{"status":"ok","category":{"id":"afe272a8-5d6b-4b5b-8814-926b4633c50b","slug":"self-hosted-business-intelligence","label":"Self-hosted business intelligence tools"},"window":{"weeks":4,"from":"2026-07-05T17:04:16.584Z","to":"2026-08-02T17:04:16.584Z","prior_from":"2026-06-07T17:04:16.584Z"},"sample_size":49,"prior_sample_size":29,"min_sample":20,"entries":[{"index_product_id":"cfd7ccba-c007-48bc-a3df-e2b405eb697c","name":"Metabase","domain":"metabase.com","recommendation_share":100,"ci_low":92.7,"ci_high":100,"mention_runs":49,"first_rec_runs":26,"first_rec_rate":53.1,"avg_position":1.8,"per_engine":{"gemini":{"runs":21,"share":100,"mentions":21},"anthropic":{"runs":7,"share":100,"mentions":7},"perplexity":{"runs":21,"share":100,"mentions":21}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false},{"index_product_id":"9f63e688-9441-4c43-b1a8-465ce9f8b36e","name":"Superset","domain":null,"recommendation_share":89.8,"ci_low":78.2,"ci_high":95.6,"mention_runs":44,"first_rec_runs":6,"first_rec_rate":13.6,"avg_position":3.6,"per_engine":{"gemini":{"runs":21,"share":90.5,"mentions":19},"anthropic":{"runs":7,"share":100,"mentions":7},"perplexity":{"runs":21,"share":85.7,"mentions":18}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"best open-source BI platform for building internal dashboards without a cloud subscription","share":100,"mentions":9,"runs":9}},{"index_product_id":"353d885e-5ece-4b14-80e5-490e70ca9564","name":"Apache Superset","domain":"superset.apache.org","recommendation_share":79.6,"ci_low":66.4,"ci_high":88.5,"mention_runs":39,"first_rec_runs":6,"first_rec_rate":15.4,"avg_position":3,"per_engine":{"gemini":{"runs":21,"share":85.7,"mentions":18},"anthropic":{"runs":7,"share":85.7,"mentions":6},"perplexity":{"runs":21,"share":71.4,"mentions":15}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"best open-source BI platform for building internal dashboards without a cloud subscription","share":100,"mentions":9,"runs":9}},{"index_product_id":"3ffecaaf-92fe-4e6e-abd9-d6fb6faa529d","name":"Redash","domain":"redash.io","recommendation_share":75.5,"ci_low":61.9,"ci_high":85.4,"mention_runs":37,"first_rec_runs":0,"first_rec_rate":0,"avg_position":5.4,"per_engine":{"gemini":{"runs":21,"share":76.2,"mentions":16},"anthropic":{"runs":7,"share":71.4,"mentions":5},"perplexity":{"runs":21,"share":76.2,"mentions":16}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"lightweight open-source alternatives to heavyweight cloud BI platforms for small teams","share":100,"mentions":9,"runs":9}},{"index_product_id":"b9b0fe36-03f7-40be-9e8c-8f8b80e46b9d","name":"Lightdash","domain":"lightdash.io","recommendation_share":55.1,"ci_low":41.3,"ci_high":68.1,"mention_runs":27,"first_rec_runs":0,"first_rec_rate":0,"avg_position":4.5,"per_engine":{"gemini":{"runs":21,"share":47.6,"mentions":10},"anthropic":{"runs":7,"share":28.6,"mentions":2},"perplexity":{"runs":21,"share":71.4,"mentions":15}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"lightweight open-source alternatives to heavyweight cloud BI platforms for small teams","share":88.9,"mentions":8,"runs":9}},{"index_product_id":"e123475f-94dd-4339-b074-510185f9df2b","name":"dbt","domain":"getdbt.com","recommendation_share":53.1,"ci_low":39.4,"ci_high":66.3,"mention_runs":26,"first_rec_runs":0,"first_rec_rate":0,"avg_position":4.6,"per_engine":{"gemini":{"runs":21,"share":42.9,"mentions":9},"anthropic":{"runs":7,"share":42.9,"mentions":3},"perplexity":{"runs":21,"share":66.7,"mentions":14}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"lightweight open-source alternatives to heavyweight cloud BI platforms for small teams","share":88.9,"mentions":8,"runs":9}},{"index_product_id":"5a0bac13-0804-4962-8bb8-f6ed4fcc6339","name":"Docker","domain":"docker.com","recommendation_share":46.9,"ci_low":33.7,"ci_high":60.6,"mention_runs":23,"first_rec_runs":8,"first_rec_rate":34.8,"avg_position":3.5,"per_engine":{"gemini":{"runs":21,"share":47.6,"mentions":10},"anthropic":{"runs":7,"share":42.9,"mentions":3},"perplexity":{"runs":21,"share":47.6,"mentions":10}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"best self-hosted business intelligence tool for a data team that wants to keep data on-premise","share":88.9,"mentions":8,"runs":9}},{"index_product_id":"e7c17f12-878e-4e63-bb37-7de24fab94fa","name":"PostgreSQL","domain":"postgresql.org","recommendation_share":22.4,"ci_low":13,"ci_high":35.9,"mention_runs":11,"first_rec_runs":3,"first_rec_rate":27.3,"avg_position":8.4,"per_engine":{"gemini":{"runs":21,"share":33.3,"mentions":7},"anthropic":{"runs":7,"share":14.3,"mentions":1},"perplexity":{"runs":21,"share":14.3,"mentions":3}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"what self-hosted BI tool should I use to connect to Postgres and build sales dashboards","share":88.9,"mentions":8,"runs":9}},{"index_product_id":"73d192aa-c53b-4642-b555-142d49c8fe1b","name":"Helical Insight","domain":"helicalinsight.com","recommendation_share":20.4,"ci_low":11.5,"ci_high":33.6,"mention_runs":10,"first_rec_runs":2,"first_rec_rate":20,"avg_position":6,"per_engine":{"gemini":{"runs":21,"share":38.1,"mentions":8},"perplexity":{"runs":21,"share":9.5,"mentions":2}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"best self-hosted business intelligence tool for a data team that wants to keep data on-premise","share":55.6,"mentions":5,"runs":9}},{"index_product_id":"e2fb359a-c371-4fea-8c7a-096441a2b4a1","name":"DashboardFox","domain":"dashboardfox.com","recommendation_share":18.4,"ci_low":10,"ci_high":31.4,"mention_runs":9,"first_rec_runs":0,"first_rec_rate":0,"avg_position":5.3,"per_engine":{"gemini":{"runs":21,"share":14.3,"mentions":3},"perplexity":{"runs":21,"share":28.6,"mentions":6}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"best self-hosted business intelligence tool for a data team that wants to keep data on-premise","share":66.7,"mentions":6,"runs":9}},{"index_product_id":"cc2e14fb-ae60-4d1f-b53a-8b360ce749a5","name":"Evidence","domain":null,"recommendation_share":18.4,"ci_low":10,"ci_high":31.4,"mention_runs":9,"first_rec_runs":0,"first_rec_rate":0,"avg_position":6.8,"per_engine":{"gemini":{"runs":21,"share":23.8,"mentions":5},"anthropic":{"runs":7,"share":14.3,"mentions":1},"perplexity":{"runs":21,"share":14.3,"mentions":3}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"lightweight open-source alternatives to heavyweight cloud BI platforms for small teams","share":66.7,"mentions":6,"runs":9}},{"index_product_id":"dac1a80d-a24a-42c7-8fc9-557184747928","name":"BIRT","domain":null,"recommendation_share":16.3,"ci_low":8.5,"ci_high":29,"mention_runs":8,"first_rec_runs":0,"first_rec_rate":0,"avg_position":5.8,"per_engine":{"gemini":{"runs":21,"share":23.8,"mentions":5},"perplexity":{"runs":21,"share":14.3,"mentions":3}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"open-source BI alternatives to expensive enterprise analytics and reporting suites","share":100,"mentions":9,"runs":9}},{"index_product_id":"7c667198-780b-41e7-a0f3-e16563eee183","name":"Draxlr","domain":"draxlr.com","recommendation_share":16.3,"ci_low":8.5,"ci_high":29,"mention_runs":8,"first_rec_runs":0,"first_rec_rate":0,"avg_position":5.8,"per_engine":{"gemini":{"runs":21,"share":23.8,"mentions":5},"perplexity":{"runs":21,"share":14.3,"mentions":3}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"what self-hosted BI tool should I use to connect to Postgres and build sales dashboards","share":66.7,"mentions":6,"runs":9}},{"index_product_id":"3ac6142b-4208-40f2-bc78-4aa7dfd9e50a","name":"Power BI","domain":null,"recommendation_share":16.3,"ci_low":8.5,"ci_high":29,"mention_runs":8,"first_rec_runs":0,"first_rec_rate":0,"avg_position":8.8,"per_engine":{"gemini":{"runs":21,"share":14.3,"mentions":3},"anthropic":{"runs":7,"share":14.3,"mentions":1},"perplexity":{"runs":21,"share":19,"mentions":4}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"open-source BI alternatives to expensive enterprise analytics and reporting suites","share":55.6,"mentions":5,"runs":9}},{"index_product_id":"4cf03495-c49b-48d7-a067-3b223b20a19f","name":"Postgres","domain":null,"recommendation_share":14.3,"ci_low":7.1,"ci_high":26.7,"mention_runs":7,"first_rec_runs":2,"first_rec_rate":28.6,"avg_position":3,"per_engine":{"anthropic":{"runs":7,"share":28.6,"mentions":2},"perplexity":{"runs":21,"share":23.8,"mentions":5}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"what self-hosted BI tool should I use to connect to Postgres and build sales dashboards","share":55.6,"mentions":5,"runs":9}},{"index_product_id":"8d306547-9a54-469d-8e80-c99342b9dbc2","name":"KNIME","domain":"knime.com","recommendation_share":14.3,"ci_low":7.1,"ci_high":26.7,"mention_runs":7,"first_rec_runs":0,"first_rec_rate":0,"avg_position":5.5,"per_engine":{"gemini":{"runs":21,"share":28.6,"mentions":6},"perplexity":{"runs":21,"share":4.8,"mentions":1}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"open-source BI alternatives to expensive enterprise analytics and reporting suites","share":77.8,"mentions":7,"runs":9}},{"index_product_id":"6dbcd15b-b0cc-472a-a8a6-04c3aaa00d37","name":"Jaspersoft","domain":null,"recommendation_share":14.3,"ci_low":7.1,"ci_high":26.7,"mention_runs":7,"first_rec_runs":0,"first_rec_rate":0,"avg_position":6,"per_engine":{"gemini":{"runs":21,"share":28.6,"mentions":6},"perplexity":{"runs":21,"share":4.8,"mentions":1}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"open-source BI alternatives to expensive enterprise analytics and reporting suites","share":77.8,"mentions":7,"runs":9}},{"index_product_id":"9d7eefee-d3bd-43dd-bbaa-0e3e1c2913b2","name":"Tableau","domain":"tableau.com","recommendation_share":14.3,"ci_low":7.1,"ci_high":26.7,"mention_runs":7,"first_rec_runs":0,"first_rec_rate":0,"avg_position":9,"per_engine":{"gemini":{"runs":21,"share":9.5,"mentions":2},"anthropic":{"runs":7,"share":14.3,"mentions":1},"perplexity":{"runs":21,"share":19,"mentions":4}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"lightweight open-source alternatives to heavyweight cloud BI platforms for small teams","share":55.6,"mentions":5,"runs":9}},{"index_product_id":"bb2406c9-b8d2-43ce-9866-4c36952107ed","name":"Looker","domain":"looker.com","recommendation_share":14.3,"ci_low":7.1,"ci_high":26.7,"mention_runs":7,"first_rec_runs":0,"first_rec_rate":0,"avg_position":9.7,"per_engine":{"gemini":{"runs":21,"share":4.8,"mentions":1},"anthropic":{"runs":7,"share":28.6,"mentions":2},"perplexity":{"runs":21,"share":19,"mentions":4}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"lightweight open-source alternatives to heavyweight cloud BI platforms for small teams","share":55.6,"mentions":5,"runs":9}},{"index_product_id":"9552ac69-2518-4867-89c7-408e86ff21cc","name":"Eclipse BIRT","domain":"eclipse.org","recommendation_share":12.2,"ci_low":5.7,"ci_high":24.2,"mention_runs":6,"first_rec_runs":0,"first_rec_rate":0,"avg_position":5.7,"per_engine":{"gemini":{"runs":21,"share":19,"mentions":4},"anthropic":{"runs":7,"share":14.3,"mentions":1},"perplexity":{"runs":21,"share":4.8,"mentions":1}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"open-source BI alternatives to expensive enterprise analytics and reporting suites","share":44.4,"mentions":4,"runs":9}},{"index_product_id":"cfb5f7a8-7b0a-42cc-9366-62d14ed4cd83","name":"MySQL","domain":"mysql.com","recommendation_share":12.2,"ci_low":5.7,"ci_high":24.2,"mention_runs":6,"first_rec_runs":1,"first_rec_rate":16.7,"avg_position":12.3,"per_engine":{"gemini":{"runs":21,"share":19,"mentions":4},"perplexity":{"runs":21,"share":9.5,"mentions":2}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"how do I set up a self-hosted BI solution for a 50-person company on a tight budget","share":77.8,"mentions":7,"runs":9}},{"index_product_id":"5e4d8984-36de-4724-a33d-5928b2a78b34","name":"Holistics","domain":"holistics.io","recommendation_share":12.2,"ci_low":5.7,"ci_high":24.2,"mention_runs":6,"first_rec_runs":0,"first_rec_rate":0,"avg_position":null,"per_engine":{"perplexity":{"runs":21,"share":28.6,"mentions":6}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"lightweight open-source alternatives to heavyweight cloud BI platforms for small teams","share":44.4,"mentions":4,"runs":9}},{"index_product_id":"e21b6faa-0807-48cd-9890-1b1df29190d7","name":"JasperReports","domain":null,"recommendation_share":10.2,"ci_low":4.4,"ci_high":21.8,"mention_runs":5,"first_rec_runs":0,"first_rec_rate":0,"avg_position":4.6,"per_engine":{"gemini":{"runs":21,"share":9.5,"mentions":2},"perplexity":{"runs":21,"share":14.3,"mentions":3}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"open-source BI alternatives to expensive enterprise analytics and reporting suites","share":77.8,"mentions":7,"runs":9}},{"index_product_id":"e27574b4-b7a9-4152-afad-f3a3ba2a75cb","name":"PostHog","domain":"posthog.com","recommendation_share":10.2,"ci_low":4.4,"ci_high":21.8,"mention_runs":5,"first_rec_runs":0,"first_rec_rate":0,"avg_position":5,"per_engine":{"gemini":{"runs":21,"share":4.8,"mentions":1},"perplexity":{"runs":21,"share":19,"mentions":4}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"best open-source BI platform for building internal dashboards without a cloud subscription","share":44.4,"mentions":4,"runs":9}},{"index_product_id":"13be8808-7d4b-4050-b5e3-5b53e20e4024","name":"Pentaho","domain":"pentaho.com","recommendation_share":10.2,"ci_low":4.4,"ci_high":21.8,"mention_runs":5,"first_rec_runs":1,"first_rec_rate":20,"avg_position":6.8,"per_engine":{"gemini":{"runs":21,"share":9.5,"mentions":2},"anthropic":{"runs":7,"share":14.3,"mentions":1},"perplexity":{"runs":21,"share":9.5,"mentions":2}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"open-source BI alternatives to expensive enterprise analytics and reporting suites","share":55.6,"mentions":5,"runs":9}},{"index_product_id":"7ed84163-8f7d-43cc-a7c4-48ed403ee4be","name":"Domo","domain":"domo.com","recommendation_share":10.2,"ci_low":4.4,"ci_high":21.8,"mention_runs":5,"first_rec_runs":0,"first_rec_rate":0,"avg_position":null,"per_engine":{"perplexity":{"runs":21,"share":23.8,"mentions":5}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"open-source BI alternatives to expensive enterprise analytics and reporting suites","share":44.4,"mentions":4,"runs":9}},{"index_product_id":"30e57719-793c-47ad-8d27-d48b328330de","name":"JasperReports Server","domain":"jaspersoft.com","recommendation_share":8.2,"ci_low":3.2,"ci_high":19.2,"mention_runs":4,"first_rec_runs":0,"first_rec_rate":0,"avg_position":5,"per_engine":{"gemini":{"runs":21,"share":14.3,"mentions":3},"anthropic":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"open-source BI alternatives to expensive enterprise analytics and reporting suites","share":44.4,"mentions":4,"runs":9}},{"index_product_id":"93bf0bce-f319-4892-8b7b-41418ec4f1aa","name":"Databricks","domain":"databricks.com","recommendation_share":8.2,"ci_low":3.2,"ci_high":19.2,"mention_runs":4,"first_rec_runs":0,"first_rec_rate":0,"avg_position":11.3,"per_engine":{"gemini":{"runs":21,"share":14.3,"mentions":3},"perplexity":{"runs":21,"share":4.8,"mentions":1}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"lightweight open-source alternatives to heavyweight cloud BI platforms for small teams","share":44.4,"mentions":4,"runs":9}},{"index_product_id":"914400f7-7f4e-4ea0-acf2-6ec7f5eb1524","name":"Elasticsearch","domain":"elastic.co","recommendation_share":8.2,"ci_low":3.2,"ci_high":19.2,"mention_runs":4,"first_rec_runs":0,"first_rec_rate":0,"avg_position":15.7,"per_engine":{"gemini":{"runs":21,"share":19,"mentions":4}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false},{"index_product_id":"82b0bab4-a19a-4317-ade7-56d0a044a3f6","name":"Microsoft Power BI","domain":"powerbi.microsoft.com","recommendation_share":6.1,"ci_low":2.1,"ci_high":16.5,"mention_runs":3,"first_rec_runs":0,"first_rec_rate":0,"avg_position":11.5,"per_engine":{"gemini":{"runs":21,"share":4.8,"mentions":1},"anthropic":{"runs":7,"share":14.3,"mentions":1},"perplexity":{"runs":21,"share":4.8,"mentions":1}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false},{"index_product_id":"68d65a66-6421-4abf-a2fe-f68c3acce978","name":"Definite","domain":"definite.app","recommendation_share":6.1,"ci_low":2.1,"ci_high":16.5,"mention_runs":3,"first_rec_runs":0,"first_rec_rate":0,"avg_position":null,"per_engine":{"perplexity":{"runs":21,"share":14.3,"mentions":3}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"best self-hosted business intelligence tool for a data team that wants to keep data on-premise","share":44.4,"mentions":4,"runs":9}},{"index_product_id":"69e41686-a972-4582-8d33-71d671b84f92","name":"F6S","domain":"f6s.com","recommendation_share":6.1,"ci_low":2.1,"ci_high":16.5,"mention_runs":3,"first_rec_runs":0,"first_rec_rate":0,"avg_position":null,"per_engine":{"perplexity":{"runs":21,"share":14.3,"mentions":3}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"self-hosted BI tool for non-technical business users vs SQL-heavy analyst tools — what's the difference","share":33.3,"mentions":3,"runs":9}},{"index_product_id":"0f9179dd-b77b-4165-a9e5-0f10c7e60818","name":"Bold BI","domain":"boldbi.com","recommendation_share":4.1,"ci_low":1.1,"ci_high":13.7,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":7,"per_engine":{"gemini":{"runs":21,"share":4.8,"mentions":1},"perplexity":{"runs":21,"share":4.8,"mentions":1}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false},{"index_product_id":"381e453d-d4e2-458f-a477-f92f3319b08d","name":"Preset","domain":null,"recommendation_share":4.1,"ci_low":1.1,"ci_high":13.7,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":8,"per_engine":{"perplexity":{"runs":21,"share":9.5,"mentions":2}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false},{"index_product_id":"d2dab9df-995b-4fda-9329-9fa4d6714ca2","name":"Seal Report","domain":null,"recommendation_share":4.1,"ci_low":1.1,"ci_high":13.7,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":8.5,"per_engine":{"gemini":{"runs":21,"share":9.5,"mentions":2}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false},{"index_product_id":"66361eba-448f-4e28-b28a-64b7ee34c284","name":"Helical Insight Community Edition","domain":null,"recommendation_share":4.1,"ci_low":1.1,"ci_high":13.7,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":9,"per_engine":{"gemini":{"runs":21,"share":9.5,"mentions":2}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false},{"index_product_id":"d800000f-fd5c-4691-ba55-f8b247835a14","name":"Prometheus","domain":"prometheus.io","recommendation_share":4.1,"ci_low":1.1,"ci_high":13.7,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":12,"per_engine":{"gemini":{"runs":21,"share":4.8,"mentions":1},"perplexity":{"runs":21,"share":4.8,"mentions":1}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false},{"index_product_id":"a2683e7e-ee98-48dd-ac6f-db52faee43a0","name":"DigitalOcean","domain":"digitalocean.com","recommendation_share":4.1,"ci_low":1.1,"ci_high":13.7,"mention_runs":2,"first_rec_runs":1,"first_rec_rate":50,"avg_position":13.5,"per_engine":{"gemini":{"runs":21,"share":4.8,"mentions":1},"anthropic":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"how do I set up a self-hosted BI solution for a 50-person company on a tight budget","share":44.4,"mentions":4,"runs":9}},{"index_product_id":"386fc527-93d2-470a-a468-39b338a53cd6","name":"Kyubit","domain":"kyubit.com","recommendation_share":4.1,"ci_low":1.1,"ci_high":13.7,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":null,"per_engine":{"perplexity":{"runs":21,"share":9.5,"mentions":2}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false},{"index_product_id":"611f275a-3216-4dce-9902-c387a910a21d","name":"Logz.io","domain":"logz.io","recommendation_share":4.1,"ci_low":1.1,"ci_high":13.7,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":null,"per_engine":{"perplexity":{"runs":21,"share":9.5,"mentions":2}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"open-source BI alternatives to expensive enterprise analytics and reporting suites","share":44.4,"mentions":4,"runs":9}},{"index_product_id":"f301fac9-ace2-4d5b-8665-92a6a2dae0e8","name":"Linode","domain":"linode.com","recommendation_share":2,"ci_low":0.4,"ci_high":10.7,"mention_runs":1,"first_rec_runs":1,"first_rec_rate":100,"avg_position":1,"per_engine":{"anthropic":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"how do I set up a self-hosted BI solution for a 50-person company on a tight budget","share":33.3,"mentions":3,"runs":9}},{"index_product_id":"70949b17-0eb3-40eb-8e00-729730d0f99e","name":"Ajelix","domain":"ajelix.com","recommendation_share":2,"ci_low":0.4,"ci_high":10.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":3,"per_engine":{"gemini":{"runs":21,"share":4.8,"mentions":1}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"self-hosted BI tool for non-technical business users vs SQL-heavy analyst tools — what's the difference","share":33.3,"mentions":3,"runs":9}},{"index_product_id":"ffb451a7-4d8d-4325-829d-627d65d84825","name":"SpagoBI","domain":null,"recommendation_share":2,"ci_low":0.4,"ci_high":10.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":4,"per_engine":{"perplexity":{"runs":21,"share":4.8,"mentions":1}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false},{"index_product_id":"8ccd7b90-1967-45bf-af57-e29dbe12673c","name":"GoodData","domain":"gooddata.com","recommendation_share":2,"ci_low":0.4,"ci_high":10.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":7,"per_engine":{"perplexity":{"runs":21,"share":4.8,"mentions":1}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false},{"index_product_id":"5cb112b0-f670-4a1b-8da7-48386515730d","name":"Power BI Report Server","domain":null,"recommendation_share":2,"ci_low":0.4,"ci_high":10.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":7,"per_engine":{"gemini":{"runs":21,"share":4.8,"mentions":1}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false},{"index_product_id":"bbe37540-aca7-411f-9e7b-a5bd146115bd","name":"ReportServer","domain":null,"recommendation_share":2,"ci_low":0.4,"ci_high":10.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":11,"per_engine":{"gemini":{"runs":21,"share":4.8,"mentions":1}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false},{"index_product_id":"285156ab-39d3-437a-b768-ce065692fdc9","name":"Basedash","domain":"basedash.com","recommendation_share":2,"ci_low":0.4,"ci_high":10.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":null,"per_engine":{"perplexity":{"runs":21,"share":4.8,"mentions":1}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"what self-hosted BI tool should I use to connect to Postgres and build sales dashboards","share":44.4,"mentions":4,"runs":9}},{"index_product_id":"4b7f5b93-d110-480b-bf0f-5a3c0ff28e22","name":"Coefficient","domain":"coefficient.io","recommendation_share":2,"ci_low":0.4,"ci_high":10.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":null,"per_engine":{"perplexity":{"runs":21,"share":4.8,"mentions":1}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false},{"index_product_id":"940b77e3-b935-45a1-aafd-bf03e62b6651","name":"Count.co","domain":"count.co","recommendation_share":2,"ci_low":0.4,"ci_high":10.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":null,"per_engine":{"perplexity":{"runs":21,"share":4.8,"mentions":1}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"self-hosted BI tool for non-technical business users vs SQL-heavy analyst tools — what's the difference","share":33.3,"mentions":3,"runs":9}},{"index_product_id":"e3e592bf-0c57-4791-9a46-b8a9a296962f","name":"Dev.to","domain":"dev.to","recommendation_share":2,"ci_low":0.4,"ci_high":10.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":null,"per_engine":{"perplexity":{"runs":21,"share":4.8,"mentions":1}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"what self-hosted BI tool should I use to connect to Postgres and build sales dashboards","share":33.3,"mentions":3,"runs":9}},{"index_product_id":"5e008588-2de2-444c-abc6-a4ab9c4d5c40","name":"Microsoft","domain":"microsoft.com","recommendation_share":2,"ci_low":0.4,"ci_high":10.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":null,"per_engine":{"anthropic":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false},{"index_product_id":"4acd67f0-8e46-4995-9b92-cff5fcabcce3","name":"PeerSpot","domain":"peerspot.com","recommendation_share":2,"ci_low":0.4,"ci_high":10.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":null,"per_engine":{"perplexity":{"runs":21,"share":4.8,"mentions":1}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"lightweight open-source alternatives to heavyweight cloud BI platforms for small teams","share":33.3,"mentions":3,"runs":9}},{"index_product_id":"d950f13b-5b75-461d-affb-e45a8a406232","name":"Qlik Sense","domain":"qlik.com","recommendation_share":2,"ci_low":0.4,"ci_high":10.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":null,"per_engine":{"anthropic":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false},{"index_product_id":"b6a12d9f-a512-4345-83c4-bf25680504d2","name":"Querio","domain":"querio.ai","recommendation_share":2,"ci_low":0.4,"ci_high":10.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":null,"per_engine":{"perplexity":{"runs":21,"share":4.8,"mentions":1}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"self-hosted BI tool for non-technical business users vs SQL-heavy analyst tools — what's the difference","share":44.4,"mentions":4,"runs":9}},{"index_product_id":"3885c3a7-417a-4df9-80ba-3c0abd6ad61e","name":"ReportServer Community Edition","domain":null,"recommendation_share":2,"ci_low":0.4,"ci_high":10.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":null,"per_engine":{"gemini":{"runs":21,"share":4.8,"mentions":1}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false},{"index_product_id":"ac2426ed-b8d4-4ebd-9a14-df7dcdbd6690","name":"Sisense","domain":"sisense.com","recommendation_share":2,"ci_low":0.4,"ci_high":10.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":null,"per_engine":{"anthropic":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false},{"index_product_id":"8101ffef-eead-42e4-9a6a-3afed1e643f2","name":"SoftwareSuggest","domain":"softwaresuggest.com","recommendation_share":2,"ci_low":0.4,"ci_high":10.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":null,"per_engine":{"perplexity":{"runs":21,"share":4.8,"mentions":1}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false},{"index_product_id":"cb42d1f0-a9b6-4276-8ed9-95223f23b6b7","name":"SourceForge","domain":"sourceforge.net","recommendation_share":2,"ci_low":0.4,"ci_high":10.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":null,"per_engine":{"perplexity":{"runs":21,"share":4.8,"mentions":1}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false},{"index_product_id":"c310be2f-194e-4211-9338-102bb4e8913c","name":"Toucan Toco","domain":"toucantoco.com","recommendation_share":2,"ci_low":0.4,"ci_high":10.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":null,"per_engine":{"perplexity":{"runs":21,"share":4.8,"mentions":1}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false}],"methodology_url":"https://www.orbator.io/ai-index/methodology","license":"Free to use with attribution to orbator.io"}