Appen records 665,840 monthly visits with +0.2% month-over-month growth and Contact for Pricing pricing. Auditive records 1,711 monthly visits with -57.1% growth and Freemium, Paid, Contact for Pricing pricing.
Human-validated training data and evaluation services for frontier AI models
Automated third-party risk management for fintechs and enterprises
| Dimension / Metric | | |
|---|---|---|
| Official Domain | appen.com | auditive.io |
| Pricing Model | Contact for Pricing | Freemium, Paid, Contact for Pricing |
| Monthly Visits | 665.84K (665,840) | 1.71K (1,711) |
| MoM Traffic Delta | +1.1K (+0.2%) | -2.27K (-57.1%) |
| Primary Market & Share | 🇺🇸 United States (22%) | 🇮🇳 India (100%) |
| Direct Visits / mo | 238.31K | 663 |
| User Rating | 4.4 | 4.1 |
| Supported Platforms | Website | Website |
Human-validated training data and evaluation services for frontier AI models
Chain-of-thought reasoning traces, SME-level RLHF, supervised fine-tuning demonstrations and adversarial red teaming for the most capable models.
Golden trajectories, RL environment design, failure-mode taxonomies and software-engineering-driven deep evaluation for autonomous agents.
Multilingual ASR and conversational speech data, expressive TTS annotation, vision-language model training data, video action labelling and voice-agent evaluation.
LiDAR point-cloud labeling, multi-camera sensor fusion, robot demonstration trajectories, world-model rollouts and embodied interaction logs.
Automated third-party risk management for fintechs and enterprises
Screen vendors, partners and clients with automated assessments so reviews complete in hours rather than weeks.
Keep watch on third parties after onboarding instead of relying on a single annual questionnaire.
Publish your own security and compliance posture so buyers and partners can self-serve the answers they need.
Rank third parties by exposure so limited security resources go to the relationships that matter most.
SpecialistConnects teams directly with verified human participants for preference tuning and studies, but lacks managed end-to-end labeling pipelines.
SpecialistConnects teams directly with verified human participants for preference tuning and studies, but lacks managed end-to-end labeling pipelines.
SpecialistUnbiased photo feedback from real people, for dating, business and social profiles
SpecialistUnbiased photo feedback from real people, for dating, business and social profiles
Blends custom software with dedicated human expert teams to handle complex operations, but operates as a bespoke service.
Blends custom software with dedicated human expert teams to handle complex operations, but operates as a bespoke service.
Combines robust data labeling tools with automated workflows, but focuses more on software tooling than managed human workforces.
Combines robust data labeling tools with automated workflows, but focuses more on software tooling than managed human workforces.
Provides enterprise-grade AI training data and model evaluation at massive scale, but often with higher enterprise pricing.
Provides enterprise-grade AI training data and model evaluation at massive scale, but often with higher enterprise pricing.
Delivers advanced multimodal data curation and annotation infrastructure, but requires your own annotation workforce for labeling tasks.
Delivers advanced multimodal data curation and annotation infrastructure, but requires your own annotation workforce for labeling tasks.
SpecialistAgent observability, evaluation, and continuous improvement for production AI
SpecialistAgent observability, evaluation, and continuous improvement for production AI
SpecialistThe multimodal data layer for computer vision and physical AI teams
SpecialistThe multimodal data layer for computer vision and physical AI teams
SpecialistEnterprise AI training data, annotation and evaluation services
SpecialistEnterprise AI training data, annotation and evaluation services
Free / Open-sourceProvides a flexible open-source annotation platform for self-hosting, but lacks Appen's managed enterprise human workforce services.
Free / Open-sourceProvides a flexible open-source annotation platform for self-hosting, but lacks Appen's managed enterprise human workforce services.
DNA-powered personalized fitness, nutrition and recovery
TikTok Shop analytics for products, creators, LIVE commerce and competitors
TikTok Shop analytics for products, creators, LIVE commerce and competitors
