Data as of Aug 25, 2026 · Based on 850 AI responses · See how Parse measures this
Language Services and Editing Providers
ParseChatGPT + Google AIParse
https://parse.gl
Measured across ChatGPT & Google AI| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 |  ProZRemains a top recommendation for freelance translators despite overall rank decline. | Remains a top recommendation for freelance translators despite overall rank decline. | 36% |
| 2 |  Gengo | 33% | |
| 3 |  UpworkConsistently recommended for translators seeking diverse freelance jobs and building portfolios. | Consistently recommended for translators seeking diverse freelance jobs and building portfolios. | 32% |
| 4 |  FiverrA popular platform for translators who offer fixed-price 'gigs'. | A popular platform for translators who offer fixed-price 'gigs'. | 31% |
| 5 |  TranslatorsCafe | 28% | |
| 6 |  Smartcat | 22% | |
| 7 |  LinkedIn | 22% | |
| 8 |  TransPerfectFrequently mentioned for medical device documentation and conference interpreting services. | Frequently mentioned for medical device documentation and conference interpreting services. | 17% |
| 9 |  CGS Translations | 15% | |
| 10 |  RushTranslateEmerging as a go-to for certified online document translation services. | Emerging as a go-to for certified online document translation services. | 13% |
| 11 |  Freelancer | 12% | |
| 12 |  Interprenet | 11% | |
| 13 |  Interprefy | 11% | |
| 14 |  LanguageLine Solutions | 10% | |
| 15 |  Interpreters Unlimited | 9% | |
| 16 |  SesenA rising specialist in life sciences and medical conference interpreting. | A rising specialist in life sciences and medical conference interpreting. | 9% |
| 17 |  JR Language | 9% | |
| 18 |  Okomeds | 9% | |
| 19 |  American Translators Association | 8% | |
| 20 |  StepesCited for ISO-certified medical device translation and global localization services. | Cited for ISO-certified medical device translation and global localization services. | 8% |
| 21 |  TJC Global | 7% | |
| 22 |  Cal Interpreting & Translation | 7% | |
| 23 |  CSOFT International | 7% | |
| 24 | The Language DoctorsTop-cited agency for medical device documentation and localization. | Top-cited agency for medical device documentation and localization. | 7% |
| 25 | 6% |
Who wins on each AI
The same market, seen by two models.
Sources AI cited
translatepress.com is the page AI reaches for most here, cited in 31% of analyzed answers.
Fell from #1 to #5 in overall mentions between Nov 2025 and Mar 2026.
Dropped from #2 to #8 in overall mentions between Nov 2025 and Mar 2026.
“A general marketplace good for getting early jobs and building a portfolio.” → “The best option for a wide range of translation jobs, often listed first.”
Jumped from #7 to #2 in mentions between Nov 2025 and Mar 2026.
Climbed from #9 to #1 in mentions between Nov 2025 and Mar 2026.
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| Upwork | 29% | 36% | |
| Fiverr | 29% | 28% | |
| ProZ | 29% | 33% | |
| American Translators Association | 9% | 30% | |
| TranslatorsCafe | 22% | 25% |
The two models disagree most about International Association of Conference Interpreters (AIIC) (ChatGPT #6, Google #18).
The Language Doctors has become the top-cited brand for language services, leading a wave of specialized providers. This reflects a broader shift where AI assistants increasingly recommend niche, industry-specific agencies for medical and technical queries over general freelance marketplaces.
Across 850 AI responses, ProZ is mentioned most, named in 36% of them, followed by Gengo (33%) and Upwork (32%).
Parse measures each brand's mention rate — the share of answers naming it — across 850 AI responses to this market's buyer questions. Answers are collected daily and the ranking is published weekly.
Brands enter the ranking when AI answers mention them. Parse collects answers daily and publishes the re-measured set weekly, so new brands appear as AI starts recommending them.
The Language DoctorsTransPerfect
Language ScientificInitially, responses from both platforms listed a mix of specialized agencies like 
I need a translation and localization agency that specializes in medical device documentation.
Initially, responses from both platforms listed a mix of specialized agencies like
The Language DoctorsTransPerfectLanguage ScientificAI answers have consistently centered on ISO-certified agencies with expertise in regulatory compliance. Over the period,
Brands mentioned
The Language DoctorsTransPerfectLanguage ScientificTransPerfectBrands mentioned
The Language DoctorsTransPerfectLanguage ScientificI need a translation and localization agency that specializes in medical device documentation.
AI answers have consistently centered on ISO-certified agencies with expertise in regulatory compliance. Over the period,
