
Large consumer panel for market research surveys, but lacks Prolific's specialized focus on academic studies and AI tuning.
Large consumer panel for market research surveys, but lacks Prolific's specialized focus on academic studies and AI tuning.
getdesign records 814 monthly visits with -28.6% month-over-month growth and Free pricing. Prolific records 18,697,671 monthly visits with -1.8% growth and Paid pricing.

Extract a website's design system into a design.md for you or your coding agent
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | getdesign.app | prolific.com |
| Pricing Model | Free | Paid |
| Monthly Visits | 814 (814) | 18.7M (18,697,671) |
| MoM Traffic Delta | -326 (-28.6%) | -352.04K (-1.8%) |
| Primary Market & Share | 🇧🇷 Brazil (51.5%) | 🇺🇸 United States (48.8%) |
| Direct Visits / mo | 322 | 12.98M |
| User Rating | 4.1 | 4.6 |
| Supported Platforms | Website | Website |

Extract a website's design system into a design.md for you or your coding agent
Open any public URL in a real browser, read its CSS, and get a structured description of its design system.
Receives a downloadable Markdown document (~9 sections) covering palette, typography, spacing, and components.
Visual runs capture screenshots alongside the Markdown so agents get both written and visual context.
Use it through the web dashboard, HTTP API, CLI, TypeScript SDK, or a portable Skill inside Claude Code, Codex, and Cursor.
High-quality human data for AI training, evaluation, and research
Filter participants by detailed demographic, professional, and behavioural criteria and reach narrow or representative samples rather than a generic crowd.
Collect human preference data for model fine-tuning, run safety evaluations and red-teaming, and use a feedback API to plug humans into automated pipelines.
Attention checks, honesty screening, and approval workflows help filter out careless or fraudulent responses before you analyse results.
Publish a study and begin collecting responses quickly, with tooling that supports screening, quotas, and longitudinal designs.

Large consumer panel for market research surveys, but lacks Prolific's specialized focus on academic studies and AI tuning.
Large consumer panel for market research surveys, but lacks Prolific's specialized focus on academic studies and AI tuning.
A searchable library of 145,000+ real web and iOS screens for UI/UX inspiration.
A searchable library of 145,000+ real web and iOS screens for UI/UX inspiration.

SpecialistThe environments frontier AI trains on, and the agents that do the recurring work
SpecialistThe environments frontier AI trains on, and the agents that do the recurring work

Enterprise-grade data annotation and AI alignment workforce, but less self-serve for academic study recruitment and casual surveys.

From idea or sketch to editable wireframes, hi-fi UI and code in minutes
From idea or sketch to editable wireframes, hi-fi UI and code in minutes

SpecialistAI data infrastructure for building production-grade models
SpecialistAI data infrastructure for building production-grade models

SpecialistSpecializes in video-based consumer interviews and AI qualitative analysis, but less focused on quantitative academic survey panels.
SpecialistSpecializes in video-based consumer interviews and AI qualitative analysis, but less focused on quantitative academic survey panels.

SpecialistSources verified B2B professionals and healthcare experts for specialized research, but lacks broad general-population academic panels.
SpecialistSources verified B2B professionals and healthcare experts for specialized research, but lacks broad general-population academic panels.
AI-native design workspace that turns prompts into production-ready UI
AI-native design workspace that turns prompts into production-ready UI

Free / Open-sourceOpen-source data labeling and evaluation platform for AI workflows, but requires bringing your own annotation workforce.
Free / Open-sourceOpen-source data labeling and evaluation platform for AI workflows, but requires bringing your own annotation workforce.

Turn prompts, sketches, and URLs into Figma-ready UI designs and code
Turn prompts, sketches, and URLs into Figma-ready UI designs and code

The design canvas built for AI coding agents
The design canvas built for AI coding agents