What AI assistants actually recommend when buyers ask about ai tools for data analysts — measured weekly across 4 engines, published as open data.
Updated 2026-08-02 · 77 sampled answers · rolling 4-week window · methodology
Rankings are measured from sampled AI answers — never editorial, never paid. Orbator builds AI-visibility tooling; when Orbator itself appears in any category, it is measured by the same rules as everyone else.
Sample: 77 AI answers · Window: Jul 5, 2026 – Aug 2, 2026 (4-week rolling) · trend vs prior 4 weeks (100 answers)
Across 77 sampled AI answers from 4 engines, Python is recommended most often — appearing in 57.1% of recommendations, followed by Power BI (57.1%) and Tableau (51.9%).
This is a measurement of share of voice across 4 AI engines — not an editorial pick. See the full ranking below.
| # | Product | Share | Trend | Engines | |
|---|---|---|---|---|---|
| 1 | Python python.org Best for: AI recommends Python most when buyers ask “which AI data tool is best for analysts who prefer Python vs SQL” (100% of those answers) | 57.1% 95% CI 46–67.6% 44 mentions · avg pos 5.1 first pick 29.5% | — | GEMINI 64.3%CHATGPT 85.7%CLAUDE 35.7%PERPLEXITY 53.6% | Claim |
| 2 | Power BI Best for: AI recommends Power BI most when buyers ask “best AI tools for data analysts” (100% of those answers) | 57.1% 95% CI 46–67.6% 44 mentions · avg pos 10.3 first pick 2.3% | — | GEMINI 71.4%CHATGPT 85.7%CLAUDE 50%PERPLEXITY 39.3% | Claim |
| 3 | Tableau tableau.com Best for: AI recommends Tableau most when buyers ask “best AI tools for data analysts” (100% of those answers) | 51.9% 95% CI 41–62.7% 40 mentions · avg pos 10.3 first pick 0% | — | GEMINI 64.3%CHATGPT 57.1%CLAUDE 50%PERPLEXITY 39.3% | Claim |
| 4 | Julius AI julius.ai Best for: AI recommends Julius AI most when buyers ask “best AI tools for data analysts” (84.6% of those answers) | 48.1% 95% CI 37.3–59% 37 mentions · avg pos 10 first pick 10.8% | — | GEMINI 57.1%CHATGPT 42.9%CLAUDE 57.1%PERPLEXITY 35.7% | Claim |
| 5 | ThoughtSpot thoughtspot.com Best for: AI recommends ThoughtSpot most when buyers ask “alternatives to big enterprise AI analytics assistants” (92.3% of those answers) | 46.8% 95% CI 36–57.8% 36 mentions · avg pos 11.1 first pick 13.9% | — | GEMINI 60.7%CHATGPT 42.9%CLAUDE 57.1%PERPLEXITY 28.6% | Claim |
| 6 | Excel Best for: AI recommends Excel most when buyers ask “best AI tools for data analysts” (92.3% of those answers) | 44.2% 95% CI 33.6–55.3% 34 mentions · avg pos 9.3 first pick 14.7% | — | GEMINI 46.4%CHATGPT 71.4%CLAUDE 21.4%PERPLEXITY 46.4% | Claim |
| 7 | Querio querio.ai Best for: AI recommends Querio most when buyers ask “which AI data tool is best for analysts who prefer Python vs SQL” (76.9% of those answers) | 40.3% 95% CI 30–51.4% 31 mentions · avg pos 7.4 first pick 9.7% | — | GEMINI 60.7%CHATGPT 14.3%CLAUDE 35.7%PERPLEXITY 28.6% | Claim |
| 8 | Julius Best for: AI recommends Julius most when buyers ask “best AI tools for data analysts” (84.6% of those answers) | 40.3% 95% CI 30–51.4% 31 mentions · avg pos 11 first pick 9.7% | — | GEMINI 57.1%CHATGPT 42.9%CLAUDE 42.9%PERPLEXITY 21.4% | Claim |
| 9 | Looker looker.com Best for: AI recommends Looker most when buyers ask “alternatives to big enterprise AI analytics assistants” (92.3% of those answers) | 32.5% 95% CI 23.1–43.5% 25 mentions · avg pos 8.2 first pick 4% | — | GEMINI 53.6%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 25% | Claim |
| 10 | Microsoft Power BI powerbi.microsoft.com Best for: AI recommends Microsoft Power BI most when buyers ask “alternatives to big enterprise AI analytics assistants” (69.2% of those answers) | 32.5% 95% CI 23.1–43.5% 25 mentions · avg pos 8.3 first pick 4% | — | GEMINI 64.3%CHATGPT 14.3%CLAUDE 7.1%PERPLEXITY 17.9% | Claim |
| 11 | Databricks databricks.com Best for: AI recommends Databricks most when buyers ask “alternatives to big enterprise AI analytics assistants” (69.2% of those answers) | 29.9% 95% CI 20.8–40.8% 23 mentions · avg pos 9.1 first pick 4.3% | — | GEMINI 42.9%CHATGPT 28.6%CLAUDE 28.6%PERPLEXITY 17.9% | Claim |
| 12 | Hex hex.tech Best for: AI recommends Hex most when buyers ask “which AI data tool is best for analysts who prefer Python vs SQL” (84.6% of those answers) | 28.6% 95% CI 19.7–39.5% 22 mentions · avg pos 10.1 first pick 9.1% | — | GEMINI 25%CHATGPT 42.9%CLAUDE 42.9%PERPLEXITY 21.4% | Claim |
| 13 | Domo domo.com Best for: AI recommends Domo most when buyers ask “alternatives to big enterprise AI analytics assistants” (61.5% of those answers) | 28.6% 95% CI 19.7–39.5% 22 mentions · avg pos 11.5 first pick 0% | — | GEMINI 42.9%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 25% | Claim |
| 14 | BigQuery Best for: AI recommends BigQuery most when buyers ask “best AI assistant for writing SQL queries and data analysis” (61.5% of those answers) | 24.7% 95% CI 16.4–35.4% 19 mentions · avg pos 12.2 first pick 0% | — | GEMINI 32.1%CHATGPT 57.1%CLAUDE 21.4%PERPLEXITY 10.7% | Claim |
| 15 | pandas Best for: AI recommends pandas most when buyers ask “how can AI help me clean and transform messy datasets faster” (61.5% of those answers) | 19.5% 95% CI 12.2–29.7% 15 mentions · avg pos 15.8 first pick 13.3% | — | GEMINI 17.9%CHATGPT 57.1%CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 16 | Snowflake snowflake.com Best for: AI recommends Snowflake most when buyers ask “alternatives to big enterprise AI analytics assistants” (46.2% of those answers) | 18.2% 95% CI 11.2–28.2% 14 mentions · avg pos 8.5 first pick 0% | — | GEMINI 17.9%CHATGPT 42.9%CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 17 | Qlik Best for: AI recommends Qlik most when buyers ask “alternatives to big enterprise AI analytics assistants” (61.5% of those answers) | 16.9% 95% CI 10.1–26.8% 13 mentions · avg pos 10.3 first pick 0% | — | GEMINI 25%CHATGPT 14.3%CLAUDE 7.1%PERPLEXITY 14.3% | Claim |
| 18 | AI2SQL builder.ai2sql.io Best for: AI recommends AI2SQL most when buyers ask “best AI assistant for writing SQL queries and data analysis” (84.6% of those answers) | 15.6% 95% CI 9.1–25.3% 12 mentions · avg pos 2 first pick 41.7% | — | GEMINI 14.3%CLAUDE 28.6%PERPLEXITY 14.3% | Claim |
| 19 | Make make.com Best for: AI recommends Make most when buyers ask “how do I use AI to explain complex data insights to non-technical stakeholders” (76.9% of those answers) | 15.6% 95% CI 9.1–25.3% 12 mentions · avg pos 7.5 first pick 16.7% | — | GEMINI 17.9%CLAUDE 14.3%PERPLEXITY 17.9% | Claim |
| 20 | Google Sheets sheets.google.com Best for: AI recommends Google Sheets most when buyers ask “what AI tool should I use to analyze data without writing much code” (61.5% of those answers) | 15.6% 95% CI 9.1–25.3% 12 mentions · avg pos 7.7 first pick 0% | — | GEMINI 17.9%CHATGPT 14.3%CLAUDE 7.1%PERPLEXITY 17.9% | Claim |
| 21 | Genie Best for: AI recommends Genie most when buyers ask “alternatives to big enterprise AI analytics assistants” (46.2% of those answers) | 15.6% 95% CI 9.1–25.3% 12 mentions · avg pos 10.8 first pick 8.3% | — | GEMINI 28.6%CHATGPT 14.3%CLAUDE 7.1%PERPLEXITY 7.1% | Claim |
| 22 | Power BI Copilot Best for: AI recommends Power BI Copilot most when buyers ask “best AI tools for data analysts” (61.5% of those answers) | 15.6% 95% CI 9.1–25.3% 12 mentions · avg pos 13 first pick 8.3% | — | GEMINI 7.1%CHATGPT 28.6%CLAUDE 28.6%PERPLEXITY 14.3% | Claim |
| 23 | Copilot | 14.3% 95% CI 8.2–23.8% 11 mentions · avg pos 6.5 first pick 0% | — | GEMINI 21.4%PERPLEXITY 17.9% | Claim |
| 24 | KNIME knime.com Best for: AI recommends KNIME most when buyers ask “best AI tools for data analysts” (46.2% of those answers) | 14.3% 95% CI 8.2–23.8% 11 mentions · avg pos 11.2 first pick 0% | — | GEMINI 32.1%CHATGPT 14.3%CLAUDE 7.1% | Claim |
| 25 | ChatGPT Advanced Data Analysis Best for: AI recommends ChatGPT Advanced Data Analysis most when buyers ask “which AI data tool is best for analysts who prefer Python vs SQL” (46.2% of those answers) | 13% 95% CI 7.2–22.3% 10 mentions · avg pos 4.9 first pick 30% | — | GEMINI 17.9%CLAUDE 7.1%PERPLEXITY 14.3% | Claim |
| 26 | camelAI camelai.com Best for: AI recommends camelAI most when buyers ask “what AI tool should I use to analyze data without writing much code” (61.5% of those answers) | 13% 95% CI 7.2–22.3% 10 mentions · avg pos 8.8 first pick 0% | — | GEMINI 25%CLAUDE 14.3%PERPLEXITY 3.6% | Claim |
| 27 | Qlik Sense qlik.com | 13% 95% CI 7.2–22.3% 10 mentions · avg pos 8.9 first pick 0% | — | GEMINI 17.9%PERPLEXITY 17.9% | Claim |
| 28 | DataRobot datarobot.com Best for: AI recommends DataRobot most when buyers ask “best AI tools for data analysts” (38.5% of those answers) | 13% 95% CI 7.2–22.3% 10 mentions · avg pos 13 first pick 10% | — | GEMINI 25%CLAUDE 21.4% | Claim |
| 29 | Zoho zoho.com Best for: AI recommends Zoho most when buyers ask “alternatives to big enterprise AI analytics assistants” (38.5% of those answers) | 13% 95% CI 7.2–22.3% 10 mentions · avg pos 13.1 first pick 0% | — | GEMINI 28.6%CHATGPT 14.3%CLAUDE 7.1% | Claim |
| 30 | Tellius Best for: AI recommends Tellius most when buyers ask “alternatives to big enterprise AI analytics assistants” (46.2% of those answers) | 13% 95% CI 7.2–22.3% 10 mentions · avg pos 13.5 first pick 0% | — | GEMINI 25%CLAUDE 7.1%PERPLEXITY 7.1% | Claim |
| 31 | MySQL mysql.com Best for: AI recommends MySQL most when buyers ask “best AI assistant for writing SQL queries and data analysis” (61.5% of those answers) | 11.7% 95% CI 6.3–20.7% 9 mentions · avg pos 5.9 first pick 0% | — | GEMINI 14.3%CHATGPT 14.3%CLAUDE 7.1%PERPLEXITY 10.7% | Claim |
| 32 | Power BI with Copilot | 11.7% 95% CI 6.3–20.7% 9 mentions · avg pos 6.9 first pick 0% | — | GEMINI 21.4%PERPLEXITY 10.7% | Claim |
| 33 | Anomaly AI findanomaly.ai Best for: AI recommends Anomaly AI most when buyers ask “best AI tools for data analysts” (76.9% of those answers) | 11.7% 95% CI 6.3–20.7% 9 mentions · avg pos 9.1 first pick 11.1% | — | GEMINI 17.9%PERPLEXITY 14.3% | Claim |
| 34 | Alteryx Best for: AI recommends Alteryx most when buyers ask “how can AI help me clean and transform messy datasets faster” (30.8% of those answers) | 11.7% 95% CI 6.3–20.7% 9 mentions · avg pos 12.3 first pick 0% | — | GEMINI 21.4%CHATGPT 14.3%PERPLEXITY 7.1% | Claim |
| 35 | H2O.ai h2o.ai Best for: AI recommends H2O.ai most when buyers ask “best AI tools for data analysts” (46.2% of those answers) | 11.7% 95% CI 6.3–20.7% 9 mentions · avg pos 12.4 first pick 11.1% | — | GEMINI 25%CLAUDE 7.1%PERPLEXITY 3.6% | Claim |
| 36 | Akkio Best for: AI recommends Akkio most when buyers ask “what AI tool should I use to analyze data without writing much code” (38.5% of those answers) | 10.4% 95% CI 5.4–19.2% 8 mentions · avg pos 7 first pick 0% | — | GEMINI 14.3%CLAUDE 7.1%PERPLEXITY 10.7% | Claim |
| 37 | Metabase metabase.com Best for: AI recommends Metabase most when buyers ask “alternatives to big enterprise AI analytics assistants” (53.8% of those answers) | 10.4% 95% CI 5.4–19.2% 8 mentions · avg pos 9.6 first pick 0% | — | GEMINI 25%CLAUDE 7.1% | Claim |
| 38 | Jupyter Best for: AI recommends Jupyter most when buyers ask “which AI data tool is best for analysts who prefer Python vs SQL” (53.8% of those answers) | 10.4% 95% CI 5.4–19.2% 8 mentions · avg pos 17.4 first pick 12.5% | — | GEMINI 17.9%CHATGPT 28.6%PERPLEXITY 3.6% | Claim |
| 39 | SQLAI.ai sqlai.ai Best for: AI recommends SQLAI.ai most when buyers ask “best AI assistant for writing SQL queries and data analysis” (53.8% of those answers) | 9.1% 95% CI 4.5–17.6% 7 mentions · avg pos 3.3 first pick 14.3% | — | GEMINI 10.7%CLAUDE 14.3%PERPLEXITY 7.1% | Claim |
| 40 | Automated Insights | 9.1% 95% CI 4.5–17.6% 7 mentions · avg pos 7 first pick 14.3% | — | GEMINI 21.4%PERPLEXITY 3.6% | Claim |
| 41 | Apache Superset superset.apache.org Best for: AI recommends Apache Superset most when buyers ask “alternatives to big enterprise AI analytics assistants” (53.8% of those answers) | 9.1% 95% CI 4.5–17.6% 7 mentions · avg pos 8.4 first pick 14.3% | — | GEMINI 21.4%CLAUDE 7.1% | Claim |
| 42 | Superset Best for: AI recommends Superset most when buyers ask “alternatives to big enterprise AI analytics assistants” (53.8% of those answers) | 9.1% 95% CI 4.5–17.6% 7 mentions · avg pos 8.4 first pick 14.3% | — | GEMINI 21.4%CLAUDE 7.1% | Claim |
| 43 | Deepnote deepnote.com Best for: AI recommends Deepnote most when buyers ask “best AI tools for data analysts” (38.5% of those answers) | 9.1% 95% CI 4.5–17.6% 7 mentions · avg pos 8.8 first pick 0% | — | GEMINI 10.7%CLAUDE 14.3%PERPLEXITY 7.1% | Claim |
| 44 | Zerve zerve.ai Best for: AI recommends Zerve most when buyers ask “best AI tools for data analysts” (53.8% of those answers) | 9.1% 95% CI 4.5–17.6% 7 mentions · avg pos 16.6 first pick 0% | — | GEMINI 14.3%PERPLEXITY 10.7% | Claim |
| 45 | Excel Copilot Best for: AI recommends Excel Copilot most when buyers ask “best AI tools for data analysts” (38.5% of those answers) | 9.1% 95% CI 4.5–17.6% 7 mentions · avg pos 21.4 first pick 0% | — | GEMINI 10.7%CHATGPT 28.6%PERPLEXITY 7.1% | Claim |
| 46 | Cortex Analyst Best for: AI recommends Cortex Analyst most when buyers ask “alternatives to big enterprise AI analytics assistants” (30.8% of those answers) | 7.8% 95% CI 3.6–16% 6 mentions · avg pos 6.5 first pick 0% | — | GEMINI 7.1%CHATGPT 14.3%CLAUDE 7.1%PERPLEXITY 7.1% | Claim |
| 47 | Einstein AI | 7.8% 95% CI 3.6–16% 6 mentions · avg pos 8.8 first pick 0% | — | GEMINI 21.4% | Claim |
| 48 | Cursor cursor.sh | 7.8% 95% CI 3.6–16% 6 mentions · avg pos 9 first pick 0% | — | GEMINI 14.3%PERPLEXITY 7.1% | Claim |
| 49 | Coefficient coefficient.io | 7.8% 95% CI 3.6–16% 6 mentions · avg pos 11.3 first pick 0% | — | GEMINI 14.3%CLAUDE 7.1%PERPLEXITY 3.6% | Claim |
| 50 | Google Workspace workspace.google.com | 7.8% 95% CI 3.6–16% 6 mentions · avg pos 19.8 first pick 0% | — | GEMINI 10.7%CHATGPT 14.3%PERPLEXITY 7.1% | Claim |
| 51 | Rows rows.com Best for: AI recommends Rows most when buyers ask “how can AI help me clean and transform messy datasets faster” (38.5% of those answers) | 6.5% 95% CI 2.8–14.3% 5 mentions · avg pos 2.8 first pick 0% | — | CLAUDE 14.3%PERPLEXITY 10.7% | Claim |
| 52 | Quadratic | 6.5% 95% CI 2.8–14.3% 5 mentions · avg pos 4.3 first pick 0% | — | GEMINI 3.6%PERPLEXITY 14.3% | Claim |
| 53 | BlazeSQL blazesql.com Best for: AI recommends BlazeSQL most when buyers ask “best AI assistant for writing SQL queries and data analysis” (46.2% of those answers) | 6.5% 95% CI 2.8–14.3% 5 mentions · avg pos 5.5 first pick 0% | — | GEMINI 10.7%CLAUDE 7.1%PERPLEXITY 3.6% | Claim |
| 54 | Empower empower.com | 6.5% 95% CI 2.8–14.3% 5 mentions · avg pos 8 first pick 0% | — | GEMINI 14.3%CLAUDE 7.1% | Claim |
| 55 | Jupyter Notebooks jupyter.org Best for: AI recommends Jupyter Notebooks most when buyers ask “which AI data tool is best for analysts who prefer Python vs SQL” (38.5% of those answers) | 6.5% 95% CI 2.8–14.3% 5 mentions · avg pos 9 first pick 0% | — | GEMINI 17.9% | Claim |
| 56 | Salesforce Best for: AI recommends Salesforce most when buyers ask “alternatives to big enterprise AI analytics assistants” (53.8% of those answers) | 6.5% 95% CI 2.8–14.3% 5 mentions · avg pos 10.6 first pick 0% | — | GEMINI 10.7%PERPLEXITY 7.1% | Claim |
| 57 | Sisense sisense.com Best for: AI recommends Sisense most when buyers ask “alternatives to big enterprise AI analytics assistants” (53.8% of those answers) | 6.5% 95% CI 2.8–14.3% 5 mentions · avg pos 11.4 first pick 0% | — | GEMINI 7.1%CLAUDE 7.1%PERPLEXITY 7.1% | Claim |
| 58 | Microsoft microsoft.com | 6.5% 95% CI 2.8–14.3% 5 mentions · avg pos 11.6 first pick 0% | — | GEMINI 7.1%CLAUDE 21.4% | Claim |
| 59 | Formula Bot formulabot.com | 6.5% 95% CI 2.8–14.3% 5 mentions · avg pos 12.5 first pick 0% | — | GEMINI 14.3%PERPLEXITY 3.6% | Claim |
| 60 | Numerous numerous.ai Best for: AI recommends Numerous most when buyers ask “how can AI help me clean and transform messy datasets faster” (30.8% of those answers) | 6.5% 95% CI 2.8–14.3% 5 mentions · avg pos 17.5 first pick 0% | — | GEMINI 10.7%PERPLEXITY 7.1% | Claim |
| 61 | Trifacta trifacta.com Best for: AI recommends Trifacta most when buyers ask “how can AI help me clean and transform messy datasets faster” (61.5% of those answers) | 6.5% 95% CI 2.8–14.3% 5 mentions · avg pos 22.3 first pick 0% | — | GEMINI 3.6%CHATGPT 14.3%CLAUDE 7.1%PERPLEXITY 7.1% | Claim |
| 62 | Energent.ai energent.ai Best for: AI recommends Energent.ai most when buyers ask “which AI data tool is best for analysts who prefer Python vs SQL” (46.2% of those answers) | 5.2% 95% CI 2–12.6% 4 mentions · avg pos 3.3 first pick 50% | — | GEMINI 10.7%PERPLEXITY 3.6% | Claim |
| 63 | Snowflake Cortex Analyst Best for: AI recommends Snowflake Cortex Analyst most when buyers ask “alternatives to big enterprise AI analytics assistants” (30.8% of those answers) | 5.2% 95% CI 2–12.6% 4 mentions · avg pos 4.7 first pick 0% | — | GEMINI 3.6%CHATGPT 14.3%PERPLEXITY 7.1% | Claim |
| 64 | Plotly plotly.com | 5.2% 95% CI 2–12.6% 4 mentions · avg pos 7.5 first pick 0% | — | GEMINI 10.7%CHATGPT 14.3% | Claim |
| 65 | Google Data Studio datastudio.google.com | 5.2% 95% CI 2–12.6% 4 mentions · avg pos 8 first pick 0% | — | GEMINI 14.3% | Claim |
| 66 | OpenRefine openrefine.org Best for: AI recommends OpenRefine most when buyers ask “how can AI help me clean and transform messy datasets faster” (38.5% of those answers) | 5.2% 95% CI 2–12.6% 4 mentions · avg pos 8.5 first pick 0% | — | GEMINI 3.6%CLAUDE 7.1%PERPLEXITY 7.1% | Claim |
| 67 | scikit-learn Best for: AI recommends scikit-learn most when buyers ask “which AI data tool is best for analysts who prefer Python vs SQL” (30.8% of those answers) | 5.2% 95% CI 2–12.6% 4 mentions · avg pos 9 first pick 0% | — | GEMINI 10.7%CHATGPT 14.3% | Claim |
| 68 | Apache Spark spark.apache.org | 5.2% 95% CI 2–12.6% 4 mentions · avg pos 9.3 first pick 0% | — | GEMINI 14.3% | Claim |
| 69 | Drift drift.com | 5.2% 95% CI 2–12.6% 4 mentions · avg pos 9.8 first pick 0% | — | GEMINI 10.7%CLAUDE 7.1% | Claim |
| 70 | Polymer | 5.2% 95% CI 2–12.6% 4 mentions · avg pos 9.8 first pick 0% | — | GEMINI 7.1%PERPLEXITY 7.1% | Claim |
| 71 | Orange orange.readthedocs.io | 5.2% 95% CI 2–12.6% 4 mentions · avg pos 12 first pick 0% | — | GEMINI 14.3% | Claim |
| 72 | Streamlit | 5.2% 95% CI 2–12.6% 4 mentions · avg pos 14.5 first pick 0% | — | GEMINI 10.7%CLAUDE 7.1% | Claim |
| 73 | Holistics holistics.io | 5.2% 95% CI 2–12.6% 4 mentions · avg pos 15 first pick 0% | — | GEMINI 7.1%CLAUDE 7.1%PERPLEXITY 3.6% | Claim |
| 74 | Snowflake Cortex AI | 5.2% 95% CI 2–12.6% 4 mentions · avg pos 17.8 first pick 0% | — | GEMINI 3.6%CHATGPT 28.6%PERPLEXITY 3.6% | Claim |
| 75 | NumPy | 5.2% 95% CI 2–12.6% 4 mentions · avg pos 18.5 first pick 0% | — | GEMINI 7.1%CHATGPT 28.6% | Claim |
| 76 | Glean glean.com Best for: AI recommends Glean most when buyers ask “alternatives to big enterprise AI analytics assistants” (30.8% of those answers) | 5.2% 95% CI 2–12.6% 4 mentions · avg pos 19.8 first pick 0% | — | CHATGPT 14.3%PERPLEXITY 10.7% | Claim |
| 77 | Matplotlib | 5.2% 95% CI 2–12.6% 4 mentions · avg pos 25.8 first pick 0% | — | GEMINI 10.7%CHATGPT 14.3% | Claim |
| 78 | Databricks Genie | 5.2% 95% CI 2–12.6% 4 mentions · avg pos 27.7 first pick 0% | — | GEMINI 7.1%CHATGPT 14.3%PERPLEXITY 3.6% | Claim |
| 79 | ChatGPT Enterprise Best for: AI recommends ChatGPT Enterprise most when buyers ask “alternatives to big enterprise AI analytics assistants” (30.8% of those answers) | 5.2% 95% CI 2–12.6% 4 mentions · avg pos 28 first pick 0% | — | GEMINI 7.1%CHATGPT 14.3%PERPLEXITY 3.6% | Claim |
| 80 | DataGrip Best for: AI recommends DataGrip most when buyers ask “best AI assistant for writing SQL queries and data analysis” (30.8% of those answers) | 3.9% 95% CI 1.3–10.8% 3 mentions · avg pos 4.3 first pick 0% | — | GEMINI 3.6%CLAUDE 14.3% | Claim |
| 81 | Vanna AI vanna.ai | 3.9% 95% CI 1.3–10.8% 3 mentions · avg pos 5 first pick 0% | — | GEMINI 10.7% | Claim |
| 82 | dbForge Studio devart.com | 3.9% 95% CI 1.3–10.8% 3 mentions · avg pos 6.5 first pick 0% | — | GEMINI 3.6%CLAUDE 7.1%PERPLEXITY 3.6% | Claim |
| 83 | dbForge AI Assistant | 3.9% 95% CI 1.3–10.8% 3 mentions · avg pos 6.7 first pick 0% | — | GEMINI 7.1%CLAUDE 7.1% | Claim |
| 84 | Mito trymito.io | 3.9% 95% CI 1.3–10.8% 3 mentions · avg pos 8 first pick 0% | — | GEMINI 10.7% | Claim |
| 85 | Power BI Desktop | 3.9% 95% CI 1.3–10.8% 3 mentions · avg pos 8 first pick 0% | — | GEMINI 10.7% | Claim |
| 86 | Moveworks | 3.9% 95% CI 1.3–10.8% 3 mentions · avg pos 10.3 first pick 0% | — | PERPLEXITY 10.7% | Claim |
| 87 | Definite definite.app | 3.9% 95% CI 1.3–10.8% 3 mentions · avg pos 10.5 first pick 0% | — | GEMINI 7.1%PERPLEXITY 3.6% | Claim |
| 88 | IBM | 3.9% 95% CI 1.3–10.8% 3 mentions · avg pos 20.7 first pick 0% | — | GEMINI 3.6%CHATGPT 14.3%CLAUDE 7.1% | Claim |
| 89 | Polars | 3.9% 95% CI 1.3–10.8% 3 mentions · avg pos 21 first pick 0% | — | GEMINI 3.6%CHATGPT 28.6% | Claim |
| 90 | Seaborn | 3.9% 95% CI 1.3–10.8% 3 mentions · avg pos 31.7 first pick 0% | — | GEMINI 7.1%CHATGPT 14.3% | Claim |
| 91 | dbt getdbt.com | 3.9% 95% CI 1.3–10.8% 3 mentions · avg pos 32 first pick 0% | — | CHATGPT 42.9% | Claim |
| 92 | Grist getgrist.com Best for: AI recommends Grist most when buyers ask “how can AI help me clean and transform messy datasets faster” (46.2% of those answers) | 3.9% 95% CI 1.3–10.8% 3 mentions first pick 0% | — | PERPLEXITY 10.7% | Claim |
| 93 | SciSpace scispace.com Best for: AI recommends SciSpace most when buyers ask “how can AI help me clean and transform messy datasets faster” (30.8% of those answers) | 3.9% 95% CI 1.3–10.8% 3 mentions first pick 0% | — | PERPLEXITY 10.7% | Claim |
| 94 | Splunk splunk.com Best for: AI recommends Splunk most when buyers ask “which AI data tool is best for analysts who prefer Python vs SQL” (38.5% of those answers) | 3.9% 95% CI 1.3–10.8% 3 mentions first pick 0% | — | PERPLEXITY 10.7% | Claim |
| 95 | Dot getdot.ai | 2.6% 95% CI 0.7–9% 2 mentions · avg pos 2 first pick 0% | — | GEMINI 3.6%PERPLEXITY 3.6% | Claim |
| 96 | Mode | 2.6% 95% CI 0.7–9% 2 mentions · avg pos 2 first pick 0% | — | GEMINI 3.6%CLAUDE 7.1% | Claim |
| 97 | AnswerRocket | 2.6% 95% CI 0.7–9% 2 mentions · avg pos 4 first pick 50% | — | GEMINI 3.6%PERPLEXITY 3.6% | Claim |
| 98 | GitHub Copilot | 2.6% 95% CI 0.7–9% 2 mentions · avg pos 4 first pick 0% | — | PERPLEXITY 7.1% | Claim |
| 99 | AskYourDatabase askyourdatabase.com | 2.6% 95% CI 0.7–9% 2 mentions · avg pos 5 first pick 0% | — | GEMINI 3.6%PERPLEXITY 3.6% | Claim |
| 100 | Chat2DB | 2.6% 95% CI 0.7–9% 2 mentions · avg pos 6 first pick 0% | — | GEMINI 3.6%CLAUDE 7.1% | Claim |
Reading the numbers: Share is a point estimate on 77 sampled answers, so each row also shows its 95% CI — the Wilson score interval around that share. When two products' intervals overlap, the gap between them isn't statistically meaningful at this sample size. First pick is the share of a product's recommending answers where it was named first, which separates “always mentioned” from “usually the top recommendation”. Full methodology.
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.
What AI recommends in adjacent categories — same method, fresh weekly.
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