What AI assistants recommend when buyers ask about self-hosted business intelligence tools — measured weekly across engines, published as open data.
Sample: 49 AI answers · Window: May 21, 2026 – Jun 18, 2026 (4-week rolling)
| # | Product | Share | Trend | Engines | |
|---|---|---|---|---|---|
| 1 | Metabase metabase.com | 98% avg pos 2.6 | — | CHATGPT 95.2%CLAUDE 100%PERPLEXITY 100% | Claim |
| 2 | Apache Superset superset.apache.org | 91.8% avg pos 5.8 | — | CHATGPT 90.5%CLAUDE 100%PERPLEXITY 90.5% | Claim |
| 3 | Redash redash.io | 83.7% avg pos 5.2 | — | CHATGPT 81%CLAUDE 71.4%PERPLEXITY 90.5% | Claim |
| 4 | Grafana grafana.com | 49% avg pos 9.7 | — | CHATGPT 76.2%CLAUDE 28.6%PERPLEXITY 28.6% | Claim |
| 5 | Lightdash lightdash.io | 34.7% avg pos 4.4 | — | CLAUDE 57.1%PERPLEXITY 61.9% | Claim |
| 6 | Tableau Public tableau.com | 30.6% avg pos 14.9 | — | CHATGPT 66.7%PERPLEXITY 4.8% | Claim |
| 7 | Microsoft Dynamics 365 microsoft.com | 18.4% avg pos 15 | — | CHATGPT 42.9% | Claim |
| 8 | Pentaho pentaho.com | 18.4% avg pos 24.8 | — | CHATGPT 38.1%CLAUDE 14.3% | Claim |
| 9 | KNIME knime.com | 18.4% avg pos 29 | — | CHATGPT 23.8%PERPLEXITY 19% | Claim |
| 10 | BIRT | 14.3% avg pos 12 | — | CHATGPT 14.3%PERPLEXITY 19% | Claim |
| 11 | Evidence | 12.2% avg pos 3.8 | — | PERPLEXITY 28.6% | Claim |
| 12 | JasperReports Server jaspersoft.com | 12.2% avg pos 23.6 | — | CHATGPT 28.6% | Claim |
| 13 | Helical Insight helicalinsight.com | 10.2% avg pos 4.3 | — | CLAUDE 28.6%PERPLEXITY 14.3% | Claim |
| 14 | PostgreSQL | 10.2% avg pos 11.2 | — | CHATGPT 14.3%PERPLEXITY 9.5% | Claim |
| 15 | dbt | 8.2% avg pos 4 | — | PERPLEXITY 19% | Claim |
| 16 | Kyubit kyubit.com | 8.2% avg pos 5.7 | — | PERPLEXITY 19% | Claim |
| 17 | JasperReports | 8.2% avg pos 9 | — | PERPLEXITY 19% | Claim |
| 18 | Looker Studio looker.com | 8.2% avg pos 16.7 | — | CHATGPT 14.3%CLAUDE 14.3% | Claim |
| 19 | Draxlr draxlr.com | 6.1% avg pos 3 | — | PERPLEXITY 14.3% | Claim |
| 20 | Jaspersoft | 6.1% avg pos 4.5 | — | PERPLEXITY 14.3% | Claim |
| 21 | Docker docker.com | 6.1% avg pos 7 | — | CHATGPT 4.8%CLAUDE 14.3%PERPLEXITY 4.8% | Claim |
| 22 | MySQL | 6.1% avg pos 7.7 | — | CHATGPT 9.5%PERPLEXITY 4.8% | Claim |
| 23 | DigitalOcean digitalocean.com | 6.1% avg pos 11.3 | — | CHATGPT 14.3% | Claim |
| 24 | Preset.io preset.io | 4.1% avg pos 1 | — | PERPLEXITY 9.5% | Claim |
| 25 | Looker | 4.1% avg pos 5 | — | CLAUDE 14.3%PERPLEXITY 4.8% | Claim |
| 26 | ReportServer | 4.1% avg pos 5 | — | PERPLEXITY 9.5% | Claim |
| 27 | GoodData gooddata.com | 4.1% avg pos 9 | — | CLAUDE 14.3%PERPLEXITY 4.8% | Claim |
| 28 | Power BI | 4.1% avg pos 9 | — | PERPLEXITY 9.5% | Claim |
| 29 | Tableau | 4.1% avg pos 9 | — | PERPLEXITY 9.5% | Claim |
| 30 | Talend talend.com | 4.1% avg pos 10 | — | CHATGPT 9.5% | Claim |
| 31 | Apache NiFi | 4.1% avg pos 11 | — | CHATGPT 9.5% | Claim |
| 32 | Linode linode.com | 4.1% avg pos 12 | — | CHATGPT 9.5% | Claim |
| 33 | Knowage knowage.de | 4.1% avg pos 21 | — | CHATGPT 4.8%PERPLEXITY 4.8% | Claim |
| 34 | Tableau Server | 2% avg pos 3 | — | PERPLEXITY 4.8% | Claim |
| 35 | IBM API Connect ibm.com | 2% avg pos 4 | — | CLAUDE 14.3% | Claim |
| 36 | SQLite | 2% avg pos 4 | — | CHATGPT 4.8% | Claim |
| 37 | Apache Druid druid.apache.org | 2% avg pos 9 | — | CHATGPT 4.8% | Claim |
| 38 | Chart.js chartjs.org | 2% avg pos 9 | — | CHATGPT 4.8% | Claim |
| 39 | D3.js d3js.org | 2% avg pos 9 | — | CHATGPT 4.8% | Claim |
| 40 | Preset | 2% avg pos 9 | — | PERPLEXITY 4.8% | Claim |
| 41 | SeekTable | 2% avg pos 9 | — | PERPLEXITY 4.8% | Claim |
| 42 | AWS SNS aws.amazon.com | 2% avg pos 10 | — | CHATGPT 4.8% | Claim |
| 43 | Apache Airflow airflow.apache.org | 2% avg pos 11 | — | CHATGPT 4.8% | Claim |
| 44 | Vultr vultr.com | 2% avg pos 11 | — | CHATGPT 4.8% | Claim |
| 45 | Piwigo piwigo.org | 2% avg pos 17 | — | CHATGPT 4.8% | Claim |
| 46 | Bokeh bokeh.org | 2% avg pos 18 | — | CHATGPT 4.8% | Claim |
| 47 | Dash dash.plotly.com | 2% avg pos 18 | — | CHATGPT 4.8% | Claim |
| 48 | Frappé | 2% avg pos 18 | — | CHATGPT 4.8% | Claim |
| 49 | Streamlit | 2% avg pos 18 | — | CHATGPT 4.8% | Claim |
| 50 | Apache Hive | 2% avg pos 21 | — | CHATGPT 4.8% | Claim |
| 51 | Seal Report | 2% avg pos 21 | — | CHATGPT 4.8% | Claim |
| 52 | Appsmith appsmith.com | 2% avg pos 24 | — | CHATGPT 4.8% | Claim |
| 53 | Apache Drill drill.apache.org | 2% avg pos 28 | — | CHATGPT 4.8% | Claim |
| 54 | SQL Server Management Studio | 2% avg pos 28 | — | CHATGPT 4.8% | Claim |
| 55 | pgAdmin pgadmin.org | 2% avg pos 28 | — | CHATGPT 4.8% | Claim |
| 56 | Kubernetes Operators kubernetes.io | 2% avg pos 31 | — | PERPLEXITY 4.8% | Claim |
| 57 | Databricks databricks.com | 2% | — | CLAUDE 14.3% | Claim |
| 58 | Google Data Studio datastudio.google.com | 2% | — | CHATGPT 4.8% | Claim |
| 59 | Holistics holistics.io | 2% | — | PERPLEXITY 4.8% | Claim |
| 60 | Jupyter Notebooks jupyter.org | 2% | — | CHATGPT 4.8% | Claim |
| 61 | Long Term Rentals by Airbnb airbnb.com | 2% | — | CLAUDE 14.3% | Claim |
| 62 | Microsoft Power BI powerbi.microsoft.com | 2% | — | CHATGPT 4.8% | Claim |
| 63 | OpenDash | 2% | — | CHATGPT 4.8% | Claim |
| 64 | Postgres | 2% | — | PERPLEXITY 4.8% | Claim |
| 65 | Prometheus | 2% | — | CLAUDE 14.3% | Claim |
| 66 | SpagoBI | 2% | — | PERPLEXITY 4.8% | Claim |
| 67 | Superset | 2% | — | PERPLEXITY 4.8% | Claim |
| 68 | Telegraf influxdata.com | 2% | — | CLAUDE 14.3% | Claim |
| 69 | dbt Cloud getdbt.com | 2% | — | CLAUDE 14.3% | Claim |
Independence: Orbator customers are badged for disclosure. Customer status does not affect prompts, sampling, extraction, or ranking — see the methodology. Your product on this list? Claim it to see the prompts behind your rank and track it weekly.
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