AI Mentions & Sources Report for Analytics and BI
This page provides details about superset.apache.org (Developer Tools) which was ranked #17 out of 139 in the list of sources (5 citations (1.5% share)) in answers from AI models (Anthropic Claude Sonnet (latest),
OpenAI ChatGPT Latest) when they were asked the following 1 question: "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." 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 | 5 | 23.8 |
| Brand | Voice | Mentions |
|---|---|---|
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11.6% | 7 |
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10.1% | 6 |
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6.9% | 4 |
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 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 [...]