Data as of Oct 18, 2026Based on 136 AI responses
Reviewed by Dimitry Apollonsky
AI summary
Descript holds a wide lead across podcast tools, frequently recommended for text-based editing and stripping out filler words without clipping dialogue. When the question shifts to dedicated multitrack mixing and mastering software, the answers turn instead to traditional audio workstations like Adobe Audition and REAPER.
Rank and Mentioned in · since Jul 5
| # | Brand | Recommended for | Mentioned in |
|---|---|---|---|
| 1 | transcript-based editing and non-destructive filler word cleanup | transcript-based editing and non-destructive filler word cleanup | 88% |
| 2 | remote conversation recording with automated speech smoothing tools | remote conversation recording with automated speech smoothing tools | 53% |
| 3 | spectral noise repair and detailed multitrack podcast mixing | spectral noise repair and detailed multitrack podcast mixing | 48% |
| 4 | free open-source audio editing and straightforward voice tracks | free open-source audio editing and straightforward voice tracks | 42% |
| 5 | lightweight, customizable multitrack audio engineering and processing | lightweight, customizable multitrack audio engineering and processing | 39% |
| 6 | voice-first production built for journalists and spoken-word storytelling | voice-first production built for journalists and spoken-word storytelling | 32% |
| 7 | 30% | ||
| 8 | advanced sound design and spatial audio on macOS | advanced sound design and spatial audio on macOS | 27% |
| 9 | 25% | ||
| 10 | complex studio post-production and high-end audio engineering | complex studio post-production and high-end audio engineering | 24% |
| 11 | surgical repair of clicks, mic bumps, and room reverb | surgical repair of clicks, mic bumps, and room reverb | 23% |
| 12 | 17% | ||
| 13 | 12% | ||
| 14 | browser-based text editing and automated verbal cleanup | browser-based text editing and automated verbal cleanup | 9% |
| 15 | 8% |
Weeks of Aug 3 – Aug 30, 2026
Widest split: Riverside.fm, 44% on ChatGPT Search and 63% on Google AI Mode.
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| Descript | 90% | 86% | |
| Riverside.fm | 44% | 63% | |
| Adobe Audition | 42% | 54% | |
| Audacity | 37% | 48% | |
| REAPER | 35% | 43% | |
| Hindenburg | 35% | 28% | |
| Cleanvoice | 27% | 34% | |
| Apple Logic Pro | 25% | 29% | |
| Auphonic | 30% | 20% | |
| Avid Pro Tools | 17% | 31% |
44% of citations point at the ranked brands’ own sites. youtube.com, reddit.com, riverside.fm are the most-cited sites outside the ranked brands’ own domains.
Market map
Mentioned in · since Jul 5
Leading brands by topic
I need a podcast editor that removes filler words (ums/ahs) and does not clip the ends of sentences.
What are the best editing and audio mixing software for a podcast editor to produce a professional-sounding show?
Which agency offers a "done-for-you" podcast editing service that includes removing filler words, mixing audio, and adding intro/outro music?