What AI assistants actually recommend when buyers ask about startup accelerator directories — measured weekly across 5 engines, published as open data.
Updated 2026-08-15 · 51 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: 51 AI answers · Window: Jul 18, 2026 – Aug 15, 2026 (4-week rolling) · trend vs prior 4 weeks (29 answers)
Samples by engine: GEMINI 18 (last run Aug 8, 2026) · PERPLEXITY 13 (last run Aug 5, 2026 — stalest) · CHATGPT 7 (last run Aug 8, 2026) · CLAUDE 7 (last run Aug 6, 2026) · GROK 6 (last run Aug 8, 2026)
How these numbers are made: sampling design · prompt provenance · what counts as a mention · what we cannot see
On the record: This ranking is frozen as a dated snapshot every day. View this category's history to see what entered and left the ranking and when, or read what the engines actually said on a given day.
Across 51 sampled AI answers from 5 engines, OpenVC is recommended most often — appearing in 51% of recommendations, followed by Crunchbase (41.2%) and Techstars (41.2%).
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 | OpenVC openvc.com Best for: AI recommends OpenVC most when buyers ask “best platforms for discovering startup funding programs and accelerators” (75% of those answers) | 51% 95% CI 37.7–64.1% 26 mentions · avg pos 4.3 first pick 34.6% | — | GROK 83.3%GEMINI 77.8%CHATGPT 42.9%CLAUDE 57.1% | Claim |
| 2 | Crunchbase crunchbase.com Best for: AI recommends Crunchbase most when buyers ask “alternatives to the most well-known startup accelerator directories” (87.5% of those answers) | 41.2% 95% CI 28.8–54.8% 21 mentions · avg pos 5.7 first pick 4.8% | — | GROK 83.3%GEMINI 44.4%CHATGPT 42.9%CLAUDE 28.6%PERPLEXITY 23.1% | Claim |
| 3 | Techstars Best for: AI recommends Techstars most when buyers ask “best platforms for discovering startup funding programs and accelerators” (87.5% of those answers) | 41.2% 95% CI 28.8–54.8% 21 mentions · avg pos 6.2 first pick 9.5% | — | GROK 50%GEMINI 55.6%CLAUDE 71.4%PERPLEXITY 23.1% | Claim |
| 4 | Y Combinator Best for: AI recommends Y Combinator most when buyers ask “best platforms for discovering startup funding programs and accelerators” (62.5% of those answers) | 37.3% 95% CI 25.3–51% 19 mentions · avg pos 6.9 first pick 10.5% | — | GROK 66.7%GEMINI 44.4%CLAUDE 71.4%PERPLEXITY 15.4% | Claim |
| 5 | F6S f6s.com Best for: AI recommends F6S most when buyers ask “alternatives to the most well-known startup accelerator directories” (87.5% of those answers) | 31.4% 95% CI 20.3–45% 16 mentions · avg pos 4.1 first pick 56.3% | — | GROK 16.7%GEMINI 22.2%CHATGPT 71.4%CLAUDE 14.3%PERPLEXITY 38.5% | Claim |
| 6 | Plug and Play Best for: AI recommends Plug and Play most when buyers ask “how do I find accelerators that specialize in my industry vertical” (55.6% of those answers) | 31.4% 95% CI 20.3–45% 16 mentions · avg pos 5.3 first pick 12.5% | — | GROK 83.3%GEMINI 33.3%CLAUDE 42.9%PERPLEXITY 15.4% | Claim |
| 7 | MassChallenge masschallenge.org Best for: AI recommends MassChallenge most when buyers ask “what should I use to find the right accelerator program for my startup stage” (50% of those answers) | 23.5% 95% CI 14–36.8% 12 mentions · avg pos 5.3 first pick 16.7% | — | GROK 50%GEMINI 27.8%CLAUDE 42.9%PERPLEXITY 7.7% | Claim |
| 8 | 500 Global Best for: AI recommends 500 Global most when buyers ask “best platforms for discovering startup funding programs and accelerators” (50% of those answers) | 23.5% 95% CI 14–36.8% 12 mentions · avg pos 6.2 first pick 16.7% | — | GROK 50%GEMINI 22.2%CLAUDE 57.1%PERPLEXITY 7.7% | Claim |
| 9 | Gust gust.com Best for: AI recommends Gust most when buyers ask “alternatives to the most well-known startup accelerator directories” (50% of those answers) | 19.6% 95% CI 11–32.5% 10 mentions · avg pos 3.8 first pick 10% | — | GEMINI 16.7%CHATGPT 57.1%CLAUDE 14.3%PERPLEXITY 15.4% | Claim |
| 10 | Dealroom dealroom.co Best for: AI recommends Dealroom most when buyers ask “alternatives to the most well-known startup accelerator directories” (75% of those answers) | 19.6% 95% CI 11–32.5% 10 mentions · avg pos 5.8 first pick 0% | — | GEMINI 27.8%CHATGPT 28.6%CLAUDE 14.3%PERPLEXITY 15.4% | Claim |
| 11 | Startupbootcamp startupbootcamp.org Best for: AI recommends Startupbootcamp most when buyers ask “how do I find accelerators that specialize in my industry vertical” (77.8% of those answers) | 15.7% 95% CI 8.2–28% 8 mentions · avg pos 3.3 first pick 12.5% | — | GROK 33.3%GEMINI 16.7%CLAUDE 14.3%PERPLEXITY 15.4% | Claim |
| 12 | SOSV Best for: AI recommends SOSV most when buyers ask “how do I find accelerators that specialize in my industry vertical” (55.6% of those answers) | 15.7% 95% CI 8.2–28% 8 mentions · avg pos 9.1 first pick 0% | — | GROK 33.3%GEMINI 22.2%PERPLEXITY 15.4% | Claim |
| 13 | OpenVC.app openvc.app Best for: AI recommends OpenVC.app most when buyers ask “what should I use to find the right accelerator program for my startup stage” (62.5% of those answers) | 11.8% 95% CI 5.5–23.4% 6 mentions · avg pos 1.5 first pick 50% | — | GROK 50%CHATGPT 42.9% | Claim |
| 14 | Failory failory.com Best for: AI recommends Failory most when buyers ask “best directories for finding startup accelerators and incubators” (40% of those answers) | 11.8% 95% CI 5.5–23.4% 6 mentions · avg pos 3 first pick 16.7% | — | GROK 50%CLAUDE 28.6%PERPLEXITY 7.7% | Claim |
| 15 | Accelerator Database Best for: AI recommends Accelerator Database most when buyers ask “which accelerator discovery platform has the most comprehensive program data” (37.5% of those answers) | 11.8% 95% CI 5.5–23.4% 6 mentions · avg pos 3.2 first pick 16.7% | — | GROK 16.7%CHATGPT 14.3%CLAUDE 28.6%PERPLEXITY 15.4% | Claim |
| 16 | AngelList angellist.com Best for: AI recommends AngelList most when buyers ask “alternatives to the most well-known startup accelerator directories” (50% of those answers) | 11.8% 95% CI 5.5–23.4% 6 mentions · avg pos 3.5 first pick 16.7% | — | GEMINI 22.2%PERPLEXITY 15.4% | Claim |
| 17 | PitchBook pitchbook.com | 11.8% 95% CI 5.5–23.4% 6 mentions · avg pos 3.7 first pick 0% | — | GROK 50%GEMINI 16.7% | Claim |
| 18 | IndieBio Best for: AI recommends IndieBio most when buyers ask “how do I find accelerators that specialize in my industry vertical” (33.3% of those answers) | 11.8% 95% CI 5.5–23.4% 6 mentions · avg pos 8.7 first pick 16.7% | — | GROK 33.3%GEMINI 16.7%PERPLEXITY 7.7% | Claim |
| 19 | Techstars Network techstars.com Best for: AI recommends Techstars Network most when buyers ask “what should I use to find the right accelerator program for my startup stage” (50% of those answers) | 9.8% 95% CI 4.3–21% 5 mentions · avg pos 3.6 first pick 20% | — | GROK 33.3%GEMINI 11.1%PERPLEXITY 7.7% | Claim |
| 20 | Affinity affinity.studio Best for: AI recommends Affinity most when buyers ask “alternatives to the most well-known startup accelerator directories” (37.5% of those answers) | 9.8% 95% CI 4.3–21% 5 mentions · avg pos 5.6 first pick 0% | — | GROK 50%GEMINI 5.6%CLAUDE 14.3% | Claim |
| 21 | GrowthMentor | 9.8% 95% CI 4.3–21% 5 mentions · avg pos 5.8 first pick 0% | — | GEMINI 16.7%CLAUDE 28.6% | Claim |
| 22 | Startup Blink startupblink.com Best for: AI recommends Startup Blink most when buyers ask “alternatives to the most well-known startup accelerator directories” (62.5% of those answers) | 9.8% 95% CI 4.3–21% 5 mentions · avg pos 6.8 first pick 0% | — | GEMINI 22.2%PERPLEXITY 7.7% | Claim |
| 23 | Seed-DB seed-db.com Best for: AI recommends Seed-DB most when buyers ask “which accelerator discovery platform has the most comprehensive program data” (50% of those answers) | 9.8% 95% CI 4.3–21% 5 mentions · avg pos 7 first pick 0% | — | GROK 16.7%GEMINI 11.1%CHATGPT 14.3%PERPLEXITY 7.7% | Claim |
| 24 | HAX | 9.8% 95% CI 4.3–21% 5 mentions · avg pos 14.4 first pick 0% | — | GEMINI 27.8% | Claim |
| 25 | IncubatorList.com incubatorlist.com Best for: AI recommends IncubatorList.com most when buyers ask “best directories for finding startup accelerators and incubators” (50% of those answers) | 7.8% 95% CI 3.1–18.5% 4 mentions · avg pos 2 first pick 0% | — | GROK 33.3%CLAUDE 28.6% | Claim |
| 26 | StartupBase startupbase.io | 7.8% 95% CI 3.1–18.5% 4 mentions · avg pos 3.3 first pick 0% | — | CHATGPT 14.3%PERPLEXITY 23.1% | Claim |
| 27 | CB Insights cbinsights.com | 7.8% 95% CI 3.1–18.5% 4 mentions · avg pos 4 first pick 0% | — | GROK 16.7%GEMINI 16.7% | Claim |
| 28 | BetaList betalist.com Best for: AI recommends BetaList most when buyers ask “alternatives to the most well-known startup accelerator directories” (50% of those answers) | 7.8% 95% CI 3.1–18.5% 4 mentions · avg pos 5 first pick 25% | — | GEMINI 11.1%PERPLEXITY 15.4% | Claim |
| 29 | The Founders platform on Startup Science startupscience.io | 7.8% 95% CI 3.1–18.5% 4 mentions · avg pos 5 first pick 0% | — | GROK 33.3%CLAUDE 28.6% | Claim |
| 30 | Notion notion.so | 7.8% 95% CI 3.1–18.5% 4 mentions · avg pos 6.3 first pick 0% | — | GROK 50%GEMINI 5.6% | Claim |
| 31 | Grants.gov grants.gov Best for: AI recommends Grants.gov most when buyers ask “best platforms for discovering startup funding programs and accelerators” (50% of those answers) | 7.8% 95% CI 3.1–18.5% 4 mentions · avg pos 6.5 first pick 0% | — | GROK 16.7%GEMINI 11.1%PERPLEXITY 7.7% | Claim |
| 32 | Founder Institute Best for: AI recommends Founder Institute most when buyers ask “what should I use to find the right accelerator program for my startup stage” (50% of those answers) | 7.8% 95% CI 3.1–18.5% 4 mentions · avg pos 7.3 first pick 0% | — | GROK 16.7%GEMINI 11.1%CLAUDE 14.3% | Claim |
| 33 | Startup Stash startupstash.com Best for: AI recommends Startup Stash most when buyers ask “alternatives to the most well-known startup accelerator directories” (50% of those answers) | 7.8% 95% CI 3.1–18.5% 4 mentions · avg pos 9.5 first pick 0% | — | GEMINI 11.1%CLAUDE 14.3%PERPLEXITY 7.7% | Claim |
| 34 | Alchemist Accelerator | 7.8% 95% CI 3.1–18.5% 4 mentions · avg pos 12.5 first pick 0% | — | GEMINI 22.2% | Claim |
| 35 | SeedCamp seedcamp.com | 5.9% 95% CI 2–15.9% 3 mentions · avg pos 1 first pick 66.7% | — | GROK 16.7%CLAUDE 14.3%PERPLEXITY 7.7% | Claim |
| 36 | Antler | 5.9% 95% CI 2–15.9% 3 mentions · avg pos 2.7 first pick 66.7% | — | GROK 33.3%CLAUDE 14.3% | Claim |
| 37 | Indie Hackers indiehackers.com Best for: AI recommends Indie Hackers most when buyers ask “alternatives to the most well-known startup accelerator directories” (37.5% of those answers) | 5.9% 95% CI 2–15.9% 3 mentions · avg pos 4.5 first pick 0% | — | GEMINI 5.6%PERPLEXITY 15.4% | Claim |
| 38 | StartUp.Age startupa.ge Best for: AI recommends StartUp.Age most when buyers ask “alternatives to the most well-known startup accelerator directories” (37.5% of those answers) | 5.9% 95% CI 2–15.9% 3 mentions · avg pos 4.5 first pick 0% | — | GEMINI 11.1%PERPLEXITY 7.7% | Claim |
| 39 | Tracxn tracxn.com | 5.9% 95% CI 2–15.9% 3 mentions · avg pos 4.7 first pick 0% | — | GROK 16.7%GEMINI 5.6%CLAUDE 14.3% | Claim |
| 40 | Wellfound wellfound.com | 5.9% 95% CI 2–15.9% 3 mentions · avg pos 4.7 first pick 0% | — | GEMINI 16.7% | Claim |
| 41 | AngelPad | 5.9% 95% CI 2–15.9% 3 mentions · avg pos 5 first pick 33.3% | — | GROK 16.7%CLAUDE 14.3%PERPLEXITY 7.7% | Claim |
| 42 | Eqvista eqvista.com Best for: AI recommends Eqvista most when buyers ask “best directories for finding startup accelerators and incubators” (30% of those answers) | 5.9% 95% CI 2–15.9% 3 mentions · avg pos 5 first pick 0% | — | CLAUDE 42.9% | Claim |
| 43 | TurboFund turbofund.io | 5.9% 95% CI 2–15.9% 3 mentions · avg pos 6.7 first pick 0% | — | GROK 16.7%GEMINI 11.1% | Claim |
| 44 | Startup Science | 5.9% 95% CI 2–15.9% 3 mentions · avg pos 7.3 first pick 0% | — | GEMINI 11.1%CLAUDE 14.3% | Claim |
| 45 | Fundable fundable.com Best for: AI recommends Fundable most when buyers ask “best platforms for discovering startup funding programs and accelerators” (37.5% of those answers) | 5.9% 95% CI 2–15.9% 3 mentions · avg pos 7.5 first pick 0% | — | GEMINI 5.6%PERPLEXITY 15.4% | Claim |
| 46 | 500 Startups Best for: AI recommends 500 Startups most when buyers ask “best platforms for discovering startup funding programs and accelerators” (37.5% of those answers) | 5.9% 95% CI 2–15.9% 3 mentions · avg pos 8 first pick 0% | — | GEMINI 5.6%CLAUDE 14.3%PERPLEXITY 7.7% | Claim |
| 47 | Google for Startups | 5.9% 95% CI 2–15.9% 3 mentions · avg pos 8 first pick 0% | — | GROK 33.3%CLAUDE 14.3% | Claim |
| 48 | Angel Match | 5.9% 95% CI 2–15.9% 3 mentions · avg pos 9 first pick 0% | — | GEMINI 16.7% | Claim |
| 49 | StartEngine startengine.com Best for: AI recommends StartEngine most when buyers ask “best platforms for discovering startup funding programs and accelerators” (37.5% of those answers) | 5.9% 95% CI 2–15.9% 3 mentions · avg pos 10.7 first pick 0% | — | GEMINI 5.6%PERPLEXITY 15.4% | Claim |
| 50 | elev-x | 5.9% 95% CI 2–15.9% 3 mentions · avg pos 10.7 first pick 0% | — | GROK 16.7%GEMINI 11.1% | Claim |
| 51 | AcceleratorApp | 3.9% 95% CI 1.1–13.2% 2 mentions · avg pos 1 first pick 50% | — | GEMINI 5.6%CLAUDE 14.3% | Claim |
| 52 | Station F stationf.co | 3.9% 95% CI 1.1–13.2% 2 mentions · avg pos 1 first pick 100% | — | GROK 16.7%CLAUDE 14.3% | Claim |
| 53 | FoundersBoost | 3.9% 95% CI 1.1–13.2% 2 mentions · avg pos 2 first pick 50% | — | GEMINI 11.1% | Claim |
| 54 | ProDevs | 3.9% 95% CI 1.1–13.2% 2 mentions · avg pos 2 first pick 0% | — | GEMINI 11.1% | Claim |
| 55 | Foundersuite | 3.9% 95% CI 1.1–13.2% 2 mentions · avg pos 3 first pick 0% | — | GEMINI 5.6%CLAUDE 14.3% | Claim |
| 56 | Altar.io altar.io | 3.9% 95% CI 1.1–13.2% 2 mentions · avg pos 4 first pick 0% | — | GROK 16.7%CLAUDE 14.3% | Claim |
| 57 | AngelList Talent angel.co | 3.9% 95% CI 1.1–13.2% 2 mentions · avg pos 4 first pick 0% | — | GEMINI 11.1% | Claim |
| 58 | Visible visible.vc | 3.9% 95% CI 1.1–13.2% 2 mentions · avg pos 4 first pick 0% | — | GEMINI 11.1% | Claim |
| 59 | Wefunder wefunder.com | 3.9% 95% CI 1.1–13.2% 2 mentions · avg pos 4.5 first pick 0% | — | PERPLEXITY 15.4% | Claim |
| 60 | Republic republic.co | 3.9% 95% CI 1.1–13.2% 2 mentions · avg pos 5 first pick 0% | — | PERPLEXITY 15.4% | Claim |
| 61 | Gener8tor | 3.9% 95% CI 1.1–13.2% 2 mentions · avg pos 7 first pick 0% | — | GEMINI 5.6%PERPLEXITY 7.7% | Claim |
| 62 | Indiegogo indiegogo.com | 3.9% 95% CI 1.1–13.2% 2 mentions · avg pos 7 first pick 0% | — | PERPLEXITY 15.4% | Claim |
| 63 | Kickstarter kickstarter.com | 3.9% 95% CI 1.1–13.2% 2 mentions · avg pos 7 first pick 0% | — | PERPLEXITY 15.4% | Claim |
| 64 | StartX | 3.9% 95% CI 1.1–13.2% 2 mentions · avg pos 7.5 first pick 50% | — | GROK 16.7%GEMINI 5.6% | Claim |
| 65 | Startup Accelerator List startupacceleratorlist.com | 3.9% 95% CI 1.1–13.2% 2 mentions · avg pos 8 first pick 0% | — | CLAUDE 28.6% | Claim |
| 66 | Y Combinator's Startup School ycombinator.com | 3.9% 95% CI 1.1–13.2% 2 mentions · avg pos 8 first pick 0% | — | GEMINI 11.1% | Claim |
| 67 | Startup Genome startupgenome.com | 3.9% 95% CI 1.1–13.2% 2 mentions · avg pos 10.5 first pick 0% | — | GEMINI 5.6%CHATGPT 14.3% | Claim |
| 68 | a16z | 3.9% 95% CI 1.1–13.2% 2 mentions · avg pos 12 first pick 0% | — | GEMINI 11.1% | Claim |
| 69 | a16z Speedrun | 3.9% 95% CI 1.1–13.2% 2 mentions · avg pos 12 first pick 0% | — | GEMINI 11.1% | Claim |
| 70 | Accelerator Hunt | 3.9% 95% CI 1.1–13.2% 2 mentions · avg pos 18 first pick 0% | — | GEMINI 5.6%PERPLEXITY 7.7% | Claim |
| 71 | Creative Destruction Lab | 2% 95% CI 0.3–10.3% 1 mentions · avg pos 1 first pick 100% | — | CLAUDE 14.3% | Claim |
| 72 | Global Accelerator Learning Initiative | 2% 95% CI 0.3–10.3% 1 mentions · avg pos 1 first pick 100% | — | GROK 16.7% | Claim |
| 73 | Global Accelerator Learning Initiative (GALI) galidata.org | 2% 95% CI 0.3–10.3% 1 mentions · avg pos 1 first pick 100% | — | GROK 16.7% | Claim |
| 74 | South Park Commons | 2% 95% CI 0.3–10.3% 1 mentions · avg pos 1 first pick 100% | — | CLAUDE 14.3% | Claim |
| 75 | Vestbee vestbee.com | 2% 95% CI 0.3–10.3% 1 mentions · avg pos 1 first pick 100% | — | GROK 16.7% | Claim |
| 76 | Google for Startups Accelerator | 2% 95% CI 0.3–10.3% 1 mentions · avg pos 2 first pick 0% | — | CLAUDE 14.3% | Claim |
| 77 | Incubator List | 2% 95% CI 0.3–10.3% 1 mentions · avg pos 2 first pick 0% | — | CLAUDE 14.3% | Claim |
| 78 | Catalyzer | 2% 95% CI 0.3–10.3% 1 mentions · avg pos 3 first pick 0% | — | PERPLEXITY 7.7% | Claim |
| 79 | InBIA | 2% 95% CI 0.3–10.3% 1 mentions · avg pos 3 first pick 0% | — | GEMINI 5.6% | Claim |
| 80 | Instrumentl instrumentl.com | 2% 95% CI 0.3–10.3% 1 mentions · avg pos 3 first pick 0% | — | GROK 16.7% | Claim |
| 81 | Owler owler.com | 2% 95% CI 0.3–10.3% 1 mentions · avg pos 4 first pick 0% | — | GEMINI 5.6% | Claim |
| 82 | Plug and Play Tech Center | 2% 95% CI 0.3–10.3% 1 mentions · avg pos 4 first pick 0% | — | CLAUDE 14.3% | Claim |
| 83 | Google for Startups Program Directory startup.google.com | 2% 95% CI 0.3–10.3% 1 mentions · avg pos 6 first pick 0% | — | CHATGPT 14.3% | Claim |
| 84 | Startup Savant startupsavant.com Best for: AI recommends Startup Savant most when buyers ask “how do I find accelerators that specialize in my industry vertical” (33.3% of those answers) | 2% 95% CI 0.3–10.3% 1 mentions · avg pos 7 first pick 0% | — | CLAUDE 14.3% | Claim |
| 85 | Techqala | 2% 95% CI 0.3–10.3% 1 mentions · avg pos 9 first pick 0% | — | GEMINI 5.6% | Claim |
| 86 | The Founder Institute fi.co | 2% 95% CI 0.3–10.3% 1 mentions · avg pos 9 first pick 0% | — | GROK 16.7% | Claim |
| 87 | Axilor Ventures axilor.com | 2% 95% CI 0.3–10.3% 1 mentions · avg pos 10 first pick 0% | — | GEMINI 5.6% | Claim |
| 88 | Rock Health | 2% 95% CI 0.3–10.3% 1 mentions · avg pos 10 first pick 0% | — | CLAUDE 14.3% | Claim |
| 89 | SBA sba.gov | 2% 95% CI 0.3–10.3% 1 mentions · avg pos 11 first pick 0% | — | GEMINI 5.6% | Claim |
| 90 | SBIR | 2% 95% CI 0.3–10.3% 1 mentions · avg pos 12 first pick 0% | — | GEMINI 5.6% | Claim |
| 91 | STTR | 2% 95% CI 0.3–10.3% 1 mentions · avg pos 12 first pick 0% | — | GEMINI 5.6% | Claim |
| 92 | PearX | 2% 95% CI 0.3–10.3% 1 mentions · avg pos 14 first pick 0% | — | GEMINI 5.6% | Claim |
| 93 | Accelerator Hub founderei.org | 2% 95% CI 0.3–10.3% 1 mentions · avg pos 19 first pick 0% | — | GEMINI 5.6% | Claim |
| 94 | FreeStartupFunding's Accelerators A-Z Directory freestartupfunding.com | 2% 95% CI 0.3–10.3% 1 mentions first pick 0% | — | PERPLEXITY 7.7% | Claim |
| 95 | Wise wise.com | 2% 95% CI 0.3–10.3% 1 mentions first pick 0% | — | PERPLEXITY 7.7% | Claim |
Reading the numbers: Share is a point estimate on 51 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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