What AI assistants actually recommend when buyers ask about ai tools for podcasters — measured weekly across 4 engines, published as open data.
Updated 2026-08-04 · 68 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: 68 AI answers · Window: Jul 7, 2026 – Aug 4, 2026 (4-week rolling) · trend vs prior 4 weeks (44 answers)
Across 68 sampled AI answers from 4 engines, Descript is recommended most often — appearing in 63.2% of recommendations, followed by Adobe Podcast (48.5%) and Castmagic (45.6%).
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 | Descript descript.com Best for: AI recommends Descript most when buyers ask “affordable alternatives to the leading AI podcast production platforms” (100% of those answers) | 63.2% 95% CI 51.4–73.7% 43 mentions · avg pos 3.6 first pick 34.9% | — | GEMINI 57.7%CHATGPT 85.7%CLAUDE 57.1%PERPLEXITY 64.3% | Claim |
| 2 | Adobe Podcast podcast.adobe.com Best for: AI recommends Adobe Podcast most when buyers ask “affordable alternatives to the leading AI podcast production platforms” (100% of those answers) | 48.5% 95% CI 37.1–60.2% 33 mentions · avg pos 5.1 first pick 15.2% | — | GEMINI 53.8%CHATGPT 57.1%CLAUDE 42.9%PERPLEXITY 42.9% | Claim |
| 3 | Castmagic castmagic.io Best for: AI recommends Castmagic most when buyers ask “best AI assistant for podcast transcription and show notes” (91.7% of those answers) | 45.6% 95% CI 34.3–57.3% 31 mentions · avg pos 4.1 first pick 25.8% | — | GEMINI 34.6%CHATGPT 42.9%CLAUDE 42.9%PERPLEXITY 57.1% | Claim |
| 4 | Riverside riverside.com Best for: AI recommends Riverside most when buyers ask “which AI podcast tool is best for solo podcasters vs production studios” (91.7% of those answers) | 41.2% 95% CI 30.3–53% 28 mentions · avg pos 7.3 first pick 0% | — | GEMINI 38.5%CHATGPT 57.1%CLAUDE 28.6%PERPLEXITY 42.9% | Claim |
| 5 | Podsqueeze podsqueeze.com Best for: AI recommends Podsqueeze most when buyers ask “what AI tool should I use to automatically generate podcast episode summaries” (63.6% of those answers) | 36.8% 95% CI 26.3–48.6% 25 mentions · avg pos 4.9 first pick 16% | — | GEMINI 34.6%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 50% | Claim |
| 6 | Auphonic auphonic.com Best for: AI recommends Auphonic most when buyers ask “best AI tools for podcasters” (72.7% of those answers) | 35.3% 95% CI 25–47.2% 24 mentions · avg pos 6.8 first pick 0% | — | GEMINI 23.1%CHATGPT 42.9%CLAUDE 28.6%PERPLEXITY 46.4% | Claim |
| 7 | Podcastle podcastle.com Best for: AI recommends Podcastle most when buyers ask “affordable alternatives to the leading AI podcast production platforms” (91.7% of those answers) | 30.9% 95% CI 21.2–42.6% 21 mentions · avg pos 4 first pick 23.8% | — | GEMINI 34.6%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 35.7% | Claim |
| 8 | Cleanvoice cleanvoice.ai Best for: AI recommends Cleanvoice most when buyers ask “how can AI help me improve audio quality and remove background noise from recordings” (58.3% of those answers) | 23.5% 95% CI 15–34.9% 16 mentions · avg pos 8.2 first pick 0% | — | GEMINI 30.8%CLAUDE 14.3%PERPLEXITY 25% | Claim |
| 9 | Otter otter.ai Best for: AI recommends Otter most when buyers ask “best AI assistant for podcast transcription and show notes” (75% of those answers) | 22.1% 95% CI 13.8–33.3% 15 mentions · avg pos 6.3 first pick 6.7% | — | GEMINI 23.1%CHATGPT 28.6%CLAUDE 28.6%PERPLEXITY 17.9% | Claim |
| 10 | ElevenLabs Best for: AI recommends ElevenLabs most when buyers ask “best AI tools for podcasters” (54.5% of those answers) | 22.1% 95% CI 13.8–33.3% 15 mentions · avg pos 9.1 first pick 0% | — | GEMINI 23.1%CHATGPT 28.6%CLAUDE 14.3%PERPLEXITY 21.4% | Claim |
| 11 | Snipd Best for: AI recommends Snipd most when buyers ask “what AI tool should I use to automatically generate podcast episode summaries” (81.8% of those answers) | 16.2% 95% CI 9.3–26.7% 11 mentions · avg pos 3.8 first pick 18.2% | — | GEMINI 11.5%CHATGPT 14.3%CLAUDE 42.9%PERPLEXITY 14.3% | Claim |
| 12 | Notebook LM notebooklm.google.com Best for: AI recommends Notebook LM most when buyers ask “best AI tools for podcasters” (54.5% of those answers) | 14.7% 95% CI 8.2–25% 10 mentions · avg pos 7 first pick 20% | — | GEMINI 15.4%PERPLEXITY 21.4% | Claim |
| 13 | Wondercraft wondercraft.ai Best for: AI recommends Wondercraft most when buyers ask “affordable alternatives to the leading AI podcast production platforms” (58.3% of those answers) | 14.7% 95% CI 8.2–25% 10 mentions · avg pos 13.7 first pick 0% | — | GEMINI 23.1%CHATGPT 14.3%PERPLEXITY 10.7% | Claim |
| 14 | Podigee podigee.com Best for: AI recommends Podigee most when buyers ask “affordable alternatives to the leading AI podcast production platforms” (66.7% of those answers) | 13.2% 95% CI 7.1–23.3% 9 mentions · avg pos 8.4 first pick 0% | — | GEMINI 3.8%PERPLEXITY 28.6% | Claim |
| 15 | Whisper Best for: AI recommends Whisper most when buyers ask “best AI assistant for podcast transcription and show notes” (41.7% of those answers) | 13.2% 95% CI 7.1–23.3% 9 mentions · avg pos 13.4 first pick 0% | — | GEMINI 11.5%CHATGPT 57.1%PERPLEXITY 7.1% | Claim |
| 16 | Podwise Best for: AI recommends Podwise most when buyers ask “what AI tool should I use to automatically generate podcast episode summaries” (72.7% of those answers) | 11.8% 95% CI 6.1–21.5% 8 mentions · avg pos 3.3 first pick 12.5% | — | GEMINI 7.7%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 17 | Swell AI swellai.com | 11.8% 95% CI 6.1–21.5% 8 mentions · avg pos 5.1 first pick 0% | — | GEMINI 19.2%CLAUDE 14.3%PERPLEXITY 7.1% | Claim |
| 18 | Opus Clip opus.pro Best for: AI recommends Opus Clip most when buyers ask “best AI tools for podcasters” (45.5% of those answers) | 11.8% 95% CI 6.1–21.5% 8 mentions · avg pos 6.8 first pick 0% | — | GEMINI 11.5%CHATGPT 14.3%PERPLEXITY 14.3% | Claim |
| 19 | Alitu alitu.com Best for: AI recommends Alitu most when buyers ask “affordable alternatives to the leading AI podcast production platforms” (33.3% of those answers) | 10.3% 95% CI 5.1–19.8% 7 mentions · avg pos 9.3 first pick 14.3% | — | GEMINI 19.2%CLAUDE 14.3%PERPLEXITY 3.6% | Claim |
| 20 | Adobe Sign adobe.com Best for: AI recommends Adobe Sign most when buyers ask “which AI podcast tool is best for solo podcasters vs production studios” (33.3% of those answers) | 10.3% 95% CI 5.1–19.8% 7 mentions · avg pos 10.5 first pick 0% | — | GEMINI 7.7%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 10.7% | Claim |
| 21 | BibiGPT bibigpt.co Best for: AI recommends BibiGPT most when buyers ask “best AI assistant for podcast transcription and show notes” (66.7% of those answers) | 8.8% 95% CI 4.1–17.9% 6 mentions · avg pos 3.6 first pick 16.7% | — | GEMINI 11.5%CLAUDE 14.3%PERPLEXITY 7.1% | Claim |
| 22 | Monica monica.im Best for: AI recommends Monica most when buyers ask “affordable alternatives to the leading AI podcast production platforms” (41.7% of those answers) | 8.8% 95% CI 4.1–17.9% 6 mentions · avg pos 9.2 first pick 0% | — | GEMINI 19.2%PERPLEXITY 3.6% | Claim |
| 23 | Notta Scheduler notta.ai Best for: AI recommends Notta Scheduler most when buyers ask “what AI tool should I use to automatically generate podcast episode summaries” (45.5% of those answers) | 7.4% 95% CI 3.2–16.1% 5 mentions · avg pos 3 first pick 0% | — | CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 24 | Riverside.fm riverside.fm Best for: AI recommends Riverside.fm most when buyers ask “which AI podcast tool is best for solo podcasters vs production studios” (33.3% of those answers) | 7.4% 95% CI 3.2–16.1% 5 mentions · avg pos 6.8 first pick 0% | — | GEMINI 11.5%CHATGPT 14.3%CLAUDE 14.3% | Claim |
| 25 | Buzzsprout buzzsprout.com Best for: AI recommends Buzzsprout most when buyers ask “affordable alternatives to the leading AI podcast production platforms” (41.7% of those answers) | 7.4% 95% CI 3.2–16.1% 5 mentions · avg pos 15.8 first pick 0% | — | GEMINI 7.7%CHATGPT 14.3%PERPLEXITY 7.1% | Claim |
| 26 | Podium | 5.9% 95% CI 2.3–14.2% 4 mentions · avg pos 4.3 first pick 0% | — | GEMINI 11.5%CLAUDE 14.3% | Claim |
| 27 | Sonix sonix.ai Best for: AI recommends Sonix most when buyers ask “best AI assistant for podcast transcription and show notes” (58.3% of those answers) | 5.9% 95% CI 2.3–14.2% 4 mentions · avg pos 5.3 first pick 25% | — | GEMINI 11.5%CLAUDE 14.3% | Claim |
| 28 | Voice.ai voice.ai Best for: AI recommends Voice.ai most when buyers ask “how can AI help me improve audio quality and remove background noise from recordings” (58.3% of those answers) | 5.9% 95% CI 2.3–14.2% 4 mentions · avg pos 6.3 first pick 0% | — | GEMINI 11.5%PERPLEXITY 3.6% | Claim |
| 29 | Rev rev.com | 5.9% 95% CI 2.3–14.2% 4 mentions · avg pos 6.8 first pick 0% | — | GEMINI 11.5%CLAUDE 14.3% | Claim |
| 30 | Podbean podbean.com Best for: AI recommends Podbean most when buyers ask “affordable alternatives to the leading AI podcast production platforms” (33.3% of those answers) | 5.9% 95% CI 2.3–14.2% 4 mentions · avg pos 7.5 first pick 0% | — | GEMINI 7.7%PERPLEXITY 7.1% | Claim |
| 31 | VEED veed.io Best for: AI recommends VEED most when buyers ask “how can AI help me improve audio quality and remove background noise from recordings” (41.7% of those answers) | 5.9% 95% CI 2.3–14.2% 4 mentions · avg pos 8.5 first pick 0% | — | CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 7.1% | Claim |
| 32 | Jasper jasper.ai | 5.9% 95% CI 2.3–14.2% 4 mentions · avg pos 12 first pick 0% | — | GEMINI 11.5%PERPLEXITY 3.6% | Claim |
| 33 | Lemonfox.ai lemonfox.ai Best for: AI recommends Lemonfox.ai most when buyers ask “affordable alternatives to the leading AI podcast production platforms” (41.7% of those answers) | 5.9% 95% CI 2.3–14.2% 4 mentions · avg pos 15.3 first pick 0% | — | GEMINI 11.5%PERPLEXITY 3.6% | Claim |
| 34 | 11 Labs elevenlabs.io Best for: AI recommends 11 Labs most when buyers ask “how can AI help me improve audio quality and remove background noise from recordings” (33.3% of those answers) | 5.9% 95% CI 2.3–14.2% 4 mentions · avg pos 21.3 first pick 0% | — | GEMINI 3.8%CHATGPT 14.3%PERPLEXITY 7.1% | Claim |
| 35 | Happy Scribe happyscribe.com Best for: AI recommends Happy Scribe most when buyers ask “best AI assistant for podcast transcription and show notes” (41.7% of those answers) | 4.4% 95% CI 1.5–12.2% 3 mentions · avg pos 3 first pick 0% | — | GEMINI 7.7%PERPLEXITY 3.6% | Claim |
| 36 | Snipcast snipcast.io Best for: AI recommends Snipcast most when buyers ask “what AI tool should I use to automatically generate podcast episode summaries” (63.6% of those answers) | 4.4% 95% CI 1.5–12.2% 3 mentions · avg pos 4.5 first pick 0% | — | GEMINI 7.7%PERPLEXITY 3.6% | Claim |
| 37 | Mapify mapify.so Best for: AI recommends Mapify most when buyers ask “what AI tool should I use to automatically generate podcast episode summaries” (54.5% of those answers) | 4.4% 95% CI 1.5–12.2% 3 mentions · avg pos 5 first pick 33.3% | — | GEMINI 7.7%PERPLEXITY 3.6% | Claim |
| 38 | Async async.com | 4.4% 95% CI 1.5–12.2% 3 mentions · avg pos 7.3 first pick 0% | — | GEMINI 11.5% | Claim |
| 39 | LANDR ReHance landr.com Best for: AI recommends LANDR ReHance most when buyers ask “how can AI help me improve audio quality and remove background noise from recordings” (50% of those answers) | 4.4% 95% CI 1.5–12.2% 3 mentions · avg pos 9 first pick 0% | — | GEMINI 3.8%PERPLEXITY 7.1% | Claim |
| 40 | Lalal.ai lalal.ai Best for: AI recommends Lalal.ai most when buyers ask “how can AI help me improve audio quality and remove background noise from recordings” (33.3% of those answers) | 4.4% 95% CI 1.5–12.2% 3 mentions · avg pos 10 first pick 0% | — | GEMINI 11.5% | Claim |
| 41 | Storyflow storyflow.so Best for: AI recommends Storyflow most when buyers ask “which AI podcast tool is best for solo podcasters vs production studios” (50% of those answers) | 4.4% 95% CI 1.5–12.2% 3 mentions · avg pos 10 first pick 0% | — | GEMINI 3.8%CLAUDE 14.3%PERPLEXITY 3.6% | Claim |
| 42 | Krisp krisp.ai Best for: AI recommends Krisp most when buyers ask “how can AI help me improve audio quality and remove background noise from recordings” (33.3% of those answers) | 4.4% 95% CI 1.5–12.2% 3 mentions · avg pos 13.7 first pick 0% | — | CHATGPT 28.6%CLAUDE 14.3% | Claim |
| 43 | Resound | 4.4% 95% CI 1.5–12.2% 3 mentions · avg pos 13.7 first pick 0% | — | GEMINI 11.5% | Claim |
| 44 | Speechify speechify.com | 4.4% 95% CI 1.5–12.2% 3 mentions · avg pos 15 first pick 0% | — | GEMINI 7.7%PERPLEXITY 3.6% | Claim |
| 45 | AssemblyAI assemblyai.com | 2.9% 95% CI 0.8–10.1% 2 mentions · avg pos 2 first pick 0% | — | PERPLEXITY 7.1% | Claim |
| 46 | Heuristica heuristi.ca | 2.9% 95% CI 0.8–10.1% 2 mentions · avg pos 4 first pick 0% | — | GEMINI 3.8%PERPLEXITY 3.6% | Claim |
| 47 | Notta | 2.9% 95% CI 0.8–10.1% 2 mentions · avg pos 4.5 first pick 0% | — | GEMINI 7.7% | Claim |
| 48 | RightBlogger rightblogger.com Best for: AI recommends RightBlogger most when buyers ask “how do I use AI to repurpose podcast episodes into blog posts and tweets” (41.7% of those answers) | 2.9% 95% CI 0.8–10.1% 2 mentions · avg pos 6.5 first pick 0% | — | GEMINI 7.7% | Claim |
| 49 | ScreenApp | 2.9% 95% CI 0.8–10.1% 2 mentions · avg pos 7 first pick 0% | — | GEMINI 3.8%CLAUDE 14.3% | Claim |
| 50 | iZotope RX izotope.com | 2.9% 95% CI 0.8–10.1% 2 mentions · avg pos 7.5 first pick 0% | — | CHATGPT 14.3%CLAUDE 14.3% | Claim |
| 51 | Zencastr zencastr.com | 2.9% 95% CI 0.8–10.1% 2 mentions · avg pos 9 first pick 0% | — | GEMINI 7.7% | Claim |
| 52 | Autopod | 2.9% 95% CI 0.8–10.1% 2 mentions · avg pos 10 first pick 0% | — | GEMINI 3.8%PERPLEXITY 3.6% | Claim |
| 53 | Copy.ai copy.ai | 2.9% 95% CI 0.8–10.1% 2 mentions · avg pos 13.5 first pick 0% | — | GEMINI 7.7% | Claim |
| 54 | Murf.ai murf.ai | 2.9% 95% CI 0.8–10.1% 2 mentions · avg pos 15 first pick 0% | — | GEMINI 7.7% | Claim |
| 55 | Transistor transistor.fm | 2.9% 95% CI 0.8–10.1% 2 mentions · avg pos 25.5 first pick 50% | — | GEMINI 3.8%CHATGPT 14.3% | Claim |
| 56 | Kapwing kapwing.com | 2.9% 95% CI 0.8–10.1% 2 mentions first pick 0% | — | PERPLEXITY 7.1% | Claim |
| 57 | Media.io media.io | 2.9% 95% CI 0.8–10.1% 2 mentions first pick 0% | — | PERPLEXITY 7.1% | Claim |
| 58 | SourceForge sourceforge.net | 2.9% 95% CI 0.8–10.1% 2 mentions first pick 0% | — | PERPLEXITY 7.1% | Claim |
| 59 | Carly usecarly.com | 1.5% 95% CI 0.3–7.9% 1 mentions · avg pos 1 first pick 100% | — | GEMINI 3.8% | Claim |
| 60 | PodMatch | 1.5% 95% CI 0.3–7.9% 1 mentions · avg pos 2 first pick 0% | — | GEMINI 3.8% | Claim |
| 61 | Trint trint.com | 1.5% 95% CI 0.3–7.9% 1 mentions · avg pos 3 first pick 0% | — | GEMINI 3.8% | Claim |
| 62 | Google Meet meet.google.com | 1.5% 95% CI 0.3–7.9% 1 mentions · avg pos 4 first pick 0% | — | GEMINI 3.8% | Claim |
| 63 | Headliner headliner.app | 1.5% 95% CI 0.3–7.9% 1 mentions · avg pos 4 first pick 0% | — | PERPLEXITY 3.6% | Claim |
| 64 | Zoom for Healthcare zoom.us | 1.5% 95% CI 0.3–7.9% 1 mentions · avg pos 4 first pick 0% | — | GEMINI 3.8% | Claim |
| 65 | Fireflies fireflies.ai | 1.5% 95% CI 0.3–7.9% 1 mentions · avg pos 5 first pick 0% | — | CLAUDE 14.3% | Claim |
| 66 | NVIDIA Canvas nvidia.com | 1.5% 95% CI 0.3–7.9% 1 mentions · avg pos 5 first pick 0% | — | CLAUDE 14.3% | Claim |
| 67 | Play.ht play.ht | 1.5% 95% CI 0.3–7.9% 1 mentions · avg pos 5 first pick 0% | — | GEMINI 3.8% | Claim |
| 68 | Reaper reaper.fm | 1.5% 95% CI 0.3–7.9% 1 mentions · avg pos 5 first pick 0% | — | CHATGPT 14.3% | Claim |
| 69 | Kits.AI kits.ai | 1.5% 95% CI 0.3–7.9% 1 mentions · avg pos 6 first pick 0% | — | GEMINI 3.8% | Claim |
| 70 | Tape It | 1.5% 95% CI 0.3–7.9% 1 mentions · avg pos 6 first pick 0% | — | GEMINI 3.8% | Claim |
| 71 | Spotify for Podcasters podcasters.spotify.com | 1.5% 95% CI 0.3–7.9% 1 mentions · avg pos 7 first pick 0% | — | GEMINI 3.8% | Claim |
| 72 | Spreaker spreaker.com | 1.5% 95% CI 0.3–7.9% 1 mentions · avg pos 7 first pick 0% | — | PERPLEXITY 3.6% | Claim |
| 73 | Adobe Premiere | 1.5% 95% CI 0.3–7.9% 1 mentions · avg pos 11 first pick 0% | — | GEMINI 3.8% | Claim |
| 74 | CapCut capcut.com | 1.5% 95% CI 0.3–7.9% 1 mentions · avg pos 14 first pick 0% | — | CHATGPT 14.3% | Claim |
| 75 | QuillBot quillbot.com | 1.5% 95% CI 0.3–7.9% 1 mentions · avg pos 15 first pick 0% | — | GEMINI 3.8% | Claim |
| 76 | Writersonic writersonic.com | 1.5% 95% CI 0.3–7.9% 1 mentions · avg pos 16 first pick 0% | — | GEMINI 3.8% | Claim |
| 77 | Hootsuite hootsuite.com | 1.5% 95% CI 0.3–7.9% 1 mentions · avg pos 18 first pick 0% | — | GEMINI 3.8% | Claim |
| 78 | StreamYard streamyard.com | 1.5% 95% CI 0.3–7.9% 1 mentions · avg pos 21 first pick 0% | — | CHATGPT 14.3% | Claim |
| 79 | Avid Media Composer with AI Plugins avid.com | 1.5% 95% CI 0.3–7.9% 1 mentions · avg pos 45 first pick 0% | — | CHATGPT 14.3% | Claim |
| 80 | DaVinci Resolve blackmagicdesign.com | 1.5% 95% CI 0.3–7.9% 1 mentions · avg pos 45 first pick 0% | — | CHATGPT 14.3% | Claim |
| 81 | Spotify for Creators spotify.com | 1.5% 95% CI 0.3–7.9% 1 mentions · avg pos 50 first pick 0% | — | CHATGPT 14.3% | Claim |
| 82 | Canva canva.com Best for: AI recommends Canva most when buyers ask “how can AI help me improve audio quality and remove background noise from recordings” (33.3% of those answers) | 1.5% 95% CI 0.3–7.9% 1 mentions first pick 0% | — | PERPLEXITY 3.6% | Claim |
| 83 | Castos castos.com | 1.5% 95% CI 0.3–7.9% 1 mentions first pick 0% | — | PERPLEXITY 3.6% | Claim |
| 84 | Exemplary.ai exemplary.ai | 1.5% 95% CI 0.3–7.9% 1 mentions first pick 0% | — | PERPLEXITY 3.6% | Claim |
| 85 | Forbes forbes.com | 1.5% 95% CI 0.3–7.9% 1 mentions first pick 0% | — | PERPLEXITY 3.6% | Claim |
| 86 | GarageBand | 1.5% 95% CI 0.3–7.9% 1 mentions first pick 0% | — | CLAUDE 14.3% | Claim |
| 87 | Goldcast goldcast.io | 1.5% 95% CI 0.3–7.9% 1 mentions first pick 0% | — | PERPLEXITY 3.6% | Claim |
| 88 | HeyGen heygen.com | 1.5% 95% CI 0.3–7.9% 1 mentions first pick 0% | — | PERPLEXITY 3.6% | Claim |
| 89 | Jellypod jellypod.com | 1.5% 95% CI 0.3–7.9% 1 mentions first pick 0% | — | PERPLEXITY 3.6% | Claim |
| 90 | NotePT.io notegpt.io Best for: AI recommends NotePT.io most when buyers ask “what AI tool should I use to automatically generate podcast episode summaries” (45.5% of those answers) | 1.5% 95% CI 0.3–7.9% 1 mentions first pick 0% | — | PERPLEXITY 3.6% | Claim |
| 91 | RSS.com rss.com | 1.5% 95% CI 0.3–7.9% 1 mentions first pick 0% | — | PERPLEXITY 3.6% | Claim |
Reading the numbers: Share is a point estimate on 68 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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