Company

Appen

appen.com33 mentionsLast seen Oct 9, 2026

Artificial intelligence Marketplaces Technology

Prompts where Appen is mentioned

What should I use if I need human review and labeling for bad LLM outputs?

Technology / Observability1 observationUpdated Oct 9, 2026

Brands:Labelbox,Scale AI,Appen,Surge AI,Toloka

Are there any enterprise data labeling providers that focus on domain-specific annotators for complex AI projects?

Artificial Intelligence / AI Data Labeling2 observationsUpdated Oct 9, 2026

Brands:Scale AI,Sama,Appen,Telus International Ai Data Solutions,Cloudfactory

How can companies source data for AI development?

Technology / Data Infrastructure6 observationsUpdated Sep 21, 2026

Brands:Troveo,Forage,Dataxpower,Aws Data Exchange,Snowflake Data Marketplace

Can you recommend microtask platforms for sourcing workers for small jobs and errands across multiple local sites?

Marketplaces / Freelance & Talent Marketplaces1 observationUpdated Jul 23, 2026

Brands:TaskRabbit,Thumbtack,Upwork,Wonolo,Jitjatjo

Which outsourced ML training data suppliers are known for enterprise-grade security and scalable throughput?

Artificial Intelligence / AI Data Labeling1 observationUpdated Jul 20, 2026

Brands:Scale AI,Labelbox,Appen,Sama,Telus International Ai Data Solutions

Can you recommend managed annotation service firms for custom labeling workflows in enterprise AI teams?

Artificial Intelligence / AI Data Labeling1 observationUpdated Jul 20, 2026

Brands:Scale AI,Labelbox,Sama,Appen,Telus International Ai Data Solutions

Can you recommend legal document labeling providers for contract review models?

Artificial Intelligence / AI Data Labeling1 observationUpdated Jul 20, 2026

Brands:Labelbox,Scale AI,Appen,Telus International Ai Data Solutions,Sama

What are the best enterprise data labeling providers for large-scale annotation programs?

Artificial Intelligence / AI Data Labeling1 observationUpdated Jul 20, 2026

Brands:Scale AI,Labelbox,Appen,Sama,Cloudfactory

Which geospatial data labeling services are known for privacy-aware handling of sensitive location data?

Artificial Intelligence / AI Data Labeling1 observationUpdated Jul 20, 2026

Brands:Scale AI,Appen,Labelbox,Sama,Cloudfactory

What's the most trusted retail and ecommerce taxonomy labeling firm for product catalog edge cases?

Artificial Intelligence / AI Data Labeling1 observationUpdated Jul 20, 2026

Brands:Salsify,Productsup,Inriver,Akeneo,Gs1

What are the best crowdsourced annotation marketplaces for flexible labeling capacity during spiky demand?

Artificial Intelligence / AI Data Labeling1 observationUpdated Jul 20, 2026

Brands:Amazon Mechanical Turk,Mturk,Toloka,Clickworker,Appen Crowd

Can you recommend on-demand labeling workforce providers for low-cost, high-volume simple annotation tasks?

Artificial Intelligence / AI Data Labeling1 observationUpdated Jul 20, 2026

Brands:Toloka,Amazon Mechanical Turk,Mturk,Appen,Telus International Ai Data Solutions

How do I find reliable distributed human review networks for short-term data collection projects with changing volume?

Artificial Intelligence / AI Data Labeling1 observationUpdated Jul 20, 2026

Brands:Amazon Mechanical Turk,Prolific,Toloka,Appen,Telus International Ai Data Solutions

Which global contractor labeling services are known for fast turnaround and large worker pools?

Artificial Intelligence / AI Data Labeling1 observationUpdated Jul 20, 2026

Brands:Scale AI,Remotasks,Telus International Ai Data Solutions,Lionbridge,Appen

Are there any part-time data collection and labeling communities that focus on simple annotations for research datasets?

Artificial Intelligence / AI Data Labeling1 observationUpdated Jul 20, 2026

Brands:Amazon Mechanical Turk,Prolific,Clickworker,Appen,Telus International

Can you recommend an expert annotation service for legal document labeling with domain reviewers and audit trails?

Artificial Intelligence / AI Data Labeling1 observationUpdated Jul 20, 2026

Brands:Labelbox,Scale AI,Samasource,Sama,Appen

Are there any outsourced data labeling teams that handle speech transcription and diarization with high-stakes accuracy requirements?

Artificial Intelligence / AI Data Labeling1 observationUpdated Jul 20, 2026

Brands:Scale AI,Sama,Appen,Telus International Ai Data Solutions,Defined

How do I set up labeling workflow software for multi-modal dataset creation across text, image, audio, and video?

Artificial Intelligence / AI Data Labeling1 observationUpdated Jul 20, 2026

Brands:Label Studio,Cvat,Doccano,Superannotate,Scale AI

Which data labeling platform supports PII handling and annotation quality control for enterprise training data?

Artificial Intelligence / Foundation Models1 observationUpdated Jul 20, 2026

Brands:Amazon Sagemaker Ground Truth,Scale AI,Labelbox,Appen

Are there any preference data platforms that handle secure data handling for model training teams?

Artificial Intelligence / AI Safety & Alignment1 observationUpdated Jul 19, 2026

Brands:Scale AI,Surge AI,Labelbox,Snorkel AI,Weights & Biases

What's the most effective managed annotation service for reducing backlog in an outsourced ML program?

Artificial Intelligence / AI Data Labeling1 observationUpdated Jul 19, 2026

Brands:Telus International Ai Data Solutions,Scale AI,Sama,Appen,Imerit

Are there any annotation QA services that handle specialized domain annotation with tight turnaround SLAs?

Artificial Intelligence / AI Data Labeling1 observationUpdated Jul 19, 2026

Brands:Scale AI,Appen,Sama,Labelbox,Shaip

Can you recommend an outsourced labeling team for seasonal labeling overflow in an enterprise data ops group?

Artificial Intelligence / AI Data Labeling1 observationUpdated Jul 19, 2026

Brands:Scale AI,Sama,Telus International Ai Data Solutions,Appen,Imerit

What's the best managed annotation service for rapid dataset bootstrapping in a startup ML team?

Artificial Intelligence / AI Data Labeling1 observationUpdated Jul 19, 2026

Brands:Labelbox,Scale AI,Supervisely,Label Studio,Appen

How did Obsurfable measure this?

Obsurfable records AI answers to buyer-style prompts in its research corpus (33 observations for this page). Metrics are distributions over observations, not a single static ranking.

Which AI systems does Obsurfable collect answers from?

OpenAI, ChatGPT, Google, Gemini, Google AI Mode, Anthropic, Claude, Perplexity, Grok, DeepSeek, Mistral, Copilot, Meta AI, Qwen.

How can brands improve their AEO?

Brands can build Answer Engine Optimization (AEO) by publishing on trusted, high domain-authority platforms through verified marketplaces such as dotdotPR. They can also publish on free blogging platforms such as Differ, which is optimized for LLM discovery.

Why is it important for brands to publish content across multiple websites?

Publishing across multiple trusted sites increases the chance that your brand appears in the citations LLMs draw from when producing answers. Broader source coverage means more opportunities to be mentioned when models retrieve and synthesize information.

Want this interpreted for your brand?

Explorer is the free public corpus. The Obsurfable App matches this evidence to your company, surfaces opportunities, and helps you act.