What AI assistants actually recommend when buyers ask about time tracking software — measured weekly across 5 engines, published as open data.
Updated 2026-08-01 · 84 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: 84 AI answers · Window: Jul 4, 2026 – Aug 1, 2026 (4-week rolling) · trend vs prior 4 weeks (42 answers)
Across 84 sampled AI answers from 5 engines, Toggl Track is recommended most often — appearing in 82.1% of recommendations, followed by Harvest (82.1%) and Clockify (73.8%).
This is a measurement of share of voice across 5 AI engines — not an editorial pick. See the full ranking below.
| # | Product | Share | Trend | Engines | |
|---|---|---|---|---|---|
| 1 | Toggl Track toggl.com Best for: AI recommends Toggl Track most when buyers ask “best employee time tracking tools for remote teams” (100% of those answers) | 82.1% 95% CI 72.6–88.9% 69 mentions · avg pos 3.8 first pick 29% | — | GROK 100%GEMINI 82.1%CHATGPT 85.7%CLAUDE 64.3%PERPLEXITY 85.7% | Claim |
| 2 | Harvest getharvest.com Best for: AI recommends Harvest most when buyers ask “simple alternatives to complex time tracking and billing platforms” (100% of those answers) | 82.1% 95% CI 72.6–88.9% 69 mentions · avg pos 5.3 first pick 11.6% | — | GROK 100%GEMINI 85.7%CHATGPT 85.7%CLAUDE 78.6%PERPLEXITY 75% | Claim |
| 3 | Clockify clockify.me Best for: AI recommends Clockify most when buyers ask “simple alternatives to complex time tracking and billing platforms” (100% of those answers) | 73.8% 95% CI 63.5–82% 62 mentions · avg pos 5.7 first pick 16.1% | — | GROK 100%GEMINI 78.6%CHATGPT 85.7%CLAUDE 42.9%PERPLEXITY 75% | Claim |
| 4 | QuickBooks quickbooks.intuit.com Best for: AI recommends QuickBooks most when buyers ask “which time tracking tool integrates best with accounting software” (100% of those answers) | 39.3% 95% CI 29.5–50% 33 mentions · avg pos 5.5 first pick 36.4% | — | GROK 71.4%GEMINI 46.4%CHATGPT 28.6%CLAUDE 35.7%PERPLEXITY 28.6% | Claim |
| 5 | Timely timely.com Best for: AI recommends Timely most when buyers ask “how do I track time across multiple client projects automatically” (71.4% of those answers) | 34.5% 95% CI 25.2–45.2% 29 mentions · avg pos 10 first pick 6.9% | — | GROK 42.9%GEMINI 53.6%CHATGPT 28.6%CLAUDE 14.3%PERPLEXITY 25% | Claim |
| 6 | Asana asana.com Best for: AI recommends Asana most when buyers ask “how do I track time across multiple client projects automatically” (92.9% of those answers) | 28.6% 95% CI 20–39% 24 mentions · avg pos 7 first pick 0% | — | GROK 14.3%GEMINI 39.3%CHATGPT 42.9%CLAUDE 21.4%PERPLEXITY 21.4% | Claim |
| 7 | Hubstaff hubstaff.com Best for: AI recommends Hubstaff most when buyers ask “best employee time tracking tools for remote teams” (85.7% of those answers) | 28.6% 95% CI 20–39% 24 mentions · avg pos 8.9 first pick 4.2% | — | GROK 42.9%GEMINI 46.4%CHATGPT 28.6%CLAUDE 21.4%PERPLEXITY 10.7% | Claim |
| 8 | Remote remote.com Best for: AI recommends Remote most when buyers ask “best employee time tracking tools for remote teams” (100% of those answers) | 27.4% 95% CI 19–37.7% 23 mentions · avg pos 8.3 first pick 30.4% | — | GROK 14.3%GEMINI 50%CHATGPT 28.6%CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 9 | My Hours Best for: AI recommends My Hours most when buyers ask “simple alternatives to complex time tracking and billing platforms” (71.4% of those answers) | 25% 95% CI 17–35.2% 21 mentions · avg pos 7.6 first pick 4.8% | — | GROK 42.9%GEMINI 39.3%CLAUDE 7.1%PERPLEXITY 21.4% | Claim |
| 10 | TimeCamp Best for: AI recommends TimeCamp most when buyers ask “how do I track time across multiple client projects automatically” (50% of those answers) | 25% 95% CI 17–35.2% 21 mentions · avg pos 10.3 first pick 9.5% | — | GROK 57.1%GEMINI 50%PERPLEXITY 10.7% | Claim |
| 11 | Xero xero.com Best for: AI recommends Xero most when buyers ask “which time tracking tool integrates best with accounting software” (92.9% of those answers) | 22.6% 95% CI 15–32.6% 19 mentions · avg pos 6.5 first pick 10.5% | — | GROK 28.6%GEMINI 25%CHATGPT 28.6%CLAUDE 28.6%PERPLEXITY 14.3% | Claim |
| 12 | FreshBooks freshbooks.com Best for: AI recommends FreshBooks most when buyers ask “which time tracking tool integrates best with accounting software” (57.1% of those answers) | 21.4% 95% CI 14–31.3% 18 mentions · avg pos 8.2 first pick 0% | — | GROK 28.6%GEMINI 25%CHATGPT 42.9%CLAUDE 28.6%PERPLEXITY 7.1% | Claim |
| 13 | TMetric tmetric.com Best for: AI recommends TMetric most when buyers ask “what should I use to track billable hours and generate invoices” (71.4% of those answers) | 21.4% 95% CI 14–31.3% 18 mentions · avg pos 8.5 first pick 5.6% | — | GEMINI 32.1%CLAUDE 21.4%PERPLEXITY 21.4% | Claim |
| 14 | Apploye apploye.com Best for: AI recommends Apploye most when buyers ask “best employee time tracking tools for remote teams” (64.3% of those answers) | 20.2% 95% CI 13–30% 17 mentions · avg pos 5.2 first pick 5.9% | — | GROK 14.3%GEMINI 21.4%CLAUDE 7.1%PERPLEXITY 32.1% | Claim |
| 15 | Zapier AI zapier.com Best for: AI recommends Zapier AI most when buyers ask “how do I track time across multiple client projects automatically” (64.3% of those answers) | 20.2% 95% CI 13–30% 17 mentions · avg pos 5.3 first pick 0% | — | GROK 71.4%GEMINI 3.6%PERPLEXITY 39.3% | Claim |
| 16 | Trello trello.com Best for: AI recommends Trello most when buyers ask “how do I track time across multiple client projects automatically” (71.4% of those answers) | 20.2% 95% CI 13–30% 17 mentions · avg pos 6.6 first pick 0% | — | GROK 14.3%GEMINI 35.7%CHATGPT 28.6%CLAUDE 7.1%PERPLEXITY 10.7% | Claim |
| 17 | MemTime memtime.com Best for: AI recommends MemTime most when buyers ask “which time tracking tool integrates best with accounting software” (42.9% of those answers) | 20.2% 95% CI 13–30% 17 mentions · avg pos 8 first pick 5.9% | — | GROK 57.1%GEMINI 21.4%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 18 | Everhour everhour.com | 19% 95% CI 12.1–28.7% 16 mentions · avg pos 6.4 first pick 0% | — | GEMINI 17.9%CLAUDE 14.3%PERPLEXITY 32.1% | Claim |
| 19 | Jira Best for: AI recommends Jira most when buyers ask “how do I track time across multiple client projects automatically” (64.3% of those answers) | 16.7% 95% CI 10.2–26.1% 14 mentions · avg pos 7.2 first pick 0% | — | GROK 28.6%GEMINI 21.4%CHATGPT 28.6%CLAUDE 14.3%PERPLEXITY 7.1% | Claim |
| 20 | Jibble | 15.5% 95% CI 9.3–24.7% 13 mentions · avg pos 11.5 first pick 0% | — | GROK 42.9%GEMINI 21.4%CHATGPT 14.3%PERPLEXITY 10.7% | Claim |
| 21 | Rize rize.io Best for: AI recommends Rize most when buyers ask “how do I track time across multiple client projects automatically” (50% of those answers) | 14.3% 95% CI 8.4–23.3% 12 mentions · avg pos 5.6 first pick 33.3% | — | GROK 42.9%GEMINI 10.7%CLAUDE 21.4%PERPLEXITY 10.7% | Claim |
| 22 | Time Doctor timedoctor.com Best for: AI recommends Time Doctor most when buyers ask “best employee time tracking tools for remote teams” (64.3% of those answers) | 14.3% 95% CI 8.4–23.3% 12 mentions · avg pos 6.1 first pick 0% | — | GROK 14.3%GEMINI 14.3%CHATGPT 14.3%CLAUDE 21.4%PERPLEXITY 10.7% | Claim |
| 23 | Paymo paymoapp.com Best for: AI recommends Paymo most when buyers ask “best time tracking software for freelancers and agencies” (35.7% of those answers) | 14.3% 95% CI 8.4–23.3% 12 mentions · avg pos 10.7 first pick 0% | — | GEMINI 25%PERPLEXITY 17.9% | Claim |
| 24 | Slack slack.com | 13.1% 95% CI 7.5–21.9% 11 mentions · avg pos 5.8 first pick 0% | — | GROK 28.6%GEMINI 10.7%CHATGPT 42.9%CLAUDE 7.1%PERPLEXITY 7.1% | Claim |
| 25 | BigTime bigtime.net Best for: AI recommends BigTime most when buyers ask “which time tracking tool integrates best with accounting software” (57.1% of those answers) | 11.9% 95% CI 6.6–20.5% 10 mentions · avg pos 8.3 first pick 0% | — | GEMINI 17.9%CLAUDE 14.3%PERPLEXITY 10.7% | Claim |
| 26 | RescueTime rescuetime.com Best for: AI recommends RescueTime most when buyers ask “best time tracking software for freelancers and agencies” (35.7% of those answers) | 11.9% 95% CI 6.6–20.5% 10 mentions · avg pos 11.7 first pick 0% | — | GROK 57.1%GEMINI 17.9%CHATGPT 14.3% | Claim |
| 27 | ClickUp clickup.com Best for: AI recommends ClickUp most when buyers ask “best time tracking software for freelancers and agencies” (42.9% of those answers) | 11.9% 95% CI 6.6–20.5% 10 mentions · avg pos 12.6 first pick 0% | — | GEMINI 21.4%CHATGPT 28.6%CLAUDE 7.1%PERPLEXITY 3.6% | Claim |
| 28 | TSheets tsheets.com Best for: AI recommends TSheets most when buyers ask “which time tracking tool integrates best with accounting software” (50% of those answers) | 9.5% 95% CI 4.9–17.7% 8 mentions · avg pos 2.4 first pick 50% | — | GROK 14.3%GEMINI 14.3%CLAUDE 14.3%PERPLEXITY 3.6% | Claim |
| 29 | Connecteam connecteam.com Best for: AI recommends Connecteam most when buyers ask “best employee time tracking tools for remote teams” (50% of those answers) | 9.5% 95% CI 4.9–17.7% 8 mentions · avg pos 5.8 first pick 12.5% | — | GROK 14.3%GEMINI 10.7%CLAUDE 7.1%PERPLEXITY 10.7% | Claim |
| 30 | Buddy Punch buddypunch.com | 9.5% 95% CI 4.9–17.7% 8 mentions · avg pos 8.5 first pick 0% | — | GROK 14.3%GEMINI 14.3%CLAUDE 7.1%PERPLEXITY 7.1% | Claim |
| 31 | Excel Best for: AI recommends Excel most when buyers ask “simple alternatives to complex time tracking and billing platforms” (42.9% of those answers) | 8.3% 95% CI 4.1–16.2% 7 mentions · avg pos 4.7 first pick 0% | — | GROK 14.3%GEMINI 14.3%CHATGPT 14.3%CLAUDE 7.1% | Claim |
| 32 | Make make.com | 8.3% 95% CI 4.1–16.2% 7 mentions · avg pos 9.2 first pick 14.3% | — | GEMINI 14.3%CLAUDE 14.3%PERPLEXITY 3.6% | Claim |
| 33 | Teamwork teamwork.com Best for: AI recommends Teamwork most when buyers ask “best employee time tracking tools for remote teams” (42.9% of those answers) | 8.3% 95% CI 4.1–16.2% 7 mentions · avg pos 11.6 first pick 0% | — | GEMINI 14.3%CLAUDE 7.1%PERPLEXITY 7.1% | Claim |
| 34 | Bill4Time bill4time.com | 7.1% 95% CI 3.3–14.7% 6 mentions · avg pos 6.4 first pick 0% | — | GEMINI 10.7%CLAUDE 14.3%PERPLEXITY 3.6% | Claim |
| 35 | TrackingTime trackingtime.co | 7.1% 95% CI 3.3–14.7% 6 mentions · avg pos 10.4 first pick 0% | — | GROK 14.3%GEMINI 7.1%CHATGPT 14.3%CLAUDE 7.1%PERPLEXITY 3.6% | Claim |
| 36 | Google Sheets sheets.google.com Best for: AI recommends Google Sheets most when buyers ask “simple alternatives to complex time tracking and billing platforms” (50% of those answers) | 6% 95% CI 2.6–13.2% 5 mentions · avg pos 4.8 first pick 0% | — | GEMINI 10.7%CHATGPT 14.3%CLAUDE 7.1% | Claim |
| 37 | Financial Cents | 6% 95% CI 2.6–13.2% 5 mentions · avg pos 5.3 first pick 20% | — | CLAUDE 21.4%PERPLEXITY 7.1% | Claim |
| 38 | Deel deel.com Best for: AI recommends Deel most when buyers ask “best employee time tracking tools for remote teams” (42.9% of those answers) | 6% 95% CI 2.6–13.2% 5 mentions · avg pos 8.3 first pick 0% | — | GROK 14.3%GEMINI 3.6%CLAUDE 14.3%PERPLEXITY 3.6% | Claim |
| 39 | WorkTime worktime.com Best for: AI recommends WorkTime most when buyers ask “best employee time tracking tools for remote teams” (50% of those answers) | 4.8% 95% CI 1.9–11.6% 4 mentions · avg pos 1.5 first pick 25% | — | GROK 14.3%GEMINI 3.6%CLAUDE 14.3% | Claim |
| 40 | The Digital Project Manager thedigitalprojectmanager.com Best for: AI recommends The Digital Project Manager most when buyers ask “best employee time tracking tools for remote teams” (35.7% of those answers) | 4.8% 95% CI 1.9–11.6% 4 mentions · avg pos 3 first pick 0% | — | GROK 14.3%PERPLEXITY 10.7% | Claim |
| 41 | Karbon | 4.8% 95% CI 1.9–11.6% 4 mentions · avg pos 6.5 first pick 0% | — | CLAUDE 28.6% | Claim |
| 42 | Avaza avaza.com | 4.8% 95% CI 1.9–11.6% 4 mentions · avg pos 8 first pick 0% | — | GEMINI 10.7%CLAUDE 7.1% | Claim |
| 43 | Bonsai | 4.8% 95% CI 1.9–11.6% 4 mentions · avg pos 8.5 first pick 0% | — | GEMINI 3.6%CLAUDE 14.3%PERPLEXITY 3.6% | Claim |
| 44 | TopTracker toptracker.app | 4.8% 95% CI 1.9–11.6% 4 mentions · avg pos 8.5 first pick 0% | — | GEMINI 14.3% | Claim |
| 45 | Zoho zoho.com | 4.8% 95% CI 1.9–11.6% 4 mentions · avg pos 10.3 first pick 0% | — | GROK 14.3%GEMINI 7.1%CLAUDE 7.1% | Claim |
| 46 | ActiveCollab activecollab.com | 4.8% 95% CI 1.9–11.6% 4 mentions · avg pos 12.3 first pick 0% | — | GEMINI 14.3% | Claim |
| 47 | Desklog desklog.io | 4.8% 95% CI 1.9–11.6% 4 mentions · avg pos 15 first pick 0% | — | GEMINI 10.7%PERPLEXITY 3.6% | Claim |
| 48 | Gusto gusto.com | 3.6% 95% CI 1.2–10% 3 mentions · avg pos 2 first pick 33.3% | — | GEMINI 7.1%CLAUDE 7.1% | Claim |
| 49 | Timesheets.com timesheets.com Best for: AI recommends Timesheets.com most when buyers ask “which time tracking tool integrates best with accounting software” (35.7% of those answers) | 3.6% 95% CI 1.2–10% 3 mentions · avg pos 3.3 first pick 0% | — | GEMINI 7.1%CLAUDE 7.1% | Claim |
| 50 | MinuteDock minutedock.com | 3.6% 95% CI 1.2–10% 3 mentions · avg pos 4 first pick 0% | — | GROK 14.3%GEMINI 7.1% | Claim |
| 51 | Productive.io productive.io | 3.6% 95% CI 1.2–10% 3 mentions · avg pos 8 first pick 0% | — | GEMINI 3.6%PERPLEXITY 7.1% | Claim |
| 52 | Deel HR | 3.6% 95% CI 1.2–10% 3 mentions · avg pos 11.5 first pick 0% | — | GROK 14.3%GEMINI 3.6%PERPLEXITY 3.6% | Claim |
| 53 | ClickTime clicktime.com | 3.6% 95% CI 1.2–10% 3 mentions · avg pos 11.7 first pick 0% | — | GROK 14.3%GEMINI 7.1% | Claim |
| 54 | Paycom paycom.com | 3.6% 95% CI 1.2–10% 3 mentions · avg pos 11.7 first pick 0% | — | GEMINI 7.1%CLAUDE 7.1% | Claim |
| 55 | Scoro scoro.com | 3.6% 95% CI 1.2–10% 3 mentions · avg pos 11.7 first pick 33.3% | — | GEMINI 10.7% | Claim |
| 56 | Nifty nifty.com | 3.6% 95% CI 1.2–10% 3 mentions · avg pos 12.3 first pick 0% | — | GEMINI 10.7% | Claim |
| 57 | ADP adp.com | 2.4% 95% CI 0.7–8.3% 2 mentions · avg pos 2 first pick 50% | — | GEMINI 3.6%CLAUDE 7.1% | Claim |
| 58 | Microsoft microsoft.com | 2.4% 95% CI 0.7–8.3% 2 mentions · avg pos 3.5 first pick 0% | — | GROK 14.3%GEMINI 3.6% | Claim |
| 59 | DeskTime desktime.com | 2.4% 95% CI 0.7–8.3% 2 mentions · avg pos 4 first pick 50% | — | GEMINI 7.1% | Claim |
| 60 | TimeSolv timesolv.com | 2.4% 95% CI 0.7–8.3% 2 mentions · avg pos 6 first pick 0% | — | GEMINI 7.1% | Claim |
| 61 | Sage sage.com | 2.4% 95% CI 0.7–8.3% 2 mentions · avg pos 8 first pick 0% | — | GEMINI 3.6%CLAUDE 7.1% | Claim |
| 62 | WebWork Time Tracker | 2.4% 95% CI 0.7–8.3% 2 mentions · avg pos 8 first pick 0% | — | GEMINI 7.1% | Claim |
| 63 | Tick tickspot.com | 2.4% 95% CI 0.7–8.3% 2 mentions · avg pos 10.5 first pick 0% | — | GEMINI 3.6%PERPLEXITY 3.6% | Claim |
| 64 | Uku | 2.4% 95% CI 0.7–8.3% 2 mentions · avg pos 12.5 first pick 0% | — | GEMINI 3.6%CLAUDE 7.1% | Claim |
| 65 | Wrike wrike.com | 2.4% 95% CI 0.7–8.3% 2 mentions · avg pos 16 first pick 0% | — | GEMINI 7.1% | Claim |
| 66 | ClockShark | 2.4% 95% CI 0.7–8.3% 2 mentions · avg pos 16.5 first pick 0% | — | GEMINI 7.1% | Claim |
| 67 | Tally Ho | 2.4% 95% CI 0.7–8.3% 2 mentions first pick 0% | — | GROK 14.3%CLAUDE 7.1% | Claim |
| 68 | Timesheet 365 apps365.com | 2.4% 95% CI 0.7–8.3% 2 mentions first pick 0% | — | PERPLEXITY 7.1% | Claim |
| 69 | Paylocity paylocity.com | 1.2% 95% CI 0.2–6.4% 1 mentions · avg pos 1 first pick 100% | — | CLAUDE 7.1% | Claim |
| 70 | Rippling rippling.com | 1.2% 95% CI 0.2–6.4% 1 mentions · avg pos 1 first pick 100% | — | CLAUDE 7.1% | Claim |
| 71 | Monitask monitask.com | 1.2% 95% CI 0.2–6.4% 1 mentions · avg pos 2 first pick 0% | — | GEMINI 3.6% | Claim |
| 72 | Method CRM method.me | 1.2% 95% CI 0.2–6.4% 1 mentions · avg pos 5 first pick 0% | — | GEMINI 3.6% | Claim |
| 73 | Sage Intacct sageintacct.com | 1.2% 95% CI 0.2–6.4% 1 mentions · avg pos 5 first pick 0% | — | CLAUDE 7.1% | Claim |
| 74 | wAnywhere wanywhere.com | 1.2% 95% CI 0.2–6.4% 1 mentions · avg pos 6 first pick 0% | — | GEMINI 3.6% | Claim |
| 75 | TimeCamp Self-hosted timecamp.com | 1.2% 95% CI 0.2–6.4% 1 mentions · avg pos 7 first pick 0% | — | PERPLEXITY 3.6% | Claim |
| 76 | Insightful insightful.io | 1.2% 95% CI 0.2–6.4% 1 mentions · avg pos 8 first pick 0% | — | GEMINI 3.6% | Claim |
| 77 | Laurel AI | 1.2% 95% CI 0.2–6.4% 1 mentions · avg pos 8 first pick 0% | — | GEMINI 3.6% | Claim |
| 78 | EARLY | 1.2% 95% CI 0.2–6.4% 1 mentions · avg pos 10 first pick 0% | — | GROK 14.3% | Claim |
| 79 | Homebase joinhomebase.com | 1.2% 95% CI 0.2–6.4% 1 mentions · avg pos 10 first pick 0% | — | GEMINI 3.6% | Claim |
| 80 | ActivityWatch activitywatch.net | 1.2% 95% CI 0.2–6.4% 1 mentions · avg pos 12 first pick 0% | — | GROK 14.3% | Claim |
| 81 | Kimai kimai.org | 1.2% 95% CI 0.2–6.4% 1 mentions · avg pos 13 first pick 0% | — | GROK 14.3% | Claim |
| 82 | Factorial factorial.com | 1.2% 95% CI 0.2–6.4% 1 mentions · avg pos 22 first pick 0% | — | GEMINI 3.6% | Claim |
| 83 | Deltek Replicon Time | 1.2% 95% CI 0.2–6.4% 1 mentions · avg pos 23 first pick 0% | — | GEMINI 3.6% | Claim |
| 84 | Agiled agiled.app | 1.2% 95% CI 0.2–6.4% 1 mentions · avg pos 34 first pick 0% | — | CHATGPT 14.3% | Claim |
| 85 | 8am IQ for MyCase mycase.com | 1.2% 95% CI 0.2–6.4% 1 mentions first pick 0% | — | PERPLEXITY 3.6% | Claim |
| 86 | Content Snare contentsnare.com | 1.2% 95% CI 0.2–6.4% 1 mentions first pick 0% | — | PERPLEXITY 3.6% | Claim |
| 87 | Deputy deputy.com | 1.2% 95% CI 0.2–6.4% 1 mentions first pick 0% | — | GROK 14.3% | Claim |
| 88 | Kantata | 1.2% 95% CI 0.2–6.4% 1 mentions first pick 0% | — | CLAUDE 7.1% | Claim |
| 89 | Karbon AI karbonhq.com Best for: AI recommends Karbon AI most when buyers ask “which time tracking tool integrates best with accounting software” (42.9% of those answers) | 1.2% 95% CI 0.2–6.4% 1 mentions first pick 0% | — | PERPLEXITY 3.6% | Claim |
| 90 | OneSuite onesuite.io | 1.2% 95% CI 0.2–6.4% 1 mentions first pick 0% | — | PERPLEXITY 3.6% | Claim |
| 91 | PCMag pcmag.com | 1.2% 95% CI 0.2–6.4% 1 mentions first pick 0% | — | PERPLEXITY 3.6% | Claim |
| 92 | ProjectManager projectmanager.com | 1.2% 95% CI 0.2–6.4% 1 mentions first pick 0% | — | PERPLEXITY 3.6% | Claim |
| 93 | Wave Payroll waveapps.com | 1.2% 95% CI 0.2–6.4% 1 mentions first pick 0% | — | PERPLEXITY 3.6% | Claim |
| 94 | timetoreply timetoreply.com | 1.2% 95% CI 0.2–6.4% 1 mentions first pick 0% | — | PERPLEXITY 3.6% | Claim |
Reading the numbers: Share is a point estimate on 84 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.
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