What AI assistants actually recommend when buyers ask about ai tools for teachers and educators — measured weekly across 3 engines, published as open data.
Updated 2026-08-01 · 49 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: 49 AI answers · Window: Jul 4, 2026 – Aug 1, 2026 (4-week rolling) · trend vs prior 4 weeks (86 answers)
Across 49 sampled AI answers from 3 engines, MagicSchool is recommended most often — appearing in 69.4% of recommendations, followed by Brisk (67.3%) and Brisk Teaching (53.1%).
This is a measurement of share of voice across 3 AI engines — not an editorial pick. See the full ranking below.
| # | Product | Share | Trend | Engines | |
|---|---|---|---|---|---|
| 1 | MagicSchool magicschool.ai Best for: AI recommends MagicSchool most when buyers ask “best AI assistant for creating lesson plans and quizzes” (88.9% of those answers) | 69.4% 95% CI 55.5–80.5% 34 mentions · avg pos 4.2 first pick 41.2% | — | GEMINI 71.4%CLAUDE 85.7%PERPLEXITY 61.9% | Claim |
| 2 | Brisk briskteaching.com Best for: AI recommends Brisk most when buyers ask “best AI tools for teachers and classroom educators” (88.9% of those answers) | 67.3% 95% CI 53.4–78.8% 33 mentions · avg pos 5.8 first pick 3% | — | GEMINI 81%CLAUDE 57.1%PERPLEXITY 57.1% | Claim |
| 3 | Brisk Teaching Best for: AI recommends Brisk Teaching most when buyers ask “best AI tools for teachers and classroom educators” (88.9% of those answers) | 53.1% 95% CI 39.4–66.3% 26 mentions · avg pos 6.2 first pick 0% | — | GEMINI 76.2%CLAUDE 42.9%PERPLEXITY 33.3% | Claim |
| 4 | Diffit Best for: AI recommends Diffit most when buyers ask “best AI tools for teachers and classroom educators” (88.9% of those answers) | 49% 95% CI 35.6–62.5% 24 mentions · avg pos 6.4 first pick 4.2% | — | GEMINI 47.6%CLAUDE 42.9%PERPLEXITY 52.4% | Claim |
| 5 | Magic School AI Best for: AI recommends Magic School AI most when buyers ask “best AI tools for teachers and classroom educators” (88.9% of those answers) | 46.9% 95% CI 33.7–60.6% 23 mentions · avg pos 1.9 first pick 47.8% | — | GEMINI 47.6%CLAUDE 57.1%PERPLEXITY 42.9% | Claim |
| 6 | Edcafe AI edcafe.ai Best for: AI recommends Edcafe AI most when buyers ask “best AI tools for teachers and classroom educators” (77.8% of those answers) | 44.9% 95% CI 31.9–58.7% 22 mentions · avg pos 5.7 first pick 9.1% | — | GEMINI 33.3%CLAUDE 28.6%PERPLEXITY 61.9% | Claim |
| 7 | Khanmigo Best for: AI recommends Khanmigo most when buyers ask “which AI teaching tool is best for K-12 vs higher education” (77.8% of those answers) | 36.7% 95% CI 24.7–50.7% 18 mentions · avg pos 5.3 first pick 0% | — | GEMINI 38.1%CLAUDE 28.6%PERPLEXITY 38.1% | Claim |
| 8 | Curipod Best for: AI recommends Curipod most when buyers ask “best AI tools for teachers and classroom educators” (77.8% of those answers) | 36.7% 95% CI 24.7–50.7% 18 mentions · avg pos 6.4 first pick 5.6% | — | GEMINI 33.3%CLAUDE 42.9%PERPLEXITY 38.1% | Claim |
| 9 | SchoolAI schoolai.com Best for: AI recommends SchoolAI most when buyers ask “which AI teaching tool is best for K-12 vs higher education” (66.7% of those answers) | 30.6% 95% CI 19.5–44.5% 15 mentions · avg pos 7.5 first pick 0% | — | GEMINI 33.3%CLAUDE 42.9%PERPLEXITY 23.8% | Claim |
| 10 | Eduaide.AI Best for: AI recommends Eduaide.AI most when buyers ask “best AI assistant for creating lesson plans and quizzes” (77.8% of those answers) | 28.6% 95% CI 17.8–42.4% 14 mentions · avg pos 4.4 first pick 14.3% | — | GEMINI 28.6%CLAUDE 42.9%PERPLEXITY 23.8% | Claim |
| 11 | Gradescope gradescope.com Best for: AI recommends Gradescope most when buyers ask “best AI tools for teachers and classroom educators” (77.8% of those answers) | 28.6% 95% CI 17.8–42.4% 14 mentions · avg pos 7.1 first pick 0% | — | GEMINI 38.1%CLAUDE 14.3%PERPLEXITY 23.8% | Claim |
| 12 | Notebook LM notebooklm.google.com Best for: AI recommends Notebook LM most when buyers ask “which AI teaching tool is best for K-12 vs higher education” (66.7% of those answers) | 26.5% 95% CI 16.2–40.3% 13 mentions · avg pos 6.5 first pick 7.7% | — | GEMINI 33.3%CLAUDE 14.3%PERPLEXITY 23.8% | Claim |
| 13 | Khan Academy khanacademy.org Best for: AI recommends Khan Academy most when buyers ask “affordable alternatives to expensive AI education platforms for teachers” (77.8% of those answers) | 24.5% 95% CI 14.6–38.1% 12 mentions · avg pos 7.1 first pick 0% | — | GEMINI 38.1%PERPLEXITY 19% | Claim |
| 14 | Taskade taskade.com Best for: AI recommends Taskade most when buyers ask “best AI tools for teachers and classroom educators” (55.6% of those answers) | 20.4% 95% CI 11.5–33.6% 10 mentions · avg pos 8.3 first pick 10% | — | GEMINI 9.5%PERPLEXITY 38.1% | Claim |
| 15 | Socratic socratic.com Best for: AI recommends Socratic most when buyers ask “affordable alternatives to expensive AI education platforms for teachers” (44.4% of those answers) | 20.4% 95% CI 11.5–33.6% 10 mentions · avg pos 8.5 first pick 0% | — | GEMINI 33.3%CLAUDE 14.3%PERPLEXITY 9.5% | Claim |
| 16 | Eduaide eduaide.ai Best for: AI recommends Eduaide most when buyers ask “best AI tools for teachers and classroom educators” (33.3% of those answers) | 18.4% 95% CI 10–31.4% 9 mentions · avg pos 4.8 first pick 11.1% | — | GEMINI 28.6%PERPLEXITY 14.3% | Claim |
| 17 | Formative formative.com Best for: AI recommends Formative most when buyers ask “best AI tools for teachers and classroom educators” (33.3% of those answers) | 18.4% 95% CI 10–31.4% 9 mentions · avg pos 10.4 first pick 0% | — | GEMINI 28.6%CLAUDE 28.6%PERPLEXITY 4.8% | Claim |
| 18 | Edutopia edutopia.org Best for: AI recommends Edutopia most when buyers ask “affordable alternatives to expensive AI education platforms for teachers” (33.3% of those answers) | 18.4% 95% CI 10–31.4% 9 mentions first pick 0% | — | PERPLEXITY 42.9% | Claim |
| 19 | CoGrader cograder.com Best for: AI recommends CoGrader most when buyers ask “what AI tool should I use to grade student essays faster” (77.8% of those answers) | 16.3% 95% CI 8.5–29% 8 mentions · avg pos 4.1 first pick 0% | — | GEMINI 23.8%PERPLEXITY 14.3% | Claim |
| 20 | Google Classroom Best for: AI recommends Google Classroom most when buyers ask “what AI tool should I use to grade student essays faster” (44.4% of those answers) | 14.3% 95% CI 7.1–26.7% 7 mentions · avg pos 5 first pick 0% | — | CLAUDE 28.6%PERPLEXITY 23.8% | Claim |
| 21 | Turnitin turnitin.com Best for: AI recommends Turnitin most when buyers ask “what AI tool should I use to grade student essays faster” (77.8% of those answers) | 14.3% 95% CI 7.1–26.7% 7 mentions · avg pos 7.6 first pick 0% | — | GEMINI 28.6%PERPLEXITY 4.8% | Claim |
| 22 | EssayGrader.ai essaygrader.ai Best for: AI recommends EssayGrader.ai most when buyers ask “what AI tool should I use to grade student essays faster” (66.7% of those answers) | 12.2% 95% CI 5.7–24.2% 6 mentions · avg pos 2.2 first pick 50% | — | GEMINI 9.5%CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 23 | ClassPoint Best for: AI recommends ClassPoint most when buyers ask “best AI tools for teachers and classroom educators” (55.6% of those answers) | 12.2% 95% CI 5.7–24.2% 6 mentions · avg pos 4 first pick 0% | — | GEMINI 4.8%CLAUDE 14.3%PERPLEXITY 19% | Claim |
| 24 | GPTZero AI Grader gptzero.me Best for: AI recommends GPTZero AI Grader most when buyers ask “what AI tool should I use to grade student essays faster” (55.6% of those answers) | 12.2% 95% CI 5.7–24.2% 6 mentions · avg pos 7 first pick 0% | — | GEMINI 14.3%PERPLEXITY 14.3% | Claim |
| 25 | Monsha AI monsha.ai Best for: AI recommends Monsha AI most when buyers ask “affordable alternatives to expensive AI education platforms for teachers” (55.6% of those answers) | 12.2% 95% CI 5.7–24.2% 6 mentions first pick 0% | — | PERPLEXITY 28.6% | Claim |
| 26 | Coursera coursera.org Best for: AI recommends Coursera most when buyers ask “affordable alternatives to expensive AI education platforms for teachers” (44.4% of those answers) | 10.2% 95% CI 4.4–21.8% 5 mentions · avg pos 8.4 first pick 0% | — | GEMINI 23.8% | Claim |
| 27 | Canva AI Best for: AI recommends Canva AI most when buyers ask “which AI teaching tool is best for K-12 vs higher education” (33.3% of those answers) | 10.2% 95% CI 4.4–21.8% 5 mentions · avg pos 9 first pick 0% | — | GEMINI 23.8% | Claim |
| 28 | ClassDojo classdojo.com Best for: AI recommends ClassDojo most when buyers ask “best AI tools for teachers and classroom educators” (44.4% of those answers) | 10.2% 95% CI 4.4–21.8% 5 mentions · avg pos 12.5 first pick 0% | — | GEMINI 14.3%PERPLEXITY 9.5% | Claim |
| 29 | ClickUp clickup.com Best for: AI recommends ClickUp most when buyers ask “best AI assistant for creating lesson plans and quizzes” (33.3% of those answers) | 10.2% 95% CI 4.4–21.8% 5 mentions first pick 0% | — | PERPLEXITY 23.8% | Claim |
| 30 | Jotform jotform.com Best for: AI recommends Jotform most when buyers ask “affordable alternatives to expensive AI education platforms for teachers” (33.3% of those answers) | 10.2% 95% CI 4.4–21.8% 5 mentions first pick 0% | — | PERPLEXITY 23.8% | Claim |
| 31 | EssayGrader Best for: AI recommends EssayGrader most when buyers ask “what AI tool should I use to grade student essays faster” (44.4% of those answers) | 8.2% 95% CI 3.2–19.2% 4 mentions · avg pos 4 first pick 50% | — | GEMINI 19% | Claim |
| 32 | Quizizz quizizz.com Best for: AI recommends Quizizz most when buyers ask “best AI assistant for creating lesson plans and quizzes” (33.3% of those answers) | 8.2% 95% CI 3.2–19.2% 4 mentions · avg pos 4 first pick 25% | — | GEMINI 14.3%CLAUDE 14.3% | Claim |
| 33 | Quizlet quizlet.com Best for: AI recommends Quizlet most when buyers ask “which AI teaching tool is best for K-12 vs higher education” (33.3% of those answers) | 8.2% 95% CI 3.2–19.2% 4 mentions · avg pos 8.8 first pick 0% | — | GEMINI 19% | Claim |
| 34 | Education Copilot Best for: AI recommends Education Copilot most when buyers ask “affordable alternatives to expensive AI education platforms for teachers” (44.4% of those answers) | 8.2% 95% CI 3.2–19.2% 4 mentions · avg pos 9 first pick 0% | — | GEMINI 9.5%CLAUDE 14.3%PERPLEXITY 4.8% | Claim |
| 35 | Generative AI for Educators Best for: AI recommends Generative AI for Educators most when buyers ask “affordable alternatives to expensive AI education platforms for teachers” (33.3% of those answers) | 6.1% 95% CI 2.1–16.5% 3 mentions · avg pos 2.3 first pick 33.3% | — | GEMINI 14.3% | Claim |
| 36 | Code.org code.org Best for: AI recommends Code.org most when buyers ask “affordable alternatives to expensive AI education platforms for teachers” (44.4% of those answers) | 6.1% 95% CI 2.1–16.5% 3 mentions · avg pos 3.7 first pick 33.3% | — | GEMINI 14.3% | Claim |
| 37 | Gibbly | 6.1% 95% CI 2.1–16.5% 3 mentions · avg pos 4 first pick 0% | — | CLAUDE 14.3%PERPLEXITY 9.5% | Claim |
| 38 | Smart Sparrow smartsparrow.com Best for: AI recommends Smart Sparrow most when buyers ask “how do I use AI to differentiate instruction for different learning levels” (33.3% of those answers) | 6.1% 95% CI 2.1–16.5% 3 mentions · avg pos 4 first pick 33.3% | — | GEMINI 14.3% | Claim |
| 39 | Lessonsquill lessonsquill.com Best for: AI recommends Lessonsquill most when buyers ask “best AI assistant for creating lesson plans and quizzes” (44.4% of those answers) | 6.1% 95% CI 2.1–16.5% 3 mentions · avg pos 5 first pick 0% | — | GEMINI 9.5%CLAUDE 14.3% | Claim |
| 40 | Writable writable.com Best for: AI recommends Writable most when buyers ask “best AI tools for teachers and classroom educators” (33.3% of those answers) | 6.1% 95% CI 2.1–16.5% 3 mentions · avg pos 7.5 first pick 0% | — | GEMINI 4.8%PERPLEXITY 9.5% | Claim |
| 41 | Flint | 6.1% 95% CI 2.1–16.5% 3 mentions · avg pos 7.7 first pick 0% | — | GEMINI 14.3% | Claim |
| 42 | Synthesia synthesia.io Best for: AI recommends Synthesia most when buyers ask “which AI teaching tool is best for K-12 vs higher education” (33.3% of those answers) | 6.1% 95% CI 2.1–16.5% 3 mentions · avg pos 10.3 first pick 0% | — | GEMINI 14.3% | Claim |
| 43 | GPT | 6.1% 95% CI 2.1–16.5% 3 mentions · avg pos 17.5 first pick 0% | — | GEMINI 9.5%PERPLEXITY 4.8% | Claim |
| 44 | Askie | 4.1% 95% CI 1.1–13.7% 2 mentions · avg pos 1 first pick 50% | — | PERPLEXITY 9.5% | Claim |
| 45 | Kahoot! kahoot.com | 4.1% 95% CI 1.1–13.7% 2 mentions · avg pos 1.5 first pick 50% | — | GEMINI 9.5% | Claim |
| 46 | Class Companion | 4.1% 95% CI 1.1–13.7% 2 mentions · avg pos 3 first pick 0% | — | PERPLEXITY 9.5% | Claim |
| 47 | Khanmigo for Teachers khan.org | 4.1% 95% CI 1.1–13.7% 2 mentions · avg pos 3 first pick 0% | — | CLAUDE 14.3%PERPLEXITY 4.8% | Claim |
| 48 | Claude for Education Best for: AI recommends Claude for Education most when buyers ask “which AI teaching tool is best for K-12 vs higher education” (33.3% of those answers) | 4.1% 95% CI 1.1–13.7% 2 mentions · avg pos 4 first pick 0% | — | CLAUDE 14.3%PERPLEXITY 4.8% | Claim |
| 49 | AI for Education aiforeducation.io Best for: AI recommends AI for Education most when buyers ask “affordable alternatives to expensive AI education platforms for teachers” (33.3% of those answers) | 4.1% 95% CI 1.1–13.7% 2 mentions · avg pos 5.5 first pick 0% | — | GEMINI 9.5% | Claim |
| 50 | Smodin | 4.1% 95% CI 1.1–13.7% 2 mentions · avg pos 6.5 first pick 0% | — | GEMINI 9.5% | Claim |
| 51 | Snorkl | 4.1% 95% CI 1.1–13.7% 2 mentions · avg pos 10.5 first pick 0% | — | GEMINI 9.5% | Claim |
| 52 | Grammarly grammarly.com | 4.1% 95% CI 1.1–13.7% 2 mentions · avg pos 13 first pick 0% | — | GEMINI 4.8%PERPLEXITY 4.8% | Claim |
| 53 | Gemini for Education | 4.1% 95% CI 1.1–13.7% 2 mentions · avg pos 19 first pick 0% | — | GEMINI 9.5% | Claim |
| 54 | Diffit Pro diffit.me | 4.1% 95% CI 1.1–13.7% 2 mentions · avg pos 20 first pick 0% | — | GEMINI 9.5% | Claim |
| 55 | Canva canva.com Best for: AI recommends Canva most when buyers ask “how can AI help teachers create engaging classroom materials” (33.3% of those answers) | 4.1% 95% CI 1.1–13.7% 2 mentions first pick 0% | — | PERPLEXITY 9.5% | Claim |
| 56 | ChatGPT for Teachers | 4.1% 95% CI 1.1–13.7% 2 mentions first pick 0% | — | CLAUDE 14.3%PERPLEXITY 4.8% | Claim |
| 57 | F6S f6s.com | 4.1% 95% CI 1.1–13.7% 2 mentions first pick 0% | — | PERPLEXITY 9.5% | Claim |
| 58 | Forbes forbes.com Best for: AI recommends Forbes most when buyers ask “which AI teaching tool is best for K-12 vs higher education” (33.3% of those answers) | 4.1% 95% CI 1.1–13.7% 2 mentions first pick 0% | — | PERPLEXITY 9.5% | Claim |
| 59 | Harvard's AI Sandbox harvard.edu | 4.1% 95% CI 1.1–13.7% 2 mentions first pick 0% | — | PERPLEXITY 9.5% | Claim |
| 60 | Microsoft microsoft.com Best for: AI recommends Microsoft most when buyers ask “how do I use AI to differentiate instruction for different learning levels” (33.3% of those answers) | 4.1% 95% CI 1.1–13.7% 2 mentions first pick 0% | — | PERPLEXITY 9.5% | Claim |
| 61 | NotePT.io notegpt.io Best for: AI recommends NotePT.io most when buyers ask “what AI tool should I use to grade student essays faster” (33.3% of those answers) | 4.1% 95% CI 1.1–13.7% 2 mentions first pick 0% | — | PERPLEXITY 9.5% | Claim |
| 62 | Pickaxe pickaxe.co | 4.1% 95% CI 1.1–13.7% 2 mentions first pick 0% | — | PERPLEXITY 9.5% | Claim |
| 63 | Knewton Alta knewton.com | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 1 first pick 100% | — | GEMINI 4.8% | Claim |
| 64 | Prodigy prodigygame.com | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 1 first pick 100% | — | GEMINI 4.8% | Claim |
| 65 | Prezi prezi.com | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 2 first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 66 | Teachshare | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 2 first pick 0% | — | GEMINI 4.8% | Claim |
| 67 | HeyGen heygen.com | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 3 first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 68 | Socrative socrative.com | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 3 first pick 0% | — | GEMINI 4.8% | Claim |
| 69 | Nearpod nearpod.com | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 4 first pick 0% | — | CLAUDE 14.3% | Claim |
| 70 | TeachMate AI | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 4 first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 71 | Teachmate teachmate.com | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 4 first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 72 | Common Planner commonplanner.com | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 5 first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 73 | Kuraplan kuraplan.com | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 5 first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 74 | Blackboard blackboard.com | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 7 first pick 0% | — | CLAUDE 14.3% | Claim |
| 75 | D2L Brightspace d2l.com | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 7 first pick 0% | — | GEMINI 4.8% | Claim |
| 76 | Gamma gamma.app | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 7 first pick 0% | — | GEMINI 4.8% | Claim |
| 77 | Moodle moodle.com | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 7 first pick 0% | — | CLAUDE 14.3% | Claim |
| 78 | Duolingo duolingo.com | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 8 first pick 0% | — | GEMINI 4.8% | Claim |
| 79 | Capacity capacity.com | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 10 first pick 0% | — | GEMINI 4.8% | Claim |
| 80 | Ellucian ellucian.com | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 10 first pick 0% | — | GEMINI 4.8% | Claim |
| 81 | Quill | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 12 first pick 0% | — | GEMINI 4.8% | Claim |
| 82 | ScribeSense | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 14 first pick 0% | — | GEMINI 4.8% | Claim |
| 83 | BrightBytes brightbytes.com | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 16 first pick 0% | — | GEMINI 4.8% | Claim |
| 84 | LiveCase livecase.com | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 17 first pick 0% | — | GEMINI 4.8% | Claim |
| 85 | Chalkie chalkie.ai | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 18 first pick 0% | — | GEMINI 4.8% | Claim |
| 86 | DeepSeek deepseek.com | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 19 first pick 0% | — | GEMINI 4.8% | Claim |
| 87 | Ollama ollama.com | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 21 first pick 0% | — | GEMINI 4.8% | Claim |
| 88 | Zoom AI Companion | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 26 first pick 0% | — | GEMINI 4.8% | Claim |
| 89 | ClassroomAI Teaching Workspace | 2% 95% CI 0.4–10.7% 1 mentions first pick 0% | — | CLAUDE 14.3% | Claim |
| 90 | Conker | 2% 95% CI 0.4–10.7% 1 mentions first pick 0% | — | CLAUDE 14.3% | Claim |
| 91 | Eklavvya eklavvya.com | 2% 95% CI 0.4–10.7% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 92 | Notion notion.so | 2% 95% CI 0.4–10.7% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 93 | Notion AI notion.com | 2% 95% CI 0.4–10.7% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 94 | Padlet TA | 2% 95% CI 0.4–10.7% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 95 | Quizizz AI | 2% 95% CI 0.4–10.7% 1 mentions first pick 0% | — | CLAUDE 14.3% | Claim |
| 96 | SourceForge sourceforge.net | 2% 95% CI 0.4–10.7% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 97 | TeachBetter.ai teachbetter.ai Best for: AI recommends TeachBetter.ai most when buyers ask “affordable alternatives to expensive AI education platforms for teachers” (33.3% of those answers) | 2% 95% CI 0.4–10.7% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 98 | Uteach uteach.io | 2% 95% CI 0.4–10.7% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 99 | Venngage venngage.com | 2% 95% CI 0.4–10.7% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
Reading the numbers: Share is a point estimate on 49 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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