Build powerful forms, surveys and quizzes with AI in minutes
dStudio records 0 monthly visits with 0% month-over-month growth and Contact for Pricing, Free pricing. Prolific records 18,697,671 monthly visits with -1.8% growth and Paid pricing.

AI survey creation and analysis in minutes
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | dstudio.ai | prolific.com |
| Pricing Model | Contact for Pricing, Free | Paid |
| Monthly Visits | 0 (0) | 18.7M (18,697,671) |
| MoM Traffic Delta | 0 (0%) | -352.04K (-1.8%) |
| Primary Market & Share | 🌐 Global (—) | 🇺🇸 United States (48.8%) |
| Direct Visits / mo | 0 | 12.98M |
| User Rating | 3.9 | 4.6 |
| Supported Platforms | Website | Website |

AI survey creation and analysis in minutes
Describe the topic or goal in plain language and let the platform draft survey questions and structure for you.
Feed collected responses into the tool and get themes, sentiment, and summaries instead of manually reading every open-text answer.
Built with workplace engagement, satisfaction, and customer feedback workflows in mind rather than academic research.
Surveys are created, shared, and analyzed in the browser, so distributed teams can work on the same study without installing software.
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.
Build powerful forms, surveys and quizzes with AI in minutes

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.
Build forms, surveys and quizzes in seconds — with unlimited free responses

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.

Attendance, e-signature and AI-powered questionnaires for training providers
Attendance, e-signature and AI-powered questionnaires for training providers

SpecialistAI data infrastructure for building production-grade models
SpecialistAI data infrastructure for building production-grade models
Privacy-first AI surveys with end-to-end encrypted responses
Privacy-first AI surveys with end-to-end encrypted responses

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.


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.