What AI assistants actually recommend when buyers ask about ai tools for journalists and reporters — measured weekly across 4 engines, published as open data.
Updated 2026-08-04 · 70 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: 70 AI answers · Window: Jul 7, 2026 – Aug 4, 2026 (4-week rolling) · trend vs prior 4 weeks (90 answers)
Across 70 sampled AI answers from 4 engines, Pinpoint is recommended most often — appearing in 58.6% of recommendations, followed by Otter (58.6%) and Google Pinpoint (51.4%).
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 | Pinpoint Best for: AI recommends Pinpoint most when buyers ask “best AI tools for journalists and reporters” (83.3% of those answers) | 58.6% 95% CI 46.9–69.4% 41 mentions · avg pos 4.2 first pick 14.6% | — | GEMINI 75%CHATGPT 42.9%CLAUDE 57.1%PERPLEXITY 46.4% | Claim |
| 2 | Otter otter.ai Best for: AI recommends Otter most when buyers ask “what AI tool should I use to transcribe and analyze interview recordings” (100% of those answers) | 58.6% 95% CI 46.9–69.4% 41 mentions · avg pos 5.8 first pick 12.2% | — | GEMINI 82.1%CHATGPT 57.1%CLAUDE 42.9%PERPLEXITY 39.3% | Claim |
| 3 | Google Pinpoint pinpoint.google.com Best for: AI recommends Google Pinpoint most when buyers ask “best AI tools for journalists and reporters” (83.3% of those answers) | 51.4% 95% CI 40–62.8% 36 mentions · avg pos 4.7 first pick 11.1% | — | GEMINI 64.3%CHATGPT 42.9%CLAUDE 42.9%PERPLEXITY 42.9% | Claim |
| 4 | Notebook LM notebooklm.google.com Best for: AI recommends Notebook LM most when buyers ask “best AI assistant for research and fact-checking in journalism” (91.7% of those answers) | 51.4% 95% CI 40–62.8% 36 mentions · avg pos 4.9 first pick 11.1% | — | GEMINI 46.4%CHATGPT 57.1%CLAUDE 28.6%PERPLEXITY 60.7% | Claim |
| 5 | Trint trint.com Best for: AI recommends Trint most when buyers ask “best AI tools for journalists and reporters” (50% of those answers) | 32.9% 95% CI 23–44.5% 23 mentions · avg pos 8.3 first pick 8.7% | — | GEMINI 71.4%CHATGPT 28.6%PERPLEXITY 3.6% | Claim |
| 6 | Sonix sonix.ai Best for: AI recommends Sonix most when buyers ask “what AI tool should I use to transcribe and analyze interview recordings” (83.3% of those answers) | 28.6% 95% CI 19.3–40.1% 20 mentions · avg pos 6 first pick 20% | — | GEMINI 50%CLAUDE 14.3%PERPLEXITY 17.9% | Claim |
| 7 | Grammarly grammarly.com Best for: AI recommends Grammarly most when buyers ask “best AI tools for journalists and reporters” (83.3% of those answers) | 25.7% 95% CI 16.9–37% 18 mentions · avg pos 8.5 first pick 0% | — | GEMINI 32.1%CHATGPT 14.3%PERPLEXITY 28.6% | Claim |
| 8 | Descript descript.com Best for: AI recommends Descript most when buyers ask “what AI tool should I use to transcribe and analyze interview recordings” (83.3% of those answers) | 24.3% 95% CI 15.8–35.5% 17 mentions · avg pos 7 first pick 0% | — | GEMINI 17.9%CHATGPT 42.9%CLAUDE 28.6%PERPLEXITY 25% | Claim |
| 9 | Jasper jasper.ai Best for: AI recommends Jasper most when buyers ask “alternatives to mainstream AI writing assistants for news writing” (58.3% of those answers) | 21.4% 95% CI 13.4–32.4% 15 mentions · avg pos 8.2 first pick 6.7% | — | GEMINI 39.3%PERPLEXITY 14.3% | Claim |
| 10 | ChatGPT-4o Best for: AI recommends ChatGPT-4o most when buyers ask “best AI assistant for research and fact-checking in journalism” (50% of those answers) | 20% 95% CI 12.3–30.8% 14 mentions · avg pos 4.5 first pick 21.4% | — | GEMINI 7.1%CLAUDE 14.3%PERPLEXITY 39.3% | Claim |
| 11 | Writer writer.com Best for: AI recommends Writer most when buyers ask “alternatives to mainstream AI writing assistants for news writing” (50% of those answers) | 18.6% 95% CI 11.2–29.2% 13 mentions · avg pos 4.8 first pick 15.4% | — | GEMINI 32.1%CLAUDE 14.3%PERPLEXITY 10.7% | Claim |
| 12 | Ground News groundnews.com Best for: AI recommends Ground News most when buyers ask “best AI tools for journalists and reporters” (41.7% of those answers) | 14.3% 95% CI 7.9–24.3% 10 mentions · avg pos 6.7 first pick 0% | — | GEMINI 17.9%PERPLEXITY 17.9% | Claim |
| 13 | HyperWrite Best for: AI recommends HyperWrite most when buyers ask “alternatives to mainstream AI writing assistants for news writing” (33.3% of those answers) | 14.3% 95% CI 7.9–24.3% 10 mentions · avg pos 7.4 first pick 10% | — | GEMINI 35.7% | Claim |
| 14 | Dataminr dataminr.com Best for: AI recommends Dataminr most when buyers ask “best AI tools for journalists and reporters” (41.7% of those answers) | 12.9% 95% CI 6.9–22.7% 9 mentions · avg pos 3.6 first pick 33.3% | — | CHATGPT 14.3%PERPLEXITY 28.6% | Claim |
| 15 | Rytr rytr.me | 12.9% 95% CI 6.9–22.7% 9 mentions · avg pos 9.8 first pick 0% | — | GEMINI 28.6%PERPLEXITY 3.6% | Claim |
| 16 | eesel AI eesel.ai Best for: AI recommends eesel AI most when buyers ask “which AI journalism tool is best for breaking news vs long-form features” (58.3% of those answers) | 11.4% 95% CI 5.9–21% 8 mentions · avg pos 7 first pick 12.5% | — | GEMINI 17.9%PERPLEXITY 10.7% | Claim |
| 17 | Visualping visualping.io Best for: AI recommends Visualping most when buyers ask “best AI tools for journalists and reporters” (66.7% of those answers) | 11.4% 95% CI 5.9–21% 8 mentions · avg pos 9.8 first pick 0% | — | GEMINI 3.6%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 17.9% | Claim |
| 18 | Rev rev.com Best for: AI recommends Rev most when buyers ask “what AI tool should I use to transcribe and analyze interview recordings” (75% of those answers) | 10% 95% CI 4.9–19.2% 7 mentions · avg pos 5.6 first pick 14.3% | — | GEMINI 10.7%PERPLEXITY 14.3% | Claim |
| 19 | Hemingway hemingwayapp.com | 10% 95% CI 4.9–19.2% 7 mentions · avg pos 8.3 first pick 0% | — | GEMINI 21.4%PERPLEXITY 3.6% | Claim |
| 20 | Notta | 8.6% 95% CI 4–17.5% 6 mentions · avg pos 6.8 first pick 16.7% | — | GEMINI 17.9%CHATGPT 14.3% | Claim |
| 21 | Elicit elicit.org Best for: AI recommends Elicit most when buyers ask “best AI assistant for research and fact-checking in journalism” (33.3% of those answers) | 8.6% 95% CI 4–17.5% 6 mentions · avg pos 8.3 first pick 0% | — | GEMINI 17.9%CHATGPT 14.3% | Claim |
| 22 | Google Fact Check Explorer factcheckexplorer.google.com | 8.6% 95% CI 4–17.5% 6 mentions · avg pos 8.3 first pick 16.7% | — | GEMINI 3.6%CHATGPT 42.9%CLAUDE 14.3%PERPLEXITY 3.6% | Claim |
| 23 | Copy.ai copy.ai | 8.6% 95% CI 4–17.5% 6 mentions · avg pos 9.6 first pick 0% | — | GEMINI 14.3%PERPLEXITY 7.1% | Claim |
| 24 | DataTalk hai.stanford.edu Best for: AI recommends DataTalk most when buyers ask “how do I use AI to speed up investigative research as a journalist” (50% of those answers) | 8.6% 95% CI 4–17.5% 6 mentions · avg pos 9.8 first pick 0% | — | GEMINI 14.3%PERPLEXITY 7.1% | Claim |
| 25 | Full Fact fullfact.org Best for: AI recommends Full Fact most when buyers ask “best AI assistant for research and fact-checking in journalism” (33.3% of those answers) | 8.6% 95% CI 4–17.5% 6 mentions · avg pos 9.8 first pick 16.7% | — | GEMINI 14.3%CHATGPT 14.3%CLAUDE 14.3% | Claim |
| 26 | Full Fact AI Best for: AI recommends Full Fact AI most when buyers ask “best AI assistant for research and fact-checking in journalism” (33.3% of those answers) | 8.6% 95% CI 4–17.5% 6 mentions · avg pos 9.8 first pick 16.7% | — | GEMINI 14.3%CHATGPT 14.3%CLAUDE 14.3% | Claim |
| 27 | Fireflies fireflies.ai Best for: AI recommends Fireflies most when buyers ask “what AI tool should I use to transcribe and analyze interview recordings” (50% of those answers) | 7.1% 95% CI 3.1–15.7% 5 mentions · avg pos 4.4 first pick 20% | — | GEMINI 3.6%PERPLEXITY 14.3% | Claim |
| 28 | Atlas.ti atlasti.com Best for: AI recommends Atlas.ti most when buyers ask “what AI tool should I use to transcribe and analyze interview recordings” (50% of those answers) | 7.1% 95% CI 3.1–15.7% 5 mentions · avg pos 10.8 first pick 0% | — | GEMINI 10.7%CHATGPT 14.3%CLAUDE 14.3% | Claim |
| 29 | Whisper Best for: AI recommends Whisper most when buyers ask “what AI tool should I use to transcribe and analyze interview recordings” (41.7% of those answers) | 7.1% 95% CI 3.1–15.7% 5 mentions · avg pos 11.8 first pick 0% | — | GEMINI 7.1%CHATGPT 28.6%PERPLEXITY 3.6% | Claim |
| 30 | NVivo qsrinternational.com Best for: AI recommends NVivo most when buyers ask “what AI tool should I use to transcribe and analyze interview recordings” (50% of those answers) | 7.1% 95% CI 3.1–15.7% 5 mentions · avg pos 12.4 first pick 0% | — | GEMINI 10.7%CHATGPT 14.3%CLAUDE 14.3% | Claim |
| 31 | Writersonic writersonic.com Best for: AI recommends Writersonic most when buyers ask “alternatives to mainstream AI writing assistants for news writing” (41.7% of those answers) | 7.1% 95% CI 3.1–15.7% 5 mentions · avg pos 12.5 first pick 0% | — | GEMINI 3.6%PERPLEXITY 14.3% | Claim |
| 32 | DocumentCloud Best for: AI recommends DocumentCloud most when buyers ask “how do I use AI to speed up investigative research as a journalist” (33.3% of those answers) | 5.7% 95% CI 2.2–13.8% 4 mentions · avg pos 2 first pick 50% | — | PERPLEXITY 14.3% | Claim |
| 33 | HyperWrite's AI Journalist hyperwrite.com | 5.7% 95% CI 2.2–13.8% 4 mentions · avg pos 3.3 first pick 25% | — | GEMINI 14.3% | Claim |
| 34 | Wordtune wordtune.com Best for: AI recommends Wordtune most when buyers ask “alternatives to mainstream AI writing assistants for news writing” (58.3% of those answers) | 5.7% 95% CI 2.2–13.8% 4 mentions · avg pos 6 first pick 0% | — | GEMINI 7.1%PERPLEXITY 7.1% | Claim |
| 35 | Notta Scheduler notta.ai Best for: AI recommends Notta Scheduler most when buyers ask “what AI tool should I use to transcribe and analyze interview recordings” (33.3% of those answers) | 5.7% 95% CI 2.2–13.8% 4 mentions · avg pos 6.7 first pick 0% | — | GEMINI 7.1%PERPLEXITY 7.1% | Claim |
| 36 | Scribe scribe.com | 5.7% 95% CI 2.2–13.8% 4 mentions · avg pos 9 first pick 0% | — | GEMINI 10.7%CHATGPT 14.3% | Claim |
| 37 | Reuters | 5.7% 95% CI 2.2–13.8% 4 mentions · avg pos 12.7 first pick 25% | — | GEMINI 7.1%CLAUDE 14.3%PERPLEXITY 3.6% | Claim |
| 38 | Manus manus.im | 5.7% 95% CI 2.2–13.8% 4 mentions · avg pos 14.8 first pick 0% | — | GEMINI 14.3% | Claim |
| 39 | JECT.AI | 4.3% 95% CI 1.5–11.9% 3 mentions · avg pos 2.3 first pick 33.3% | — | GEMINI 10.7% | Claim |
| 40 | VexaScribe | 4.3% 95% CI 1.5–11.9% 3 mentions · avg pos 4 first pick 33.3% | — | GEMINI 7.1%PERPLEXITY 3.6% | Claim |
| 41 | Saner.AI saner.ai Best for: AI recommends Saner.AI most when buyers ask “best AI tools for journalists and reporters” (33.3% of those answers) | 4.3% 95% CI 1.5–11.9% 3 mentions · avg pos 5 first pick 0% | — | PERPLEXITY 10.7% | Claim |
| 42 | Speechmatics speechmatics.com | 4.3% 95% CI 1.5–11.9% 3 mentions · avg pos 7.7 first pick 0% | — | GEMINI 10.7% | Claim |
| 43 | Jamie meetjamie.ai Best for: AI recommends Jamie most when buyers ask “what AI tool should I use to transcribe and analyze interview recordings” (50% of those answers) | 4.3% 95% CI 1.5–11.9% 3 mentions · avg pos 9 first pick 0% | — | GEMINI 7.1%PERPLEXITY 3.6% | Claim |
| 44 | Dovetail dovetail.com | 4.3% 95% CI 1.5–11.9% 3 mentions · avg pos 9.3 first pick 0% | — | GEMINI 7.1%PERPLEXITY 3.6% | Claim |
| 45 | Surgegraph | 4.3% 95% CI 1.5–11.9% 3 mentions · avg pos 10.3 first pick 0% | — | GEMINI 10.7% | Claim |
| 46 | Good Tape | 4.3% 95% CI 1.5–11.9% 3 mentions · avg pos 10.7 first pick 0% | — | GEMINI 10.7% | Claim |
| 47 | ProWritingAid | 4.3% 95% CI 1.5–11.9% 3 mentions · avg pos 12.5 first pick 0% | — | GEMINI 3.6%CHATGPT 14.3%PERPLEXITY 3.6% | Claim |
| 48 | OpenAI Whisper | 4.3% 95% CI 1.5–11.9% 3 mentions · avg pos 15.7 first pick 0% | — | GEMINI 3.6%CHATGPT 14.3%PERPLEXITY 3.6% | Claim |
| 49 | Ask Your PDF | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 2.5 first pick 50% | — | PERPLEXITY 7.1% | Claim |
| 50 | Conveo conveo.ai | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 2.5 first pick 0% | — | GEMINI 3.6%CLAUDE 14.3% | Claim |
| 51 | Datawrapper datawrapper.de | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 3 first pick 50% | — | CHATGPT 14.3%PERPLEXITY 3.6% | Claim |
| 52 | Consensus consensus.app | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 4.5 first pick 0% | — | GEMINI 3.6%CHATGPT 14.3% | Claim |
| 53 | Notion notion.so | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 4.5 first pick 0% | — | GEMINI 3.6%PERPLEXITY 3.6% | Claim |
| 54 | QuillBot quillbot.com | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 5 first pick 0% | — | PERPLEXITY 7.1% | Claim |
| 55 | Brandwatch brandwatch.com | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 5.5 first pick 0% | — | GEMINI 3.6%PERPLEXITY 3.6% | Claim |
| 56 | Happy Scribe happyscribe.com | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 5.5 first pick 0% | — | GEMINI 3.6%CHATGPT 14.3% | Claim |
| 57 | Sensity AI sensity.com | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 6.5 first pick 0% | — | GEMINI 3.6%CLAUDE 14.3% | Claim |
| 58 | Koala koala.sh | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 8 first pick 0% | — | GEMINI 7.1% | Claim |
| 59 | AssemblyAI assemblyai.com | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 8.5 first pick 0% | — | GEMINI 7.1% | Claim |
| 60 | Sourcely sourcely.net | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 8.5 first pick 0% | — | GEMINI 7.1% | Claim |
| 61 | Inciteful inciteful.xyz | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 10.5 first pick 0% | — | GEMINI 7.1% | Claim |
| 62 | ContentMonk contentmonk.io Best for: AI recommends ContentMonk most when buyers ask “alternatives to mainstream AI writing assistants for news writing” (41.7% of those answers) | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 11 first pick 0% | — | GEMINI 3.6%PERPLEXITY 3.6% | Claim |
| 63 | Junia AI junia.ai | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 11 first pick 0% | — | GEMINI 3.6%PERPLEXITY 3.6% | Claim |
| 64 | Ollama ollama.com | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 11 first pick 0% | — | CHATGPT 14.3%PERPLEXITY 3.6% | Claim |
| 65 | Feedly feedly.com | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 11.5 first pick 0% | — | GEMINI 7.1% | Claim |
| 66 | Canva canva.com | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 15 first pick 0% | — | GEMINI 7.1% | Claim |
| 67 | MAXQDA maxqda.com | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 15 first pick 0% | — | CHATGPT 14.3%CLAUDE 14.3% | Claim |
| 68 | DeepL deepl.com | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 16.5 first pick 0% | — | GEMINI 7.1% | Claim |
| 69 | 11 Labs elevenlabs.io | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 21.5 first pick 0% | — | GEMINI 7.1% | Claim |
| 70 | Opus AI | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 23 first pick 0% | — | GEMINI 7.1% | Claim |
| 71 | Midjourney midjourney.com | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 23.5 first pick 0% | — | GEMINI 7.1% | Claim |
| 72 | Connexun | 2.9% 95% CI 0.8–9.8% 2 mentions first pick 0% | — | CLAUDE 28.6% | Claim |
| 73 | ClaimBuster | 1.4% 95% CI 0.3–7.7% 1 mentions · avg pos 1 first pick 100% | — | CLAUDE 14.3% | Claim |
| 74 | GoTranscript | 1.4% 95% CI 0.3–7.7% 1 mentions · avg pos 1 first pick 100% | — | PERPLEXITY 3.6% | Claim |
| 75 | Qualtranscribe Instant Draft | 1.4% 95% CI 0.3–7.7% 1 mentions · avg pos 1 first pick 100% | — | GEMINI 3.6% | Claim |
| 76 | Speak AI speakai.co | 1.4% 95% CI 0.3–7.7% 1 mentions · avg pos 1 first pick 100% | — | CLAUDE 14.3% | Claim |
| 77 | Google Play Console play.google.com | 1.4% 95% CI 0.3–7.7% 1 mentions · avg pos 2 first pick 0% | — | CHATGPT 14.3% | Claim |
| 78 | Rev Human | 1.4% 95% CI 0.3–7.7% 1 mentions · avg pos 2 first pick 0% | — | PERPLEXITY 3.6% | Claim |
| 79 | Wispr Flow wisprflow.ai Best for: AI recommends Wispr Flow most when buyers ask “how can AI help journalists write first drafts faster without losing voice” (33.3% of those answers) | 1.4% 95% CI 0.3–7.7% 1 mentions · avg pos 2 first pick 0% | — | GEMINI 3.6% | Claim |
| 80 | RapidMiner rapidminer.com | 1.4% 95% CI 0.3–7.7% 1 mentions · avg pos 3 first pick 0% | — | GEMINI 3.6% | Claim |
| 81 | Reduct reduct.video | 1.4% 95% CI 0.3–7.7% 1 mentions · avg pos 3 first pick 0% | — | GEMINI 3.6% | Claim |
| 82 | Reveal | 1.4% 95% CI 0.3–7.7% 1 mentions · avg pos 3 first pick 0% | — | GEMINI 3.6% | Claim |
| 83 | Condens | 1.4% 95% CI 0.3–7.7% 1 mentions · avg pos 4 first pick 0% | — | PERPLEXITY 3.6% | Claim |
| 84 | Perplexity Pro perplexity.com | 1.4% 95% CI 0.3–7.7% 1 mentions · avg pos 4 first pick 0% | — | CHATGPT 14.3% | Claim |
| 85 | DockIns | 1.4% 95% CI 0.3–7.7% 1 mentions · avg pos 5 first pick 0% | — | GEMINI 3.6% | Claim |
| 86 | Frase frase.io | 1.4% 95% CI 0.3–7.7% 1 mentions · avg pos 5 first pick 0% | — | GEMINI 3.6% | Claim |
| 87 | User Interviews userinterviews.com | 1.4% 95% CI 0.3–7.7% 1 mentions · avg pos 5 first pick 0% | — | GEMINI 3.6% | Claim |
| 88 | LM Studio | 1.4% 95% CI 0.3–7.7% 1 mentions · avg pos 6 first pick 0% | — | PERPLEXITY 3.6% | Claim |
| 89 | Lex | 1.4% 95% CI 0.3–7.7% 1 mentions · avg pos 6 first pick 0% | — | PERPLEXITY 3.6% | Claim |
| 90 | Tableau tableau.com | 1.4% 95% CI 0.3–7.7% 1 mentions · avg pos 6 first pick 0% | — | GEMINI 3.6% | Claim |
| 91 | Aleph | 1.4% 95% CI 0.3–7.7% 1 mentions · avg pos 7 first pick 0% | — | PERPLEXITY 3.6% | Claim |
| 92 | Deepgram deepgram.com | 1.4% 95% CI 0.3–7.7% 1 mentions · avg pos 7 first pick 0% | — | GEMINI 3.6% | Claim |
| 93 | Gladia gladia.io | 1.4% 95% CI 0.3–7.7% 1 mentions · avg pos 7 first pick 0% | — | GEMINI 3.6% | Claim |
| 94 | Transkriptor transkriptor.com | 1.4% 95% CI 0.3–7.7% 1 mentions · avg pos 7 first pick 0% | — | GEMINI 3.6% | Claim |
| 95 | Looppanel looppanel.com | 1.4% 95% CI 0.3–7.7% 1 mentions · avg pos 8 first pick 0% | — | GEMINI 3.6% | Claim |
| 96 | Muck Rack muckrack.com | 1.4% 95% CI 0.3–7.7% 1 mentions · avg pos 8 first pick 0% | — | GEMINI 3.6% | Claim |
| 97 | VoicePal | 1.4% 95% CI 0.3–7.7% 1 mentions · avg pos 8 first pick 0% | — | GEMINI 3.6% | Claim |
| 98 | Hedy hedy.ai | 1.4% 95% CI 0.3–7.7% 1 mentions · avg pos 9 first pick 0% | — | GEMINI 3.6% | Claim |
| 99 | Reword reword.com | 1.4% 95% CI 0.3–7.7% 1 mentions · avg pos 9 first pick 0% | — | GEMINI 3.6% | Claim |
| 100 | Byword byword.ai | 1.4% 95% CI 0.3–7.7% 1 mentions · avg pos 10 first pick 0% | — | GEMINI 3.6% | Claim |
Reading the numbers: Share is a point estimate on 70 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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