Cloud-native BI platform - **Sisense** - [https://www.sisense.com](https://www.sisense.com) - Embedded analytics specialist - **ThoughtSpot** - [https://www.thoughtspot.com](https://www.thoughtspot.com) - AI-powered search analytics ### Open Source & Developer-Focused - **Apache Superset** - [https://superset.apache.org](https://superset.apache.org) - Open-source BI platform - **Metabase** - [https://www.metabase.com](https://www.metabase.com) - Open-source analytics tool - **Redash** - [https://redash.io](https://redash.io) - SQL-based dashboards (acquired by Databricks) ## Emerging Trends & Next-Generation Tools ### Modern Data Stack Play [...]
What are the best Analytics & BI options available today? Please provide a comprehensive overview including: the leading brands and products, top companies and service providers, recognized experts and thought leaders, promising startups and new market entrants, major industry events and conferences, active communities and forums, and influential publications and media covering this space.
[...] ttps://www.zoho.com/analytics/) (SMB-friendly, broad connectors) - [Dundas BI](https://www.dundas.com/) (embedded dashboards and reporting) --- ## 2) Leading open-source / developer-first BI options These are especially strong for product teams, internal tools, and cost-sensitive deployments. - [Apache Superset](https://superset.apache.org/) (large ecosystem; scalable dashboards) - [Metabase](https://www.metabase.com/) (very approachable self-service; quick setup) - [Grafana](https://grafana.com/grafana/) (best known for observability/time-series, increasingly used for business/ops dashboards) - [Kibana](https://www.elastic.co/kibana) [...]
[...] -centric analytics & dashboards) - [Evidence](https://evidence.dev/) (docs-as-dashboards; analytics in Markdown/SQL) - [Rill](https://www.rilldata.com/) (fast exploration for event/time-series style data) Managed “Superset-as-a-service” (reduces ops burden): - [Preset](https://preset.io/) (managed [Apache Superset](https://superset.apache.org/)) --- ## 3) Promising startups & newer entrants (worth tracking / piloting) - [Hex](https://hex.tech/) (collaborative notebooks + data apps bridging analyst ↔ stakeholder workflows) - [Lightdash](https://www.lightdash.com/) (BI aligned to analytics engineering; popular with [dbt](https://www.get [...]
[...] or/product communities: - [Microsoft Power BI Community](https://community.powerbi.com/) - [Tableau Community](https://community.tableau.com/) - [Qlik Community](https://community.qlik.com/) - [Looker Community](https://www.googlecloudcommunity.com/gc/Looker/ct-p/looker) Open-source communities: - [Apache Superset Community](https://superset.apache.org/community/) - [Metabase Discourse Forum](https://discourse.metabase.com/) - [Grafana Community](https://community.grafana.com/) - [Elastic Discuss (Kibana)](https://discuss.elastic.co/) General Q&A / discussion: - [Stack Overflow](https://stackoverflow.com/) (e.g., BI tool tags/search) - [Reddit r/PowerBI](h [...]
[...] ouse-first self-service (Snowflake/BigQuery/Redshift)**: [Sigma Computing](https://www.sigmacomputing.com/) or [ThoughtSpot](https://www.thoughtspot.com/) - **Embedded analytics in a product**: [Sisense](https://www.sisense.com/) or [GoodData](https://www.gooddata.com/) - **Open-source + control**: [Apache Superset](https://superset.apache.org/) or [Metabase](https://www.metabase.com/) --- If you tell me (1) your data platform (e.g., [Snowflake](https://www.snowflake.com/), [Databricks](https://www.databricks.com/), [BigQuery](https://cloud.google.com/bigquery), [Redshift](https://aws.amazon.com/redshift/), etc.), (2) primary users (exe [...]
If I'm looking to get into Analytics & BI, who and what should I know about? Include the most trusted brands, recommended products and services, reputable companies and providers, influential experts and reviewers to follow, helpful communities and resources, important events and conferences, notable startups disrupting the space, and key publications and media channels to stay informed.
[...] /) - **Tableau** — [Tableau](https://www.tableau.com/) - **Qlik** — [Qlik](https://www.qlik.com/) - **Looker (Google Cloud)** — [Looker](https://cloud.google.com/looker) - **Amazon QuickSight** — [Amazon QuickSight](https://aws.amazon.com/quicksight/) - **Apache Superset (open source)** — [Apache Superset](https://superset.apache.org/) - **Metabase (open source + cloud)** — [Metabase](https://www.metabase.com/) Useful adjacent category: - **Excel** (still everywhere in BI) — [Microsoft Excel](https://www.microsoft.com/microsoft-365/excel) --- ## 3) Data platforms you should recognize (warehouses / lakehouse) You don’t n [...]
What does the Analytics & BI industry look like right now? Identify the dominant market leaders and brands, best products and services, key companies and providers, influential figures and thought leaders, emerging startups and trends, major conferences and events, active professional communities, and the top publications and media that cover this industry.
[...] d data warehouse-centric stacks: - [Sigma Computing](https://www.sigmacomputing.com/) - [ThoughtSpot](https://www.thoughtspot.com/) - [Domo](https://www.domo.com/) - [Sisense](https://www.sisense.com/) - [Mode](https://mode.com/) - [Hex](https://hex.tech/) Open-source BI / visualization options: - [Apache Superset](https://superset.apache.org/) - [Metabase](https://www.metabase.com/) - [Redash](https://redash.io/) (project site) ### B) Cloud data platforms that increasingly “own” analytics Cloud data warehouses / lakehouse platforms that anchor BI stacks: - [Snowflake](https://www.snowflake.com/) - [Databricks](https://www.databricks.co [...]
[...] er](https://cloud.google.com/looker) - **Best spreadsheet-like cloud analysis on warehouses**: [Sigma Computing](https://www.sigmacomputing.com/) - **Best for search/AI-driven analysis experiences**: [ThoughtSpot](https://www.thoughtspot.com/) - **Best open-source BI for teams that can self-host**: [Apache Superset](https://superset.apache.org/) and [Metabase](https://www.metabase.com/) For third-party comparisons and customer sentiment, common reference points include: - Analyst firms: [Gartner](https://www.gartner.com/), [Forrester](https://www.forrester.com/) - Peer reviews: [G2](https://www.g2.com/), [TrustRadius](https://www.trustra [...]
[...] ](https://hex.tech/) (collaborative analytics) - [Sigma Computing](https://www.sigmacomputing.com/) (spreadsheet-like BI on cloud warehouses) - [Evidence](https://evidence.dev/) (developer-centric BI) - [Lightdash](https://www.lightdash.com/) (open-source BI) - [Preset](https://preset.io/) (managed [Apache Superset](https://superset.apache.org/)) - [Rill](https://www.rilldata.com/) (operational/real-time analytics UX) --- ## 7) Major conferences & events (where the industry meets) Vendor flagships: - [Tableau Conference](https://www.tableau.com/events/conference) - [Databricks Data + AI Summit](https://www.databricks.com/dataaisummit) - [...]
What does the Analytics & BI industry look like right now? Identify the dominant market leaders and brands, best products and services, key companies and providers, influential figures and thought leaders, emerging startups and trends, major conferences and events, active professional communities, and the top publications and media that cover this industry.
[...] iew/), Yellowfin [Yellowfin](https://www.yellowfinbi.com/) - **Cloud/Data Warehouse Integration**: Snowflake (BI partners) [Snowflake](https://www.snowflake.com/), Databricks [Databricks](https://www.databricks.com/) - **Open-Source**: Metabase [Metabase](https://www.metabase.com/), Apache Superset [Superset](https://superset.apache.org/) ### Influential Figures and Thought Leaders - **Bernard Marr**: Futurist, author on analytics. [Bernard Marr](https://bernardmarr.com/) - **Brent Dykes**: BI strategist, author of "Effective Data Storytelling". [Brent Dykes](https://www.brentdykes.com/) - **Avinash Kaushik**: Digital analytics ex [...]