clickworker records 1,861,149 monthly visits with +0.5% month-over-month growth and Contact for Pricing pricing. Impeccable records 1,038,637 monthly visits with +8.2% growth and Free pricing.
Crowdsourcing data services for AI training and market data
Give your coding agent real design judgment
| Dimension / Metric | | |
|---|---|---|
| Official Domain | clickworker.com | impeccable.style |
| Pricing Model | Contact for Pricing | Free |
| Monthly Visits | 1.86M (1,861,149) | 1.04M (1,038,637) |
| MoM Traffic Delta | +9.57K (+0.5%) | +78.43K (+8.2%) |
| Primary Market & Share | 🇺🇸 United States (27.6%) | 🇺🇸 United States (22.4%) |
| Direct Visits / mo | 947.13K | 464.8K |
| User Rating | 3.9 | 4.6 |
| Supported Platforms | Website | Website |
Crowdsourcing data services for AI training and market data
Custom image, video, audio and text datasets with human labeling, annotation and validation, delivered with parent company LXT.
Registered freelancers in 136 countries fill microtasks through web, Android and iOS apps, with flexible scaling up or down.
An all-in-one survey tool plus access to a verified respondent pool for external studies and targeted insights.
Real-time point-of-sale data collection, display audits, mystery checks, and usability testing for websites, apps and games.
Give your coding agent real design judgment
A structured skill set that agents load to make typographic, layout, spacing, and color decisions with design intent rather than defaults.
Identifies recurring AI-generated UI clichés such as chip overload, card-in-card nesting, weak hierarchy, and vague calls to action.
Helps the agent stay consistent with the tokens, components, and conventions of your existing design system.
Bakes in contrast, focus, semantic structure, and responsive behavior so built interfaces hold up across devices and audiences.
Provides a full AI-native code editor experience, but requires manual prompt rules or extensions to enforce design discipline.
Provides a full AI-native code editor experience, but requires manual prompt rules or extensions to enforce design discipline.
Offers a high-quality pool of verified human participants for research and preference tuning, but is less focused on traditional data annotation.
Offers a high-quality pool of verified human participants for research and preference tuning, but is less focused on traditional data annotation.
Connects subject matter experts for advanced LLM training and prompting, but lacks general microtask crowdsourcing capabilities.
Connects subject matter experts for advanced LLM training and prompting, but lacks general microtask crowdsourcing capabilities.
SpecialistProvides agentic multi-file coding workflows, but requires custom instructions to enforce specific UI guidelines.
SpecialistProvides agentic multi-file coding workflows, but requires custom instructions to enforce specific UI guidelines.
Specializes in matching AI labs with vetted human experts for RLHF, but offers fewer general data annotation services.
Specializes in matching AI labs with vetted human experts for RLHF, but offers fewer general data annotation services.
SpecialistOrchestrates multiple coding agents from one interface, but does not provide built-in design compliance checks.
Provides enterprise-grade data annotation and training datasets at scale, but with a more corporate engagement model.
SpecialistEmbeds AI copilots into web apps, but focuses on component integration rather than developer design rules.
SpecialistEmbeds AI copilots into web apps, but focuses on component integration rather than developer design rules.
Free / Open-sourceEdits code directly in your local git repository via CLI, but lacks dedicated frontend design system discipline rules.
Free / Open-sourceEdits code directly in your local git repository via CLI, but lacks dedicated frontend design system discipline rules.
Focuses on elite domain experts for complex RLHF and frontier AI evaluation, but lacks casual crowdsourcing tasks.
Focuses on elite domain experts for complex RLHF and frontier AI evaluation, but lacks casual crowdsourcing tasks.
SpecialistActs as a model-agnostic coding assistant, but lacks specialized UI/UX design discipline rule packs.
Free / Open-sourceEnforces strict coding rulesets on AI agents, but focuses on backend maintainability rather than specific UI design systems.
Free / Open-sourceEnforces strict coding rulesets on AI agents, but focuses on backend maintainability rather than specific UI design systems.
