Appen records 665,840 monthly visits with +0.2% month-over-month growth and Contact for Pricing pricing. Blahget (TalkieMoney) records 27,212,532 monthly visits with -6.4% growth and Freemium pricing.
Human-validated training data and evaluation services for frontier AI models
Speak your expenses and let AI handle the bookkeeping
| Dimension / Metric | | |
|---|---|---|
| Official Domain | appen.com | itunes.apple.com |
| Pricing Model | Contact for Pricing | Freemium |
| Monthly Visits | 665.84K (665,840) | 27.21M (27,212,532) |
| MoM Traffic Delta | +1.1K (+0.2%) | -1.87M (-6.4%) |
| Primary Market & Share | 🇺🇸 United States (22%) | 🇺🇸 United States (35.2%) |
| Direct Visits / mo | 238.31K | 9.07M |
| User Rating | 4.4 | 4 |
| Supported Platforms | Website | App |
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.
Speak your expenses and let AI handle the bookkeeping
Log expenses and income by simply saying them out loud — no forms, no typing, no fiddly categories.
Transactions are automatically sorted into sensible categories, and the AI learns to improve its recognition as you log more.
Add, hide or rename categories so the AI classifies your spending the way you actually think about it.
Ask the assistant natural questions about your spending and get instant answers built from your own records.
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.
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
Offers pre-packaged AI training datasets and custom data collection services, but with a smaller global crowd than Appen.
Offers pre-packaged AI training datasets and custom data collection services, but with a smaller global crowd than Appen.
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.
Supplies expert human annotators for specialized training and evaluation datasets, but operates at a smaller scale.
Supplies expert human annotators for specialized training and evaluation datasets, but operates at a smaller scale.
AI bookkeeping that keeps receipts, invoices and statements organized automatically
AI bookkeeping that keeps receipts, invoices and statements organized automatically
Every receipt and invoice, caught and filed automatically
Every receipt and invoice, caught and filed automatically
