What AI says about Appen
Appen provides data annotation, cleaning, and evaluation services to train machine learning models using a global remote workforce. It is regularly recommended for large-scale data labeling, managing crowdsourced teams, and gathering RLHF preference data.
AI calls itlarge-scale,large global workforce,massive,veteran,global workforce,multilingual
Since Jul 5Updated Nov 11, 2026Based on 5,230 AI answers
Reviewed by Dimitry Apollonsky
Mentioned in · Public index
5%
of AI answers about Appen and its rivals · since Jul 5
Based on 5,230 AI answers
- ChatGPT6%
- Google AI Mode4%
How often AI mentions Appen
of AI answers about Appen and its rivals
Track your brand free to see 13 weeks of history.
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Sep 14OctNov 2
- · ChatGPT switched to GPT-6 Luna
Markets where AI mentions Appen
Mentioned inLowHighFew answers
All marketsChatGPTGoogle AI Mode
- RLHF Data Collection & Training PlatformsChatGPTGoogle AI Mode
- Data Annotation Platforms and ServicesChatGPTGoogle AI Mode
- AI Red Teaming ServicesOutside both engines’ top 25
- AI Strategy & Adoption ConsultingOutside both engines’ top 25
- Money-Making Apps and Survey SitesOutside both engines’ top 25
- Algorithmic Bias Auditing ServicesOutside both engines’ top 25
- Localization & Translation Management PlatformsOutside both engines’ top 25
- Language Services and Editing ProvidersOutside both engines’ top 25
Topics where AI mentions Appen
TopicMentioned in · on this topicRank
- Affordable data labeling platform for computer vision models
- Computer vision data labeling
- AI-assisted data labeling
- Adversarial AI testing services
- Culture-aware localization
- Medical imaging annotation
- 3D point cloud annotation tool
- AI training data collection
- Active learning loop computer vision software
- Real-time RLHF model evaluation platforms
- Medical imaging data labeling services
- Most mentionedMentioned in
- I am preparing data for a large-scale ML model. Who offers data cleaning and labeling services at scale?on this questionScale shares the lead for mentions with 1 more93%
Excerpts where Appen appeared in the AI's answer
Google AI ModeOct 18, 2026, Google AI Mode Appen: One of the longest-standing providers offering massive global crowdsourcing for data annotation
Google AI ModeSep 23, 2026, Google AI Mode Appen: A veteran global data partner specializing in massive-scale linguistic, speech, NLP, and multimodal datasets
- We are implementing "continuous alignment." Who offers Reinforcement Learning from Human Feedback (RLHF) services?on this questionScale is the most-mentioned brand61%
Excerpts where Appen appeared in the AI's answer
Google AI ModeSep 20, 2026, Google AI Mode Scale AI, Appen, and Surge AI are the primary industry leaders offering comprehensive enterprise-grade Reinforcement Learning from Human Feedback (RLHF) services for continuous AI alignment.
Google AI ModeSep 16, 2026, Google AI Mode Appen – A veteran data-labeling vendor that provides human-in-the-loop annotation
- We are building a dataset for self-driving cars. Who offers image segmentation annotation services?on this questionBasicAI shares the lead for mentions with 1 more45%
Excerpts where Appen appeared in the AI's answer
Google AI ModeOct 28, 2026, Google AI Mode Appen : Combines global crowdsourcing and managed enterprise solutions
Google AI ModeOct 10, 2026, Google AI Mode Appen : A massive global data provider leveraging a large contributor network and tooling to manage multi-modal annotation needs, including polygon and semantic image segmentation.
- The problem is, managing our remote labeling workforce is difficult. What is the best data labeling platform with built-in workforce management?on this questionLabelbox shares the lead for mentions with 1 more20%
Excerpts where Appen appeared in the AI's answer
Google AI ModeOct 10, 2026, Google AI Mode Appen (ADAP - Appen Data Annotation Platform) is built specifically for blending internal remote experts with external crowdsourced labor.
ChatGPTSep 18, 2026, ChatGPT Appen ADAP — particularly oriented toward operating a large distributed labeling workforce.
Appen in AI answers
1 of 8
I'm looking to outsource my entire data labeling project. What is the best managed data labeling service for a startup?
ChatGPTChatGPT· Nov 8, 2026
Appen Best for multilingual and high-volume data collection and labeling.
Google AI ModeGoogle AI Mode· Aug 28, 2026
Appen: Best for: Global voice, search relevance, translation, or massive generalized datasets.
Sites AI cites
- Your site53%
- AI Training Data & Human Data for AI Models | Appen (opens in a new tab) · 12%
- Subject Matter Expert RLHF Data | Appen (opens in a new tab) · 8%
- AI Training Data & Human Data for AI Models | Appen (opens in a new tab) · 6%
- Data Annotation Services | Text, Image, Audio, Video (opens in a new tab) · 6%
- AI Training Data Services | Appen (opens in a new tab) · 5%
- Appen Red Teaming (opens in a new tab) · 4%
- AI Data Platform (ADAP) | Appen (opens in a new tab) · 3%
- Supervised Fine Tuning | Appen (opens in a new tab) · 2%
- LLM Training Data Services | Appen (opens in a new tab) · 1%
- AI Regulatory & Ethics Audits | Appen (opens in a new tab) · 1%
- Leaves Appen out4%
- Top 10 Human Data Providers in 2026: Full In-Depth Review (opens in a new tab) · 1%Leaves Appen out
- Top 5 Data Annotation for AI Labs (Full Review 2026) (opens in a new tab) · 1%
- How to Assess Human Data Labelers: Screening the AI Workforce (2026 Guide) (opens in a new tab) · 1%
- How AI Labs Are Hiring People to Train Models (2026 Insider Guide) (opens in a new tab) · <1%
- The Ultimate AI Data Labeling Industry Overview (2026) (opens in a new tab) · <1%
- 2%
- Appen USA (opens in a new tab) · <1%
- Data Labeling & Tagging - Appen USA – Innovative Careers in Tech & Customer Support (opens in a new tab) · <1%
- Data Labeling & Tagging - Appen USA – Innovative Careers in Tech & Customer Support (opens in a new tab) · <1%
- Solutions - Appen USA – Innovative Careers in Tech & Customer Support (opens in a new tab) · <1%
- Leaves Appen out2%
- TELUS Digital Customer Experience & Digital Solutions (opens in a new tab) · 1%Leaves Appen out
- Everest Group Data Annotation and Labeling Solutions for AI/ML PEAK Matrix® Assessment 2024 - Focus on TELUS International (opens in a new tab) · <1%
- TELUS Digital AI Data Solutions (opens in a new tab) · <1%
