What AI assistants actually recommend when buyers ask about hackathon and challenge platforms — measured weekly across 5 engines, published as open data.
Updated 2026-08-02 · 72 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: 72 AI answers · Window: Jul 5, 2026 – Aug 2, 2026 (4-week rolling) · trend vs prior 4 weeks (50 answers)
Across 72 sampled AI answers from 5 engines, Devpost is recommended most often — appearing in 80.6% of recommendations, followed by TAIKAI (65.3%) and Eventornado (59.7%).
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 | Devpost devpost.com Best for: AI recommends Devpost most when buyers ask “best tools for organizing developer hackathons and competitions” (100% of those answers) | 80.6% 95% CI 70–88% 58 mentions · avg pos 2 first pick 48.3% | — | GROK 83.3%GEMINI 75%CHATGPT 83.3%CLAUDE 100%PERPLEXITY 75% | Claim |
| 2 | TAIKAI taikai.network Best for: AI recommends TAIKAI most when buyers ask “which hackathon platform is best for large-scale global competitions” (92.9% of those answers) | 65.3% 95% CI 53.8–75.2% 47 mentions · avg pos 5.6 first pick 8.5% | — | GROK 83.3%GEMINI 75%CHATGPT 66.7%CLAUDE 50%PERPLEXITY 58.3% | Claim |
| 3 | Eventornado eventornado.com Best for: AI recommends Eventornado most when buyers ask “alternatives to the largest hackathon and challenge hosting platforms” (85.7% of those answers) | 59.7% 95% CI 48.2–70.3% 43 mentions · avg pos 4.1 first pick 14% | — | GROK 83.3%GEMINI 79.2%CHATGPT 16.7%CLAUDE 33.3%PERPLEXITY 58.3% | Claim |
| 4 | HackerEarth Assessments hackerearth.com Best for: AI recommends HackerEarth Assessments most when buyers ask “which hackathon platform is best for large-scale global competitions” (71.4% of those answers) | 48.6% 95% CI 37.4–59.9% 35 mentions · avg pos 3.1 first pick 11.4% | — | GROK 83.3%GEMINI 4.2%CHATGPT 50%CLAUDE 75%PERPLEXITY 70.8% | Claim |
| 5 | Brightidea ideawake.com Best for: AI recommends Brightidea most when buyers ask “best platforms for running online hackathons and innovation challenges” (57.1% of those answers) | 40.3% 95% CI 29.7–51.8% 29 mentions · avg pos 10.9 first pick 0% | — | GROK 50%GEMINI 62.5%CHATGPT 33.3%CLAUDE 16.7%PERPLEXITY 29.2% | Claim |
| 6 | StackUp stackup.dev Best for: AI recommends StackUp most when buyers ask “what should I use to host a virtual hackathon with judging and prizes” (57.1% of those answers) | 36.1% 95% CI 26–47.6% 26 mentions · avg pos 5.5 first pick 0% | — | GROK 66.7%GEMINI 45.8%CLAUDE 8.3%PERPLEXITY 41.7% | Claim |
| 7 | Slack slack.com Best for: AI recommends Slack most when buyers ask “best tools for organizing developer hackathons and competitions” (71.4% of those answers) | 33.3% 95% CI 23.5–44.8% 24 mentions · avg pos 10.6 first pick 4.2% | — | GROK 66.7%GEMINI 20.8%CHATGPT 83.3%CLAUDE 25%PERPLEXITY 29.2% | Claim |
| 8 | Unstop unstop.com Best for: AI recommends Unstop most when buyers ask “alternatives to the largest hackathon and challenge hosting platforms” (85.7% of those answers) | 30.6% 95% CI 21.1–42% 22 mentions · avg pos 5.3 first pick 4.5% | — | GROK 33.3%GEMINI 41.7%CHATGPT 16.7%CLAUDE 8.3%PERPLEXITY 33.3% | Claim |
| 9 | DoraHacks dorahacks.io Best for: AI recommends DoraHacks most when buyers ask “alternatives to the largest hackathon and challenge hosting platforms” (64.3% of those answers) | 30.6% 95% CI 21.1–42% 22 mentions · avg pos 7.3 first pick 0% | — | GROK 83.3%GEMINI 33.3%CLAUDE 8.3%PERPLEXITY 33.3% | Claim |
| 10 | Agorize Best for: AI recommends Agorize most when buyers ask “alternatives to the largest hackathon and challenge hosting platforms” (64.3% of those answers) | 30.6% 95% CI 21.1–42% 22 mentions · avg pos 7.6 first pick 9.1% | — | GROK 66.7%GEMINI 54.2%PERPLEXITY 20.8% | Claim |
| 11 | HYPE Innovation hypeinnovation.com Best for: AI recommends HYPE Innovation most when buyers ask “alternatives to the largest hackathon and challenge hosting platforms” (57.1% of those answers) | 30.6% 95% CI 21.1–42% 22 mentions · avg pos 10.5 first pick 0% | — | GROK 50%GEMINI 45.8%CHATGPT 16.7%CLAUDE 8.3%PERPLEXITY 25% | Claim |
| 12 | HYPE Best for: AI recommends HYPE most when buyers ask “alternatives to the largest hackathon and challenge hosting platforms” (57.1% of those answers) | 30.6% 95% CI 21.1–42% 22 mentions · avg pos 10.5 first pick 0% | — | GROK 50%GEMINI 45.8%CHATGPT 16.7%CLAUDE 16.7%PERPLEXITY 20.8% | Claim |
| 13 | HackerEarth Best for: AI recommends HackerEarth most when buyers ask “alternatives to the largest hackathon and challenge hosting platforms” (57.1% of those answers) | 27.8% 95% CI 18.8–39% 20 mentions · avg pos 2.4 first pick 30% | — | GEMINI 66.7%CLAUDE 8.3%PERPLEXITY 12.5% | Claim |
| 14 | Discord discord.com Best for: AI recommends Discord most when buyers ask “what should I use to host a virtual hackathon with judging and prizes” (64.3% of those answers) | 25% 95% CI 16.4–36.1% 18 mentions · avg pos 9.1 first pick 5.6% | — | GROK 66.7%GEMINI 4.2%CHATGPT 66.7%CLAUDE 25%PERPLEXITY 25% | Claim |
| 15 | InnovationCast Best for: AI recommends InnovationCast most when buyers ask “best platforms for running online hackathons and innovation challenges” (42.9% of those answers) | 23.6% 95% CI 15.3–34.6% 17 mentions · avg pos 10.6 first pick 0% | — | GROK 50%GEMINI 37.5%PERPLEXITY 20.8% | Claim |
| 16 | Hackathon.com Best for: AI recommends Hackathon.com most when buyers ask “alternatives to the largest hackathon and challenge hosting platforms” (71.4% of those answers) | 22.2% 95% CI 14.2–33.1% 16 mentions · avg pos 7.4 first pick 12.5% | — | GROK 50%GEMINI 8.3%CHATGPT 33.3%CLAUDE 16.7%PERPLEXITY 29.2% | Claim |
| 17 | MLH mlh.com Best for: AI recommends MLH most when buyers ask “alternatives to the largest hackathon and challenge hosting platforms” (64.3% of those answers) | 22.2% 95% CI 14.2–33.1% 16 mentions · avg pos 11.6 first pick 0% | — | GROK 50%GEMINI 20.8%CHATGPT 16.7%CLAUDE 8.3%PERPLEXITY 25% | Claim |
| 18 | Zoom zoom.com Best for: AI recommends Zoom most when buyers ask “what should I use to host a virtual hackathon with judging and prizes” (57.1% of those answers) | 19.4% 95% CI 12–30% 14 mentions · avg pos 13.3 first pick 0% | — | GROK 16.7%GEMINI 8.3%CHATGPT 66.7%CLAUDE 16.7%PERPLEXITY 20.8% | Claim |
| 19 | IdeaScale ideascale.com Best for: AI recommends IdeaScale most when buyers ask “alternatives to the largest hackathon and challenge hosting platforms” (57.1% of those answers) | 18.1% 95% CI 10.9–28.5% 13 mentions · avg pos 9.3 first pick 0% | — | GROK 50%GEMINI 33.3%PERPLEXITY 8.3% | Claim |
| 20 | Ideanote ideanote.com Best for: AI recommends Ideanote most when buyers ask “best tools for organizing developer hackathons and competitions” (35.7% of those answers) | 18.1% 95% CI 10.9–28.5% 13 mentions · avg pos 9.7 first pick 0% | — | GROK 50%GEMINI 33.3%PERPLEXITY 8.3% | Claim |
| 21 | InspireIP inspireip.com Best for: AI recommends InspireIP most when buyers ask “alternatives to the largest hackathon and challenge hosting platforms” (50% of those answers) | 18.1% 95% CI 10.9–28.5% 13 mentions · avg pos 11 first pick 0% | — | GROK 50%GEMINI 25%CLAUDE 8.3%PERPLEXITY 12.5% | Claim |
| 22 | Devfolio Best for: AI recommends Devfolio most when buyers ask “alternatives to the largest hackathon and challenge hosting platforms” (64.3% of those answers) | 18.1% 95% CI 10.9–28.5% 13 mentions · avg pos 11.2 first pick 0% | — | GROK 16.7%GEMINI 16.7%CHATGPT 33.3%CLAUDE 8.3%PERPLEXITY 20.8% | Claim |
| 23 | Major League Hacking Best for: AI recommends Major League Hacking most when buyers ask “alternatives to the largest hackathon and challenge hosting platforms” (42.9% of those answers) | 16.7% 95% CI 9.8–26.9% 12 mentions · avg pos 14.2 first pick 0% | — | GROK 50%GEMINI 20.8%CHATGPT 16.7%CLAUDE 8.3%PERPLEXITY 8.3% | Claim |
| 24 | AngelHack | 15.3% 95% CI 8.8–25.3% 11 mentions · avg pos 8.9 first pick 0% | — | GROK 66.7%GEMINI 8.3%CLAUDE 16.7%PERPLEXITY 12.5% | Claim |
| 25 | HeroX Best for: AI recommends HeroX most when buyers ask “best platforms for running online hackathons and innovation challenges” (35.7% of those answers) | 15.3% 95% CI 8.8–25.3% 11 mentions · avg pos 13.6 first pick 0% | — | GROK 16.7%GEMINI 29.2%CHATGPT 33.3%PERPLEXITY 4.2% | Claim |
| 26 | HackerRank hackerrank.com Best for: AI recommends HackerRank most when buyers ask “alternatives to the largest hackathon and challenge hosting platforms” (50% of those answers) | 13.9% 95% CI 7.7–23.7% 10 mentions · avg pos 8.6 first pick 10% | — | GROK 16.7%GEMINI 20.8%CHATGPT 16.7%CLAUDE 16.7%PERPLEXITY 4.2% | Claim |
| 27 | Miro miro.com Best for: AI recommends Miro most when buyers ask “best tools for organizing developer hackathons and competitions” (50% of those answers) | 12.5% 95% CI 6.7–22.1% 9 mentions · avg pos 10.3 first pick 0% | — | GROK 16.7%GEMINI 16.7%CLAUDE 8.3%PERPLEXITY 12.5% | Claim |
| 28 | Wazoku Best for: AI recommends Wazoku most when buyers ask “alternatives to the largest hackathon and challenge hosting platforms” (35.7% of those answers) | 12.5% 95% CI 6.7–22.1% 9 mentions · avg pos 15.9 first pick 0% | — | GEMINI 16.7%CHATGPT 33.3%PERPLEXITY 12.5% | Claim |
| 29 | Notion notion.so Best for: AI recommends Notion most when buyers ask “best tools for organizing developer hackathons and competitions” (50% of those answers) | 12.5% 95% CI 6.7–22.1% 9 mentions · avg pos 18.3 first pick 0% | — | GEMINI 8.3%CHATGPT 50%PERPLEXITY 16.7% | Claim |
| 30 | Qmarkets qmarkets.net Best for: AI recommends Qmarkets most when buyers ask “which hackathon platform is best for large-scale global competitions” (42.9% of those answers) | 11.1% 95% CI 5.7–20.4% 8 mentions · avg pos 11.8 first pick 0% | — | GEMINI 20.8%CHATGPT 16.7%PERPLEXITY 8.3% | Claim |
| 31 | Mural mural.co Best for: AI recommends Mural most when buyers ask “best tools for organizing developer hackathons and competitions” (50% of those answers) | 11.1% 95% CI 5.7–20.4% 8 mentions · avg pos 11.9 first pick 0% | — | GEMINI 16.7%CLAUDE 8.3%PERPLEXITY 12.5% | Claim |
| 32 | Mettl | 9.7% 95% CI 4.8–18.7% 7 mentions · avg pos 4.5 first pick 14.3% | — | GEMINI 4.2%CLAUDE 8.3%PERPLEXITY 20.8% | Claim |
| 33 | Xthon | 9.7% 95% CI 4.8–18.7% 7 mentions · avg pos 6.7 first pick 0% | — | GEMINI 20.8%CLAUDE 8.3%PERPLEXITY 4.2% | Claim |
| 34 | HackHQ hackhq.io | 9.7% 95% CI 4.8–18.7% 7 mentions · avg pos 10.6 first pick 0% | — | GEMINI 8.3%CHATGPT 16.7%CLAUDE 8.3%PERPLEXITY 12.5% | Claim |
| 35 | Ideawake | 9.7% 95% CI 4.8–18.7% 7 mentions · avg pos 11.2 first pick 0% | — | GEMINI 16.7%CLAUDE 8.3%PERPLEXITY 8.3% | Claim |
| 36 | Google Forms Best for: AI recommends Google Forms most when buyers ask “what should I use to host a virtual hackathon with judging and prizes” (35.7% of those answers) | 9.7% 95% CI 4.8–18.7% 7 mentions · avg pos 18 first pick 0% | — | GROK 16.7%CHATGPT 66.7%CLAUDE 8.3%PERPLEXITY 4.2% | Claim |
| 37 | Kaggle Best for: AI recommends Kaggle most when buyers ask “alternatives to the largest hackathon and challenge hosting platforms” (50% of those answers) | 9.7% 95% CI 4.8–18.7% 7 mentions · avg pos 20.8 first pick 0% | — | GROK 16.7%GEMINI 16.7%CHATGPT 16.7%PERPLEXITY 4.2% | Claim |
| 38 | JunctionApp | 8.3% 95% CI 3.9–17% 6 mentions · avg pos 12.4 first pick 0% | — | GROK 16.7%GEMINI 16.7%PERPLEXITY 4.2% | Claim |
| 39 | Topcoder topcoder.com | 8.3% 95% CI 3.9–17% 6 mentions · avg pos 12.4 first pick 0% | — | GROK 16.7%GEMINI 16.7%CLAUDE 8.3% | Claim |
| 40 | Figma figma.com Best for: AI recommends Figma most when buyers ask “best tools for organizing developer hackathons and competitions” (42.9% of those answers) | 8.3% 95% CI 3.9–17% 6 mentions · avg pos 15.2 first pick 0% | — | GROK 16.7%GEMINI 8.3%PERPLEXITY 12.5% | Claim |
| 41 | Hack2Skill hack2skill.com Best for: AI recommends Hack2Skill most when buyers ask “alternatives to the largest hackathon and challenge hosting platforms” (35.7% of those answers) | 6.9% 95% CI 3–15.2% 5 mentions · avg pos 4.3 first pick 0% | — | GEMINI 4.2%CHATGPT 16.7%PERPLEXITY 12.5% | Claim |
| 42 | Reskilll | 6.9% 95% CI 3–15.2% 5 mentions · avg pos 7.4 first pick 0% | — | GROK 16.7%CLAUDE 8.3%PERPLEXITY 12.5% | Claim |
| 43 | Gather gather.town | 6.9% 95% CI 3–15.2% 5 mentions · avg pos 9.8 first pick 0% | — | GEMINI 20.8% | Claim |
| 44 | MLH (Major League Hacking) mlh.io | 6.9% 95% CI 3–15.2% 5 mentions · avg pos 11 first pick 0% | — | GROK 16.7%GEMINI 8.3%CHATGPT 16.7%PERPLEXITY 4.2% | Claim |
| 45 | Asana asana.com Best for: AI recommends Asana most when buyers ask “best tools for organizing developer hackathons and competitions” (42.9% of those answers) | 6.9% 95% CI 3–15.2% 5 mentions · avg pos 11.8 first pick 0% | — | GEMINI 12.5%PERPLEXITY 8.3% | Claim |
| 46 | OpenIDEO openideo.com | 6.9% 95% CI 3–15.2% 5 mentions · avg pos 13.8 first pick 0% | — | GEMINI 16.7%CHATGPT 16.7% | Claim |
| 47 | Hibiscus | 6.9% 95% CI 3–15.2% 5 mentions · avg pos 14 first pick 0% | — | GROK 16.7%GEMINI 12.5%PERPLEXITY 4.2% | Claim |
| 48 | LeetCode leetcode.com | 6.9% 95% CI 3–15.2% 5 mentions · avg pos 16 first pick 0% | — | GROK 16.7%GEMINI 16.7% | Claim |
| 49 | CodeChef codechef.com | 6.9% 95% CI 3–15.2% 5 mentions · avg pos 16.6 first pick 0% | — | GROK 16.7%GEMINI 16.7% | Claim |
| 50 | Airtable airtable.com | 6.9% 95% CI 3–15.2% 5 mentions · avg pos 23.4 first pick 0% | — | GEMINI 4.2%CHATGPT 66.7% | Claim |
| 51 | CodeSignal codesignal.com | 5.6% 95% CI 2.2–13.4% 4 mentions · avg pos 5.3 first pick 50% | — | GEMINI 8.3%CLAUDE 16.7% | Claim |
| 52 | Dribdat | 5.6% 95% CI 2.2–13.4% 4 mentions · avg pos 9.7 first pick 0% | — | GROK 16.7%CLAUDE 8.3%PERPLEXITY 8.3% | Claim |
| 53 | ITONICS itonics-innovation.com | 5.6% 95% CI 2.2–13.4% 4 mentions · avg pos 11.3 first pick 0% | — | GEMINI 16.7% | Claim |
| 54 | ScoreJudge scorejudge.com | 5.6% 95% CI 2.2–13.4% 4 mentions · avg pos 12 first pick 0% | — | GROK 16.7%GEMINI 12.5% | Claim |
| 55 | Dev.to dev.to Best for: AI recommends Dev.to most when buyers ask “alternatives to the largest hackathon and challenge hosting platforms” (35.7% of those answers) | 5.6% 95% CI 2.2–13.4% 4 mentions · avg pos 13 first pick 0% | — | GROK 33.3%GEMINI 4.2%PERPLEXITY 4.2% | Claim |
| 56 | Eventbrite eventbrite.com Best for: AI recommends Eventbrite most when buyers ask “best tools for organizing developer hackathons and competitions” (35.7% of those answers) | 5.6% 95% CI 2.2–13.4% 4 mentions · avg pos 13.3 first pick 25% | — | GEMINI 12.5%CHATGPT 16.7% | Claim |
| 57 | Codeforces codeforces.com | 5.6% 95% CI 2.2–13.4% 4 mentions · avg pos 15.8 first pick 0% | — | GROK 16.7%GEMINI 8.3%CHATGPT 16.7% | Claim |
| 58 | OpenHackathon | 5.6% 95% CI 2.2–13.4% 4 mentions · avg pos 16.3 first pick 0% | — | GROK 16.7%GEMINI 8.3%PERPLEXITY 4.2% | Claim |
| 59 | Codewars codewars.com | 5.6% 95% CI 2.2–13.4% 4 mentions · avg pos 18.8 first pick 0% | — | GROK 16.7%GEMINI 12.5% | Claim |
| 60 | Exercism exercism.org | 5.6% 95% CI 2.2–13.4% 4 mentions · avg pos 21 first pick 0% | — | GROK 16.7%GEMINI 12.5% | Claim |
| 61 | TestGorilla testgorilla.com | 4.2% 95% CI 1.4–11.5% 3 mentions · avg pos 4.7 first pick 0% | — | GEMINI 4.2%CLAUDE 16.7% | Claim |
| 62 | Google Meet meet.google.com | 4.2% 95% CI 1.4–11.5% 3 mentions · avg pos 7 first pick 0% | — | CHATGPT 33.3%PERPLEXITY 4.2% | Claim |
| 63 | Hackworks | 4.2% 95% CI 1.4–11.5% 3 mentions · avg pos 7 first pick 0% | — | GEMINI 4.2%PERPLEXITY 8.3% | Claim |
| 64 | Orchidea orchidea.dev | 4.2% 95% CI 1.4–11.5% 3 mentions · avg pos 9 first pick 0% | — | GEMINI 12.5% | Claim |
| 65 | lablab.ai lablab.ai | 4.2% 95% CI 1.4–11.5% 3 mentions · avg pos 9.7 first pick 0% | — | GEMINI 4.2%PERPLEXITY 8.3% | Claim |
| 66 | GitLab gitlab.com | 4.2% 95% CI 1.4–11.5% 3 mentions · avg pos 10 first pick 0% | — | GEMINI 8.3%PERPLEXITY 4.2% | Claim |
| 67 | MassChallenge masschallenge.org Best for: AI recommends MassChallenge most when buyers ask “how do I run a corporate innovation challenge with external developers” (35.7% of those answers) | 4.2% 95% CI 1.4–11.5% 3 mentions · avg pos 10 first pick 0% | — | GROK 16.7%PERPLEXITY 8.3% | Claim |
| 68 | SkipsoLabs | 4.2% 95% CI 1.4–11.5% 3 mentions · avg pos 10.5 first pick 0% | — | GEMINI 4.2%PERPLEXITY 8.3% | Claim |
| 69 | Gavel | 4.2% 95% CI 1.4–11.5% 3 mentions · avg pos 13 first pick 0% | — | GROK 16.7%GEMINI 8.3% | Claim |
| 70 | InnoCentive innocentive.com | 4.2% 95% CI 1.4–11.5% 3 mentions · avg pos 13.7 first pick 0% | — | GEMINI 8.3%CHATGPT 16.7% | Claim |
| 71 | Luma | 4.2% 95% CI 1.4–11.5% 3 mentions · avg pos 14.3 first pick 33.3% | — | CHATGPT 50% | Claim |
| 72 | Trello trello.com Best for: AI recommends Trello most when buyers ask “best tools for organizing developer hackathons and competitions” (35.7% of those answers) | 4.2% 95% CI 1.4–11.5% 3 mentions · avg pos 15.3 first pick 0% | — | GEMINI 12.5% | Claim |
| 73 | AWS aws.amazon.com | 4.2% 95% CI 1.4–11.5% 3 mentions · avg pos 15.7 first pick 33.3% | — | GEMINI 4.2%CHATGPT 33.3% | Claim |
| 74 | ChallengeRocket | 4.2% 95% CI 1.4–11.5% 3 mentions · avg pos 16.3 first pick 0% | — | GROK 16.7%GEMINI 4.2%CHATGPT 16.7% | Claim |
| 75 | Zindi | 4.2% 95% CI 1.4–11.5% 3 mentions · avg pos 18.3 first pick 0% | — | GEMINI 8.3%CHATGPT 16.7% | Claim |
| 76 | Microsoft microsoft.com | 4.2% 95% CI 1.4–11.5% 3 mentions · avg pos 25 first pick 33.3% | — | CHATGPT 50% | Claim |
| 77 | Google Sheets sheets.google.com | 4.2% 95% CI 1.4–11.5% 3 mentions · avg pos 33 first pick 0% | — | GEMINI 4.2%CHATGPT 33.3% | Claim |
| 78 | BoilerBot | 2.8% 95% CI 0.8–9.6% 2 mentions · avg pos 2.5 first pick 0% | — | PERPLEXITY 8.3% | Claim |
| 79 | Hangar | 2.8% 95% CI 0.8–9.6% 2 mentions · avg pos 2.5 first pick 0% | — | PERPLEXITY 8.3% | Claim |
| 80 | Brightidea Innovation Cloud brightidea.com | 2.8% 95% CI 0.8–9.6% 2 mentions · avg pos 5.5 first pick 0% | — | GEMINI 8.3% | Claim |
| 81 | HELPq | 2.8% 95% CI 0.8–9.6% 2 mentions · avg pos 6.5 first pick 0% | — | PERPLEXITY 8.3% | Claim |
| 82 | Hacksuite | 2.8% 95% CI 0.8–9.6% 2 mentions · avg pos 11 first pick 0% | — | GEMINI 8.3% | Claim |
| 83 | MyMLH my.mlh.io | 2.8% 95% CI 0.8–9.6% 2 mentions · avg pos 12 first pick 0% | — | GEMINI 8.3% | Claim |
| 84 | Nucleus | 2.8% 95% CI 0.8–9.6% 2 mentions · avg pos 12 first pick 0% | — | GEMINI 8.3% | Claim |
| 85 | Tulula | 2.8% 95% CI 0.8–9.6% 2 mentions · avg pos 12 first pick 0% | — | GEMINI 4.2%PERPLEXITY 4.2% | Claim |
| 86 | Quill | 2.8% 95% CI 0.8–9.6% 2 mentions · avg pos 15 first pick 0% | — | GEMINI 8.3% | Claim |
| 87 | Airmeet airmeet.com | 2.8% 95% CI 0.8–9.6% 2 mentions · avg pos 16 first pick 0% | — | GROK 16.7%GEMINI 4.2% | Claim |
| 88 | CodaLab | 2.8% 95% CI 0.8–9.6% 2 mentions · avg pos 16 first pick 0% | — | GEMINI 4.2%CHATGPT 16.7% | Claim |
| 89 | Codabench | 2.8% 95% CI 0.8–9.6% 2 mentions · avg pos 16 first pick 0% | — | GEMINI 4.2%CHATGPT 16.7% | Claim |
| 90 | Whova whova.com | 2.8% 95% CI 0.8–9.6% 2 mentions · avg pos 17 first pick 0% | — | GEMINI 8.3% | Claim |
| 91 | Halo | 2.8% 95% CI 0.8–9.6% 2 mentions · avg pos 21 first pick 0% | — | GEMINI 4.2%PERPLEXITY 4.2% | Claim |
| 92 | n8n n8n.io | 2.8% 95% CI 0.8–9.6% 2 mentions · avg pos 21.5 first pick 0% | — | GEMINI 4.2%PERPLEXITY 4.2% | Claim |
| 93 | Hackalist hackalist.org | 2.8% 95% CI 0.8–9.6% 2 mentions · avg pos 22.5 first pick 0% | — | GROK 16.7%GEMINI 4.2% | Claim |
| 94 | AWS Cloud9 | 2.8% 95% CI 0.8–9.6% 2 mentions · avg pos 24.5 first pick 0% | — | GEMINI 8.3% | Claim |
| 95 | F6S f6s.com | 2.8% 95% CI 0.8–9.6% 2 mentions first pick 0% | — | PERPLEXITY 8.3% | Claim |
| 96 | GuideFlow guideflow.com | 2.8% 95% CI 0.8–9.6% 2 mentions first pick 0% | — | CHATGPT 16.7%PERPLEXITY 4.2% | Claim |
| 97 | Hopin | 1.4% 95% CI 0.2–7.5% 1 mentions · avg pos 2 first pick 0% | — | CLAUDE 8.3% | Claim |
| 98 | BeMyApp bemyapp.com | 1.4% 95% CI 0.2–7.5% 1 mentions · avg pos 3 first pick 0% | — | CLAUDE 8.3% | Claim |
| 99 | Codility codility.com | 1.4% 95% CI 0.2–7.5% 1 mentions · avg pos 3 first pick 0% | — | GEMINI 4.2% | Claim |
| 100 | Hack Club hackclub.com | 1.4% 95% CI 0.2–7.5% 1 mentions · avg pos 4 first pick 0% | — | CHATGPT 16.7% | Claim |
Reading the numbers: Share is a point estimate on 72 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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