What AI assistants actually recommend when buyers ask about ai tools for financial analysts — measured weekly across 4 engines, published as open data.
Updated 2026-08-04 · 63 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: 63 AI answers · Window: Jul 7, 2026 – Aug 4, 2026 (4-week rolling) · trend vs prior 4 weeks (44 answers)
Across 63 sampled AI answers from 4 engines, Shortcut is recommended most often — appearing in 36.5% of recommendations, followed by Datarails (34.9%) and Hebbia (33.3%).
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 | Shortcut shortcut.com Best for: AI recommends Shortcut most when buyers ask “best AI tools for financial analysts” (83.3% of those answers) | 36.5% 95% CI 25.7–48.9% 23 mentions · avg pos 5.3 first pick 34.8% | — | GEMINI 32%CLAUDE 60%PERPLEXITY 46.2% | Claim |
| 2 | Datarails Best for: AI recommends Datarails most when buyers ask “affordable alternatives to enterprise AI financial analysis platforms” (58.3% of those answers) | 34.9% 95% CI 24.3–47.2% 22 mentions · avg pos 9.4 first pick 0% | — | GEMINI 52%CHATGPT 14.3%CLAUDE 40%PERPLEXITY 23.1% | Claim |
| 3 | Hebbia Best for: AI recommends Hebbia most when buyers ask “which AI financial analysis tool is best for equity research vs corporate finance” (55.6% of those answers) | 33.3% 95% CI 22.9–45.6% 21 mentions · avg pos 6.2 first pick 19% | — | GEMINI 40%CHATGPT 14.3%CLAUDE 20%PERPLEXITY 34.6% | Claim |
| 4 | AlphaSense alpha-sense.com Best for: AI recommends AlphaSense most when buyers ask “which AI financial analysis tool is best for equity research vs corporate finance” (88.9% of those answers) | 31.7% 95% CI 21.6–44% 20 mentions · avg pos 6.4 first pick 30% | — | GEMINI 20%CHATGPT 28.6%CLAUDE 60%PERPLEXITY 38.5% | Claim |
| 5 | Anaplan anaplan.com Best for: AI recommends Anaplan most when buyers ask “best AI tools for financial analysts” (41.7% of those answers) | 23.8% 95% CI 15–35.6% 15 mentions · avg pos 6.9 first pick 0% | — | GEMINI 48%CLAUDE 40%PERPLEXITY 3.8% | Claim |
| 6 | Daloopa daloopa.com Best for: AI recommends Daloopa most when buyers ask “which AI financial analysis tool is best for equity research vs corporate finance” (66.7% of those answers) | 22.2% 95% CI 13.7–33.9% 14 mentions · avg pos 6.2 first pick 14.3% | — | GEMINI 20%CHATGPT 28.6%CLAUDE 40%PERPLEXITY 19.2% | Claim |
| 7 | Microsoft microsoft.com Best for: AI recommends Microsoft most when buyers ask “how do I use AI to build financial models faster in Excel or spreadsheets” (36.4% of those answers) | 22.2% 95% CI 13.7–33.9% 14 mentions · avg pos 10.2 first pick 7.1% | — | GEMINI 24%CHATGPT 57.1%PERPLEXITY 15.4% | Claim |
| 8 | Claude in Excel Best for: AI recommends Claude in Excel most when buyers ask “how do I use AI to build financial models faster in Excel or spreadsheets” (36.4% of those answers) | 20.6% 95% CI 12.5–32.2% 13 mentions · avg pos 5.1 first pick 15.4% | — | GEMINI 8%PERPLEXITY 42.3% | Claim |
| 9 | Cube cube.dev Best for: AI recommends Cube most when buyers ask “best AI tools for financial analysts” (50% of those answers) | 20.6% 95% CI 12.5–32.2% 13 mentions · avg pos 8.6 first pick 0% | — | GEMINI 32%CLAUDE 40%PERPLEXITY 11.5% | Claim |
| 10 | Kensho Best for: AI recommends Kensho most when buyers ask “best AI tools for financial analysts” (58.3% of those answers) | 19% 95% CI 11.2–30.4% 12 mentions · avg pos 6.8 first pick 0% | — | GEMINI 36%CLAUDE 60% | Claim |
| 11 | Google Sheets sheets.google.com Best for: AI recommends Google Sheets most when buyers ask “how do I use AI to build financial models faster in Excel or spreadsheets” (72.7% of those answers) | 17.5% 95% CI 10–28.6% 11 mentions · avg pos 6.9 first pick 9.1% | — | GEMINI 24%CHATGPT 14.3%CLAUDE 40%PERPLEXITY 7.7% | Claim |
| 12 | DataSnipper Best for: AI recommends DataSnipper most when buyers ask “best AI tools for financial analysts” (41.7% of those answers) | 17.5% 95% CI 10–28.6% 11 mentions · avg pos 8.3 first pick 0% | — | GEMINI 28%PERPLEXITY 15.4% | Claim |
| 13 | Julius AI julius.ai Best for: AI recommends Julius AI most when buyers ask “affordable alternatives to enterprise AI financial analysis platforms” (50% of those answers) | 17.5% 95% CI 10–28.6% 11 mentions · avg pos 9.6 first pick 9.1% | — | GEMINI 36%CLAUDE 40% | Claim |
| 14 | FinChat stockinsights.ai Best for: AI recommends FinChat most when buyers ask “affordable alternatives to enterprise AI financial analysis platforms” (41.7% of those answers) | 15.9% 95% CI 8.9–26.8% 10 mentions · avg pos 5.6 first pick 10% | — | GEMINI 8%CHATGPT 28.6%PERPLEXITY 23.1% | Claim |
| 15 | Wall Street Prep wallstreetprep.com Best for: AI recommends Wall Street Prep most when buyers ask “best AI assistant for financial modeling and analysis” (58.3% of those answers) | 14.3% 95% CI 7.7–25% 9 mentions · avg pos 1 first pick 44.4% | — | CLAUDE 20%PERPLEXITY 30.8% | Claim |
| 16 | Python python.org Best for: AI recommends Python most when buyers ask “best AI tools for financial analysts” (33.3% of those answers) | 14.3% 95% CI 7.7–25% 9 mentions · avg pos 9.3 first pick 11.1% | — | GEMINI 4%CHATGPT 57.1%CLAUDE 20%PERPLEXITY 11.5% | Claim |
| 17 | Workiva Best for: AI recommends Workiva most when buyers ask “what AI tool should I use to automate financial statement analysis” (33.3% of those answers) | 14.3% 95% CI 7.7–25% 9 mentions · avg pos 10.2 first pick 0% | — | GEMINI 32%PERPLEXITY 3.8% | Claim |
| 18 | MindBridge Best for: AI recommends MindBridge most when buyers ask “best AI tools for financial analysts” (41.7% of those answers) | 14.3% 95% CI 7.7–25% 9 mentions · avg pos 11.1 first pick 0% | — | GEMINI 28%PERPLEXITY 7.7% | Claim |
| 19 | Pigment pigment.io Best for: AI recommends Pigment most when buyers ask “best AI tools for financial analysts” (33.3% of those answers) | 12.7% 95% CI 6.6–23.1% 8 mentions · avg pos 8.3 first pick 12.5% | — | GEMINI 20%CLAUDE 20%PERPLEXITY 7.7% | Claim |
| 20 | Planful | 12.7% 95% CI 6.6–23.1% 8 mentions · avg pos 10.4 first pick 0% | — | GEMINI 20%CHATGPT 14.3%CLAUDE 20%PERPLEXITY 3.8% | Claim |
| 21 | Ramp ramp.com Best for: AI recommends Ramp most when buyers ask “affordable alternatives to enterprise AI financial analysis platforms” (33.3% of those answers) | 12.7% 95% CI 6.6–23.1% 8 mentions · avg pos 11.1 first pick 0% | — | GEMINI 32% | Claim |
| 22 | FactSet factset.com Best for: AI recommends FactSet most when buyers ask “best AI tools for financial analysts” (50% of those answers) | 12.7% 95% CI 6.6–23.1% 8 mentions · avg pos 11.2 first pick 0% | — | CHATGPT 28.6%CLAUDE 40%PERPLEXITY 15.4% | Claim |
| 23 | Notebook LM notebooklm.google.com Best for: AI recommends Notebook LM most when buyers ask “best AI tools for financial analysts” (50% of those answers) | 11.1% 95% CI 5.5–21.2% 7 mentions · avg pos 5.2 first pick 0% | — | GEMINI 16%PERPLEXITY 11.5% | Claim |
| 24 | QuickBooks quickbooks.intuit.com Best for: AI recommends QuickBooks most when buyers ask “affordable alternatives to enterprise AI financial analysis platforms” (50% of those answers) | 11.1% 95% CI 5.5–21.2% 7 mentions · avg pos 9.5 first pick 0% | — | GEMINI 12%CLAUDE 20%PERPLEXITY 11.5% | Claim |
| 25 | Koyfin koyfin.com Best for: AI recommends Koyfin most when buyers ask “affordable alternatives to enterprise AI financial analysis platforms” (33.3% of those answers) | 9.5% 95% CI 4.4–19.3% 6 mentions · avg pos 4.2 first pick 0% | — | GEMINI 8%CHATGPT 14.3%PERPLEXITY 11.5% | Claim |
| 26 | Drivetrain drivetrain.ai | 9.5% 95% CI 4.4–19.3% 6 mentions · avg pos 8.5 first pick 0% | — | GEMINI 8%CLAUDE 20%PERPLEXITY 11.5% | Claim |
| 27 | Abacum | 9.5% 95% CI 4.4–19.3% 6 mentions · avg pos 9.4 first pick 0% | — | GEMINI 16%PERPLEXITY 7.7% | Claim |
| 28 | Alteryx Best for: AI recommends Alteryx most when buyers ask “best AI tools for financial analysts” (41.7% of those answers) | 9.5% 95% CI 4.4–19.3% 6 mentions · avg pos 10 first pick 0% | — | GEMINI 24% | Claim |
| 29 | Numerous numerous.ai Best for: AI recommends Numerous most when buyers ask “how do I use AI to build financial models faster in Excel or spreadsheets” (63.6% of those answers) | 9.5% 95% CI 4.4–19.3% 6 mentions · avg pos 12 first pick 0% | — | GEMINI 24% | Claim |
| 30 | Runway runwayml.com | 7.9% 95% CI 3.4–17.3% 5 mentions · avg pos 5.4 first pick 0% | — | GEMINI 16%PERPLEXITY 3.8% | Claim |
| 31 | Vena Best for: AI recommends Vena most when buyers ask “affordable alternatives to enterprise AI financial analysis platforms” (33.3% of those answers) | 7.9% 95% CI 3.4–17.3% 5 mentions · avg pos 7.8 first pick 0% | — | GEMINI 12%PERPLEXITY 7.7% | Claim |
| 32 | Numeric | 7.9% 95% CI 3.4–17.3% 5 mentions · avg pos 8.5 first pick 0% | — | GEMINI 8%PERPLEXITY 11.5% | Claim |
| 33 | Trullion trullion.com Best for: AI recommends Trullion most when buyers ask “affordable alternatives to enterprise AI financial analysis platforms” (33.3% of those answers) | 7.9% 95% CI 3.4–17.3% 5 mentions · avg pos 9.3 first pick 0% | — | GEMINI 12%CLAUDE 20%PERPLEXITY 3.8% | Claim |
| 34 | Fintool | 7.9% 95% CI 3.4–17.3% 5 mentions · avg pos 14.8 first pick 0% | — | GEMINI 12%PERPLEXITY 7.7% | Claim |
| 35 | Validis | 7.9% 95% CI 3.4–17.3% 5 mentions · avg pos 15.4 first pick 0% | — | GEMINI 20% | Claim |
| 36 | FinRobot Best for: AI recommends FinRobot most when buyers ask “affordable alternatives to enterprise AI financial analysis platforms” (33.3% of those answers) | 6.3% 95% CI 2.5–15.2% 4 mentions · avg pos 1.5 first pick 75% | — | GEMINI 16% | Claim |
| 37 | Energent.ai energent.ai Best for: AI recommends Energent.ai most when buyers ask “what AI tool should I use to automate financial statement analysis” (50% of those answers) | 6.3% 95% CI 2.5–15.2% 4 mentions · avg pos 2.7 first pick 25% | — | GEMINI 4%CLAUDE 20%PERPLEXITY 7.7% | Claim |
| 38 | Xero xero.com | 6.3% 95% CI 2.5–15.2% 4 mentions · avg pos 9.3 first pick 0% | — | GEMINI 16% | Claim |
| 39 | DataRobot datarobot.com Best for: AI recommends DataRobot most when buyers ask “best AI tools for financial analysts” (33.3% of those answers) | 6.3% 95% CI 2.5–15.2% 4 mentions · avg pos 12.5 first pick 0% | — | GEMINI 16% | Claim |
| 40 | Power BI with Copilot | 6.3% 95% CI 2.5–15.2% 4 mentions · avg pos 14.3 first pick 0% | — | GEMINI 16% | Claim |
| 41 | Capix | 6.3% 95% CI 2.5–15.2% 4 mentions · avg pos 14.5 first pick 0% | — | GEMINI 16% | Claim |
| 42 | Brex brex.com | 6.3% 95% CI 2.5–15.2% 4 mentions · avg pos 15 first pick 0% | — | GEMINI 16% | Claim |
| 43 | Tableau tableau.com Best for: AI recommends Tableau most when buyers ask “best AI tools for financial analysts” (33.3% of those answers) | 6.3% 95% CI 2.5–15.2% 4 mentions · avg pos 23.3 first pick 0% | — | GEMINI 8%CHATGPT 14.3%PERPLEXITY 3.8% | Claim |
| 44 | ForesightXL | 4.8% 95% CI 1.6–13.1% 3 mentions · avg pos 6 first pick 0% | — | GEMINI 12% | Claim |
| 45 | V7 v7labs.com Best for: AI recommends V7 most when buyers ask “what AI tool should I use to automate financial statement analysis” (41.7% of those answers) | 4.8% 95% CI 1.6–13.1% 3 mentions · avg pos 6 first pick 0% | — | CLAUDE 20%PERPLEXITY 7.7% | Claim |
| 46 | FinanceGPT financegpt.uk | 4.8% 95% CI 1.6–13.1% 3 mentions · avg pos 6.7 first pick 0% | — | GEMINI 12% | Claim |
| 47 | Apers XL-2 apers.app Best for: AI recommends Apers XL-2 most when buyers ask “how do I use AI to build financial models faster in Excel or spreadsheets” (36.4% of those answers) | 4.8% 95% CI 1.6–13.1% 3 mentions · avg pos 7.5 first pick 0% | — | GEMINI 8%PERPLEXITY 3.8% | Claim |
| 48 | Endex Best for: AI recommends Endex most when buyers ask “how do I use AI to build financial models faster in Excel or spreadsheets” (36.4% of those answers) | 4.8% 95% CI 1.6–13.1% 3 mentions · avg pos 8 first pick 0% | — | GEMINI 8%CLAUDE 20% | Claim |
| 49 | Cleo Best for: AI recommends Cleo most when buyers ask “affordable alternatives to enterprise AI financial analysis platforms” (33.3% of those answers) | 4.8% 95% CI 1.6–13.1% 3 mentions · avg pos 8.7 first pick 0% | — | GEMINI 12% | Claim |
| 50 | Tracelight | 4.8% 95% CI 1.6–13.1% 3 mentions · avg pos 9.3 first pick 33.3% | — | PERPLEXITY 11.5% | Claim |
| 51 | Aleph | 4.8% 95% CI 1.6–13.1% 3 mentions · avg pos 10 first pick 0% | — | GEMINI 8%CHATGPT 14.3% | Claim |
| 52 | Docyt | 4.8% 95% CI 1.6–13.1% 3 mentions · avg pos 14.3 first pick 0% | — | GEMINI 12% | Claim |
| 53 | FinGPT | 3.2% 95% CI 0.9–10.9% 2 mentions · avg pos 1.5 first pick 50% | — | GEMINI 8% | Claim |
| 54 | Brightwave brightwave.io Best for: AI recommends Brightwave most when buyers ask “how can AI help analysts write clearer investment research reports” (33.3% of those answers) | 3.2% 95% CI 0.9–10.9% 2 mentions · avg pos 5 first pick 0% | — | PERPLEXITY 7.7% | Claim |
| 55 | Fathom usefathom.com | 3.2% 95% CI 0.9–10.9% 2 mentions · avg pos 6 first pick 0% | — | GEMINI 8% | Claim |
| 56 | Vena Solutions venasolutions.com | 3.2% 95% CI 0.9–10.9% 2 mentions · avg pos 6 first pick 0% | — | GEMINI 4%PERPLEXITY 3.8% | Claim |
| 57 | Oracle AI oracle.com | 3.2% 95% CI 0.9–10.9% 2 mentions · avg pos 7 first pick 0% | — | CHATGPT 14.3%CLAUDE 20% | Claim |
| 58 | SheetAI | 3.2% 95% CI 0.9–10.9% 2 mentions · avg pos 7 first pick 0% | — | GEMINI 8% | Claim |
| 59 | Zoho zoho.com Best for: AI recommends Zoho most when buyers ask “affordable alternatives to enterprise AI financial analysis platforms” (33.3% of those answers) | 3.2% 95% CI 0.9–10.9% 2 mentions · avg pos 7.5 first pick 0% | — | GEMINI 4%CLAUDE 20% | Claim |
| 60 | Julius | 3.2% 95% CI 0.9–10.9% 2 mentions · avg pos 8 first pick 0% | — | GEMINI 8% | Claim |
| 61 | StackAI stackai.com | 3.2% 95% CI 0.9–10.9% 2 mentions · avg pos 8 first pick 0% | — | GEMINI 8% | Claim |
| 62 | GPT for Work | 3.2% 95% CI 0.9–10.9% 2 mentions · avg pos 9.5 first pick 0% | — | GEMINI 8% | Claim |
| 63 | Rocket Money | 3.2% 95% CI 0.9–10.9% 2 mentions · avg pos 12 first pick 0% | — | GEMINI 8% | Claim |
| 64 | Snowflake snowflake.com | 3.2% 95% CI 0.9–10.9% 2 mentions · avg pos 14.5 first pick 0% | — | GEMINI 4%CHATGPT 14.3% | Claim |
| 65 | ChatFin chatfin.ai | 3.2% 95% CI 0.9–10.9% 2 mentions · avg pos 19.5 first pick 0% | — | GEMINI 8% | Claim |
| 66 | Karbon | 3.2% 95% CI 0.9–10.9% 2 mentions · avg pos 20 first pick 0% | — | GEMINI 4%PERPLEXITY 3.8% | Claim |
| 67 | Power Query | 3.2% 95% CI 0.9–10.9% 2 mentions · avg pos 31.5 first pick 0% | — | CHATGPT 28.6% | Claim |
| 68 | F6S f6s.com | 3.2% 95% CI 0.9–10.9% 2 mentions first pick 0% | — | PERPLEXITY 7.7% | Claim |
| 69 | Visualping visualping.io Best for: AI recommends Visualping most when buyers ask “how can AI help analysts write clearer investment research reports” (33.3% of those answers) | 3.2% 95% CI 0.9–10.9% 2 mentions first pick 0% | — | PERPLEXITY 7.7% | Claim |
| 70 | Claude Code claude.com | 1.6% 95% CI 0.3–8.5% 1 mentions · avg pos 3 first pick 0% | — | CHATGPT 14.3% | Claim |
| 71 | GPTExcel | 1.6% 95% CI 0.3–8.5% 1 mentions · avg pos 3 first pick 0% | — | GEMINI 4% | Claim |
| 72 | Workday workday.com | 1.6% 95% CI 0.3–8.5% 1 mentions · avg pos 3 first pick 0% | — | CLAUDE 20% | Claim |
| 73 | Bloomberg Law AI bloomberg.com | 1.6% 95% CI 0.3–8.5% 1 mentions · avg pos 4 first pick 0% | — | GEMINI 4% | Claim |
| 74 | Brixx | 1.6% 95% CI 0.3–8.5% 1 mentions · avg pos 4 first pick 0% | — | PERPLEXITY 3.8% | Claim |
| 75 | Ajelix ajelix.com | 1.6% 95% CI 0.3–8.5% 1 mentions · avg pos 5 first pick 0% | — | GEMINI 4% | Claim |
| 76 | Wave Payroll waveapps.com | 1.6% 95% CI 0.3–8.5% 1 mentions · avg pos 5 first pick 0% | — | GEMINI 4% | Claim |
| 77 | Altair | 1.6% 95% CI 0.3–8.5% 1 mentions · avg pos 6 first pick 0% | — | GEMINI 4% | Claim |
| 78 | Microsoft Power BI powerbi.microsoft.com | 1.6% 95% CI 0.3–8.5% 1 mentions · avg pos 6 first pick 0% | — | GEMINI 4% | Claim |
| 79 | Domo domo.com | 1.6% 95% CI 0.3–8.5% 1 mentions · avg pos 7 first pick 0% | — | GEMINI 4% | Claim |
| 80 | Jirav jirav.com | 1.6% 95% CI 0.3–8.5% 1 mentions · avg pos 7 first pick 0% | — | GEMINI 4% | Claim |
| 81 | Maxio maxio.com | 1.6% 95% CI 0.3–8.5% 1 mentions · avg pos 7 first pick 0% | — | GEMINI 4% | Claim |
| 82 | Planir | 1.6% 95% CI 0.3–8.5% 1 mentions · avg pos 7 first pick 0% | — | GEMINI 4% | Claim |
| 83 | Mosaic | 1.6% 95% CI 0.3–8.5% 1 mentions · avg pos 8 first pick 0% | — | CLAUDE 20% | Claim |
| 84 | Shortcut AI | 1.6% 95% CI 0.3–8.5% 1 mentions · avg pos 8 first pick 0% | — | GEMINI 4% | Claim |
| 85 | Expensify expensify.com | 1.6% 95% CI 0.3–8.5% 1 mentions · avg pos 9 first pick 0% | — | GEMINI 4% | Claim |
| 86 | Fyle fyle.com | 1.6% 95% CI 0.3–8.5% 1 mentions · avg pos 11 first pick 0% | — | GEMINI 4% | Claim |
| 87 | Spendesk spendesk.com | 1.6% 95% CI 0.3–8.5% 1 mentions · avg pos 11 first pick 0% | — | GEMINI 4% | Claim |
| 88 | QuickFS | 1.6% 95% CI 0.3–8.5% 1 mentions · avg pos 12 first pick 0% | — | CHATGPT 14.3% | Claim |
| 89 | Narrative Science narrativescience.com | 1.6% 95% CI 0.3–8.5% 1 mentions · avg pos 13 first pick 0% | — | GEMINI 4% | Claim |
| 90 | FinanceOS | 1.6% 95% CI 0.3–8.5% 1 mentions · avg pos 15 first pick 0% | — | CHATGPT 14.3% | Claim |
| 91 | Hopper hopper.com | 1.6% 95% CI 0.3–8.5% 1 mentions · avg pos 15 first pick 0% | — | GEMINI 4% | Claim |
| 92 | ChatGPT Enterprise | 1.6% 95% CI 0.3–8.5% 1 mentions · avg pos 26 first pick 0% | — | CHATGPT 14.3% | Claim |
| 93 | Otio otio.ai Best for: AI recommends Otio most when buyers ask “what AI tool should I use to automate financial statement analysis” (33.3% of those answers) | 1.6% 95% CI 0.3–8.5% 1 mentions first pick 0% | — | PERPLEXITY 3.8% | Claim |
| 94 | Solver | 1.6% 95% CI 0.3–8.5% 1 mentions first pick 0% | — | PERPLEXITY 3.8% | Claim |
| 95 | TubeOnAI tubeonai.com Best for: AI recommends TubeOnAI most when buyers ask “how can AI help analysts write clearer investment research reports” (33.3% of those answers) | 1.6% 95% CI 0.3–8.5% 1 mentions first pick 0% | — | PERPLEXITY 3.8% | Claim |
| 96 | o11 o11.ai Best for: AI recommends o11 most when buyers ask “best AI assistant for financial modeling and analysis” (50% of those answers) | 1.6% 95% CI 0.3–8.5% 1 mentions first pick 0% | — | PERPLEXITY 3.8% | Claim |
Reading the numbers: Share is a point estimate on 63 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.
Not in the answer? That's fixable.
Check Your AI Visibility →© 2026 Orbator. All rights reserved.