What AI assistants actually recommend when buyers ask about ai tools for ux designers — measured weekly across 4 engines, published as open data.
Updated 2026-08-04 · 69 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: 69 AI answers · Window: Jul 7, 2026 – Aug 4, 2026 (4-week rolling) · trend vs prior 4 weeks (44 answers)
Across 69 sampled AI answers from 4 engines, Figma is recommended most often — appearing in 68.1% of recommendations, followed by Uizard (43.5%) and Stitch (40.6%).
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 | Figma figma.com Best for: AI recommends Figma most when buyers ask “which AI UX tool is best for early-stage design vs polished high-fidelity work” (100% of those answers) | 68.1% 95% CI 56.4–77.9% 47 mentions · avg pos 4 first pick 29.8% | — | GEMINI 66.7%CHATGPT 71.4%CLAUDE 57.1%PERPLEXITY 71.4% | Claim |
| 2 | Uizard uizard.io Best for: AI recommends Uizard most when buyers ask “alternatives to the big AI design tools for UX work” (90.9% of those answers) | 43.5% 95% CI 32.4–55.2% 30 mentions · avg pos 5.2 first pick 10% | — | GEMINI 48.1%CHATGPT 57.1%CLAUDE 28.6%PERPLEXITY 39.3% | Claim |
| 3 | Stitch Best for: AI recommends Stitch most when buyers ask “best AI assistant for generating UI wireframes and prototypes” (83.3% of those answers) | 40.6% 95% CI 29.8–52.4% 28 mentions · avg pos 3.9 first pick 14.3% | — | GEMINI 33.3%CHATGPT 28.6%CLAUDE 42.9%PERPLEXITY 50% | Claim |
| 4 | UX Pilot uxpilot.ai Best for: AI recommends UX Pilot most when buyers ask “which AI UX tool is best for early-stage design vs polished high-fidelity work” (75% of those answers) | 37.7% 95% CI 27.2–49.5% 26 mentions · avg pos 3.9 first pick 19.2% | — | GEMINI 33.3%CHATGPT 14.3%CLAUDE 42.9%PERPLEXITY 46.4% | Claim |
| 5 | Visily visily.ai Best for: AI recommends Visily most when buyers ask “best AI assistant for generating UI wireframes and prototypes” (83.3% of those answers) | 27.5% 95% CI 18.4–39% 19 mentions · avg pos 7.3 first pick 5.3% | — | GEMINI 33.3%CHATGPT 28.6%CLAUDE 28.6%PERPLEXITY 21.4% | Claim |
| 6 | Google Stitch Best for: AI recommends Google Stitch most when buyers ask “which AI UX tool is best for early-stage design vs polished high-fidelity work” (58.3% of those answers) | 24.6% 95% CI 16–36% 17 mentions · avg pos 3.6 first pick 23.5% | — | CHATGPT 28.6%CLAUDE 28.6%PERPLEXITY 46.4% | Claim |
| 7 | Galileo AI Best for: AI recommends Galileo AI most when buyers ask “which AI UX tool is best for early-stage design vs polished high-fidelity work” (50% of those answers) | 23.2% 95% CI 14.8–34.4% 16 mentions · avg pos 6.7 first pick 6.3% | — | GEMINI 25.9%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 25% | Claim |
| 8 | Framer framer.com Best for: AI recommends Framer most when buyers ask “alternatives to the big AI design tools for UX work” (72.7% of those answers) | 23.2% 95% CI 14.8–34.4% 16 mentions · avg pos 7.6 first pick 0% | — | GEMINI 18.5%CHATGPT 14.3%CLAUDE 28.6%PERPLEXITY 28.6% | Claim |
| 9 | Relume Best for: AI recommends Relume most when buyers ask “alternatives to the big AI design tools for UX work” (45.5% of those answers) | 21.7% 95% CI 13.6–32.8% 15 mentions · avg pos 5.3 first pick 0% | — | GEMINI 25.9%CHATGPT 28.6%PERPLEXITY 21.4% | Claim |
| 10 | Miro miro.com Best for: AI recommends Miro most when buyers ask “alternatives to the big AI design tools for UX work” (45.5% of those answers) | 21.7% 95% CI 13.6–32.8% 15 mentions · avg pos 7.1 first pick 6.7% | — | GEMINI 29.6%CLAUDE 14.3%PERPLEXITY 21.4% | Claim |
| 11 | Dovetail dovetail.com Best for: AI recommends Dovetail most when buyers ask “how do I use AI to analyze user research transcripts and find patterns” (66.7% of those answers) | 20.3% 95% CI 12.5–31.2% 14 mentions · avg pos 15.1 first pick 14.3% | — | GEMINI 25.9%CHATGPT 42.9%PERPLEXITY 14.3% | Claim |
| 12 | Maze maze.co Best for: AI recommends Maze most when buyers ask “how do I use AI to analyze user research transcripts and find patterns” (66.7% of those answers) | 18.8% 95% CI 11.4–29.6% 13 mentions · avg pos 9.1 first pick 15.4% | — | GEMINI 22.2%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 17.9% | Claim |
| 13 | Lovable lovable.dev Best for: AI recommends Lovable most when buyers ask “best AI tools for UX and product designers” (58.3% of those answers) | 18.8% 95% CI 11.4–29.6% 13 mentions · avg pos 10.8 first pick 0% | — | GEMINI 18.5%CHATGPT 42.9%CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 14 | Framer AI Best for: AI recommends Framer AI most when buyers ask “best AI assistant for generating UI wireframes and prototypes” (50% of those answers) | 17.4% 95% CI 10.2–28% 12 mentions · avg pos 7.2 first pick 0% | — | GEMINI 14.8%CHATGPT 14.3%CLAUDE 28.6%PERPLEXITY 17.9% | Claim |
| 15 | Flowstep flowstep.ai Best for: AI recommends Flowstep most when buyers ask “alternatives to the big AI design tools for UX work” (72.7% of those answers) | 17.4% 95% CI 10.2–28% 12 mentions · avg pos 8 first pick 0% | — | GEMINI 25.9%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 10.7% | Claim |
| 16 | Anima Best for: AI recommends Anima most when buyers ask “best AI assistant for generating UI wireframes and prototypes” (75% of those answers) | 15.9% 95% CI 9.1–26.3% 11 mentions · avg pos 4.8 first pick 36.4% | — | GEMINI 22.2%CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 17 | Figma Make Best for: AI recommends Figma Make most when buyers ask “alternatives to the big AI design tools for UX work” (36.4% of those answers) | 15.9% 95% CI 9.1–26.3% 11 mentions · avg pos 5.6 first pick 27.3% | — | GEMINI 25.9%PERPLEXITY 14.3% | Claim |
| 18 | Thematic Best for: AI recommends Thematic most when buyers ask “how do I use AI to analyze user research transcripts and find patterns” (58.3% of those answers) | 15.9% 95% CI 9.1–26.3% 11 mentions · avg pos 11.1 first pick 9.1% | — | GEMINI 25.9%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 7.1% | Claim |
| 19 | Frontitude frontitude.com Best for: AI recommends Frontitude most when buyers ask “what AI tool should I use to generate UX copy and microcopy” (83.3% of those answers) | 14.5% 95% CI 8.1–24.7% 10 mentions · avg pos 6 first pick 10% | — | GEMINI 18.5%CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 20 | Jasper jasper.ai Best for: AI recommends Jasper most when buyers ask “what AI tool should I use to generate UX copy and microcopy” (75% of those answers) | 13% 95% CI 7–23% 9 mentions · avg pos 7.3 first pick 0% | — | GEMINI 11.1%CHATGPT 14.3%PERPLEXITY 17.9% | Claim |
| 21 | Banani Best for: AI recommends Banani most when buyers ask “best AI assistant for generating UI wireframes and prototypes” (41.7% of those answers) | 11.6% 95% CI 6–21.2% 8 mentions · avg pos 3.3 first pick 12.5% | — | GEMINI 14.8%PERPLEXITY 14.3% | Claim |
| 22 | Firefly firefly.adobe.com Best for: AI recommends Firefly most when buyers ask “best AI tools for UX and product designers” (66.7% of those answers) | 11.6% 95% CI 6–21.2% 8 mentions · avg pos 10 first pick 0% | — | GEMINI 14.8%PERPLEXITY 14.3% | Claim |
| 23 | User Interviews userinterviews.com Best for: AI recommends User Interviews most when buyers ask “how do I use AI to analyze user research transcripts and find patterns” (75% of those answers) | 11.6% 95% CI 6–21.2% 8 mentions · avg pos 10 first pick 25% | — | GEMINI 14.8%CHATGPT 14.3%PERPLEXITY 10.7% | Claim |
| 24 | Balsamiq balsamiq.com Best for: AI recommends Balsamiq most when buyers ask “alternatives to the big AI design tools for UX work” (63.6% of those answers) | 10.1% 95% CI 5–19.5% 7 mentions · avg pos 5.6 first pick 0% | — | GEMINI 3.7%CLAUDE 28.6%PERPLEXITY 14.3% | Claim |
| 25 | Moonchild Best for: AI recommends Moonchild most when buyers ask “which AI UX tool is best for early-stage design vs polished high-fidelity work” (41.7% of those answers) | 10.1% 95% CI 5–19.5% 7 mentions · avg pos 8.4 first pick 28.6% | — | GEMINI 25.9% | Claim |
| 26 | Moonchild AI Best for: AI recommends Moonchild AI most when buyers ask “alternatives to the big AI design tools for UX work” (36.4% of those answers) | 10.1% 95% CI 5–19.5% 7 mentions · avg pos 8.4 first pick 28.6% | — | GEMINI 25.9% | Claim |
| 27 | Notion notion.so | 8.7% 95% CI 4–17.7% 6 mentions · avg pos 6.2 first pick 16.7% | — | GEMINI 14.8%PERPLEXITY 7.1% | Claim |
| 28 | Penpot penpot.app Best for: AI recommends Penpot most when buyers ask “alternatives to the big AI design tools for UX work” (63.6% of those answers) | 8.7% 95% CI 4–17.7% 6 mentions · avg pos 7.2 first pick 33.3% | — | CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 29 | UserTesting usertesting.com Best for: AI recommends UserTesting most when buyers ask “best AI tools for UX and product designers” (33.3% of those answers) | 8.7% 95% CI 4–17.7% 6 mentions · avg pos 10.3 first pick 0% | — | GEMINI 14.8%CHATGPT 14.3%PERPLEXITY 3.6% | Claim |
| 30 | Magic Patterns | 7.2% 95% CI 3.1–15.9% 5 mentions · avg pos 8.3 first pick 0% | — | GEMINI 7.4%CHATGPT 14.3%PERPLEXITY 7.1% | Claim |
| 31 | Listen Labs listenlabs.ai | 7.2% 95% CI 3.1–15.9% 5 mentions · avg pos 12.4 first pick 0% | — | GEMINI 18.5% | Claim |
| 32 | Userlytics userlytics.com Best for: AI recommends Userlytics most when buyers ask “how do I use AI to analyze user research transcripts and find patterns” (33.3% of those answers) | 7.2% 95% CI 3.1–15.9% 5 mentions · avg pos 12.6 first pick 20% | — | GEMINI 18.5% | Claim |
| 33 | Attention Insight | 7.2% 95% CI 3.1–15.9% 5 mentions · avg pos 15.3 first pick 0% | — | GEMINI 3.7%PERPLEXITY 14.3% | Claim |
| 34 | Midjourney midjourney.com Best for: AI recommends Midjourney most when buyers ask “best AI tools for UX and product designers” (41.7% of those answers) | 5.8% 95% CI 2.3–14% 4 mentions · avg pos 7.3 first pick 25% | — | GEMINI 3.7%PERPLEXITY 10.7% | Claim |
| 35 | Looppanel looppanel.com Best for: AI recommends Looppanel most when buyers ask “how do I use AI to analyze user research transcripts and find patterns” (41.7% of those answers) | 5.8% 95% CI 2.3–14% 4 mentions · avg pos 8 first pick 25% | — | GEMINI 3.7%PERPLEXITY 10.7% | Claim |
| 36 | Great Question greatquestion.co Best for: AI recommends Great Question most when buyers ask “how do I use AI to analyze user research transcripts and find patterns” (33.3% of those answers) | 5.8% 95% CI 2.3–14% 4 mentions · avg pos 9 first pick 0% | — | GEMINI 7.4%PERPLEXITY 7.1% | Claim |
| 37 | UXMagic uxmagic.ai Best for: AI recommends UXMagic most when buyers ask “alternatives to the big AI design tools for UX work” (36.4% of those answers) | 5.8% 95% CI 2.3–14% 4 mentions · avg pos 9 first pick 0% | — | GEMINI 7.4%PERPLEXITY 7.1% | Claim |
| 38 | UXPin uxpin.com | 5.8% 95% CI 2.3–14% 4 mentions · avg pos 10.5 first pick 0% | — | GEMINI 3.7%CHATGPT 14.3%PERPLEXITY 7.1% | Claim |
| 39 | v0.dev v0.dev | 5.8% 95% CI 2.3–14% 4 mentions · avg pos 11 first pick 0% | — | GEMINI 11.1%PERPLEXITY 3.6% | Claim |
| 40 | Lyssna lyssna.com | 5.8% 95% CI 2.3–14% 4 mentions · avg pos 15 first pick 0% | — | GEMINI 7.4%CHATGPT 14.3%PERPLEXITY 3.6% | Claim |
| 41 | Nielsen Norman Group nngroup.com Best for: AI recommends Nielsen Norman Group most when buyers ask “how do I use AI to analyze user research transcripts and find patterns” (33.3% of those answers) | 5.8% 95% CI 2.3–14% 4 mentions first pick 0% | — | PERPLEXITY 14.3% | Claim |
| 42 | Lunacy Best for: AI recommends Lunacy most when buyers ask “alternatives to the big AI design tools for UX work” (36.4% of those answers) | 4.3% 95% CI 1.5–12% 3 mentions · avg pos 3 first pick 0% | — | PERPLEXITY 10.7% | Claim |
| 43 | UX Pilot AI | 4.3% 95% CI 1.5–12% 3 mentions · avg pos 4.3 first pick 0% | — | GEMINI 7.4%PERPLEXITY 3.6% | Claim |
| 44 | Otter otter.ai Best for: AI recommends Otter most when buyers ask “how do I use AI to analyze user research transcripts and find patterns” (33.3% of those answers) | 4.3% 95% CI 1.5–12% 3 mentions · avg pos 7 first pick 33.3% | — | GEMINI 11.1% | Claim |
| 45 | Vercel vercel.com | 4.3% 95% CI 1.5–12% 3 mentions · avg pos 10 first pick 0% | — | GEMINI 3.7%CHATGPT 28.6% | Claim |
| 46 | Copy.ai copy.ai | 4.3% 95% CI 1.5–12% 3 mentions · avg pos 10.7 first pick 0% | — | GEMINI 11.1% | Claim |
| 47 | Whimsical whimsical.com | 4.3% 95% CI 1.5–12% 3 mentions · avg pos 11.7 first pick 0% | — | GEMINI 7.4%PERPLEXITY 3.6% | Claim |
| 48 | Lookback lookback.io | 4.3% 95% CI 1.5–12% 3 mentions · avg pos 18.7 first pick 0% | — | GEMINI 11.1% | Claim |
| 49 | Emergent emergent.sh | 2.9% 95% CI 0.8–10% 2 mentions · avg pos 2.5 first pick 0% | — | GEMINI 3.7%CLAUDE 14.3% | Claim |
| 50 | Adobe Sign adobe.com | 2.9% 95% CI 0.8–10% 2 mentions · avg pos 5 first pick 0% | — | GEMINI 3.7%PERPLEXITY 3.6% | Claim |
| 51 | Rendair AI rendair.ai | 2.9% 95% CI 0.8–10% 2 mentions · avg pos 7 first pick 0% | — | GEMINI 7.4% | Claim |
| 52 | Moqups moqups.com | 2.9% 95% CI 0.8–10% 2 mentions · avg pos 7.5 first pick 0% | — | PERPLEXITY 7.1% | Claim |
| 53 | Beacon AI | 2.9% 95% CI 0.8–10% 2 mentions · avg pos 8.5 first pick 0% | — | GEMINI 7.4% | Claim |
| 54 | Outset outset.ai Best for: AI recommends Outset most when buyers ask “how can AI help UX designers run faster usability research” (33.3% of those answers) | 2.9% 95% CI 0.8–10% 2 mentions · avg pos 9.5 first pick 0% | — | GEMINI 3.7%PERPLEXITY 3.6% | Claim |
| 55 | Grammarly grammarly.com | 2.9% 95% CI 0.8–10% 2 mentions · avg pos 10 first pick 0% | — | GEMINI 3.7%CLAUDE 14.3% | Claim |
| 56 | ProtoPie protopie.io | 2.9% 95% CI 0.8–10% 2 mentions · avg pos 10.5 first pick 0% | — | GEMINI 7.4% | Claim |
| 57 | Perspective AI | 2.9% 95% CI 0.8–10% 2 mentions · avg pos 12 first pick 0% | — | GEMINI 7.4% | Claim |
| 58 | nTop ntop.com | 2.9% 95% CI 0.8–10% 2 mentions · avg pos 12 first pick 0% | — | GEMINI 7.4% | Claim |
| 59 | Hotjar hotjar.com | 2.9% 95% CI 0.8–10% 2 mentions · avg pos 17 first pick 0% | — | GEMINI 3.7%PERPLEXITY 3.6% | Claim |
| 60 | UsabilityHub usabilityhub.com | 2.9% 95% CI 0.8–10% 2 mentions · avg pos 17 first pick 0% | — | GEMINI 7.4% | Claim |
| 61 | Sonix sonix.ai | 1.4% 95% CI 0.3–7.8% 1 mentions · avg pos 1 first pick 100% | — | GEMINI 3.7% | Claim |
| 62 | Balsamiq Cloud balsamiq.cloud | 1.4% 95% CI 0.3–7.8% 1 mentions · avg pos 4 first pick 0% | — | GEMINI 3.7% | Claim |
| 63 | Texta AI | 1.4% 95% CI 0.3–7.8% 1 mentions · avg pos 4 first pick 0% | — | CLAUDE 14.3% | Claim |
| 64 | Bolt bolt.com | 1.4% 95% CI 0.3–7.8% 1 mentions · avg pos 5 first pick 0% | — | GEMINI 3.7% | Claim |
| 65 | Energent.ai energent.ai | 1.4% 95% CI 0.3–7.8% 1 mentions · avg pos 5 first pick 0% | — | PERPLEXITY 3.6% | Claim |
| 66 | IdeaPlan Templates ideaplan.io | 1.4% 95% CI 0.3–7.8% 1 mentions · avg pos 5 first pick 0% | — | CHATGPT 14.3% | Claim |
| 67 | River rivereditor.com | 1.4% 95% CI 0.3–7.8% 1 mentions · avg pos 5 first pick 0% | — | CLAUDE 14.3% | Claim |
| 68 | MockFlow IdeaBoard mockflow.com | 1.4% 95% CI 0.3–7.8% 1 mentions · avg pos 7 first pick 0% | — | GEMINI 3.7% | Claim |
| 69 | Mockplus mockplus.com | 1.4% 95% CI 0.3–7.8% 1 mentions · avg pos 10 first pick 0% | — | PERPLEXITY 3.6% | Claim |
| 70 | Uxia | 1.4% 95% CI 0.3–7.8% 1 mentions · avg pos 10 first pick 0% | — | PERPLEXITY 3.6% | Claim |
| 71 | Tight Studio | 1.4% 95% CI 0.3–7.8% 1 mentions · avg pos 11 first pick 0% | — | GEMINI 3.7% | Claim |
| 72 | Mocku | 1.4% 95% CI 0.3–7.8% 1 mentions · avg pos 12 first pick 0% | — | GEMINI 3.7% | Claim |
| 73 | Perspective getperspective.ai | 1.4% 95% CI 0.3–7.8% 1 mentions · avg pos 13 first pick 0% | — | GEMINI 3.7% | Claim |
| 74 | Builder.io builder.io | 1.4% 95% CI 0.3–7.8% 1 mentions · avg pos 14 first pick 0% | — | GEMINI 3.7% | Claim |
| 75 | Proto.io proto.io | 1.4% 95% CI 0.3–7.8% 1 mentions · avg pos 14 first pick 0% | — | GEMINI 3.7% | Claim |
| 76 | ContentBot | 1.4% 95% CI 0.3–7.8% 1 mentions · avg pos 15 first pick 0% | — | GEMINI 3.7% | Claim |
| 77 | Conveo conveo.ai | 1.4% 95% CI 0.3–7.8% 1 mentions · avg pos 15 first pick 0% | — | GEMINI 3.7% | Claim |
| 78 | Jitter Animator | 1.4% 95% CI 0.3–7.8% 1 mentions · avg pos 16 first pick 0% | — | PERPLEXITY 3.6% | Claim |
| 79 | Respondent respondent.io | 1.4% 95% CI 0.3–7.8% 1 mentions · avg pos 16 first pick 0% | — | GEMINI 3.7% | Claim |
| 80 | Clueify | 1.4% 95% CI 0.3–7.8% 1 mentions · avg pos 17 first pick 0% | — | PERPLEXITY 3.6% | Claim |
| 81 | Insight7 insight7.io | 1.4% 95% CI 0.3–7.8% 1 mentions · avg pos 17 first pick 0% | — | GEMINI 3.7% | Claim |
| 82 | Locofy locofy.ai | 1.4% 95% CI 0.3–7.8% 1 mentions · avg pos 17 first pick 0% | — | GEMINI 3.7% | Claim |
| 83 | Pencil Dev | 1.4% 95% CI 0.3–7.8% 1 mentions · avg pos 17 first pick 0% | — | PERPLEXITY 3.6% | Claim |
| 84 | Qualaroo | 1.4% 95% CI 0.3–7.8% 1 mentions · avg pos 17 first pick 0% | — | GEMINI 3.7% | Claim |
| 85 | Webflow webflow.com | 1.4% 95% CI 0.3–7.8% 1 mentions · avg pos 17 first pick 0% | — | CHATGPT 14.3% | Claim |
| 86 | Melina Studio | 1.4% 95% CI 0.3–7.8% 1 mentions · avg pos 18 first pick 0% | — | PERPLEXITY 3.6% | Claim |
| 87 | Optimal Workshop optimalworkshop.com | 1.4% 95% CI 0.3–7.8% 1 mentions · avg pos 18 first pick 0% | — | GEMINI 3.7% | Claim |
| 88 | Rocket | 1.4% 95% CI 0.3–7.8% 1 mentions · avg pos 18 first pick 0% | — | GEMINI 3.7% | Claim |
| 89 | Canva canva.com | 1.4% 95% CI 0.3–7.8% 1 mentions · avg pos 21 first pick 0% | — | GEMINI 3.7% | Claim |
| 90 | Phrasee phrasee.com | 1.4% 95% CI 0.3–7.8% 1 mentions · avg pos 31 first pick 0% | — | GEMINI 3.7% | Claim |
| 91 | Aha! aha.io | 1.4% 95% CI 0.3–7.8% 1 mentions first pick 0% | — | PERPLEXITY 3.6% | Claim |
| 92 | Coursera coursera.org | 1.4% 95% CI 0.3–7.8% 1 mentions first pick 0% | — | CHATGPT 14.3% | Claim |
| 93 | DealKeep dealkeep.io | 1.4% 95% CI 0.3–7.8% 1 mentions first pick 0% | — | PERPLEXITY 3.6% | Claim |
| 94 | Dev.to dev.to | 1.4% 95% CI 0.3–7.8% 1 mentions first pick 0% | — | PERPLEXITY 3.6% | Claim |
| 95 | Insight Platforms insightplatforms.com | 1.4% 95% CI 0.3–7.8% 1 mentions first pick 0% | — | PERPLEXITY 3.6% | Claim |
| 96 | Jotform jotform.com Best for: AI recommends Jotform most when buyers ask “how can AI help UX designers run faster usability research” (33.3% of those answers) | 1.4% 95% CI 0.3–7.8% 1 mentions first pick 0% | — | PERPLEXITY 3.6% | Claim |
| 97 | Khroma | 1.4% 95% CI 0.3–7.8% 1 mentions first pick 0% | — | PERPLEXITY 3.6% | Claim |
| 98 | Leonardo AI leonardo.ai | 1.4% 95% CI 0.3–7.8% 1 mentions first pick 0% | — | PERPLEXITY 3.6% | Claim |
| 99 | Sketch sketch.com | 1.4% 95% CI 0.3–7.8% 1 mentions first pick 0% | — | PERPLEXITY 3.6% | Claim |
| 100 | Sprig sprig.com | 1.4% 95% CI 0.3–7.8% 1 mentions first pick 0% | — | CLAUDE 14.3% | Claim |
Reading the numbers: Share is a point estimate on 69 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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