Prolific records 18,697,671 monthly visits with -1.8% month-over-month growth and Paid pricing. TabSquare records 6,243,849 monthly visits with +13.1% growth and Contact for Pricing pricing.
High-quality human data for AI training, evaluation, and research
AI restaurant platform that orchestrates every moment of the dining experience
| Dimension / Metric | | |
|---|---|---|
| Official Domain | prolific.com | tabsquare.com |
| Pricing Model | Paid | Contact for Pricing |
| Monthly Visits | 18.7M (18,697,671) | 6.24M (6,243,849) |
| MoM Traffic Delta | -352.04K (-1.8%) | +721.79K (+13.1%) |
| Primary Market & Share | 🇺🇸 United States (48.8%) | 🇹🇼 Taiwan (38%) |
| Direct Visits / mo | 12.98M | 5.24M |
| User Rating | 4.6 | 4.3 |
| Supported Platforms | Website | Website |
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.
AI restaurant platform that orchestrates every moment of the dining experience
Delivers personalised dish recommendations, pre-arrival discovery and automated marketing that turns first-time diners into returning guests.
A scan-to-view menu with vibrant reels of signature dishes and smart recommendations that reduce wait times by an estimated 25% and lift average bill value by around 15%.
In-store payment completed in a simple tap, speeding up table turns by roughly 24% while removing friction from the end of the meal.
Captures guest data and ordering behaviour across every visit, powering loyalty programs and targeted campaigns from a unified customer profile.
SpecialistAutonomous enterprise AI agents and CRM intelligence powered by Salesforce Data 360 and Atlas.
SpecialistAutonomous enterprise AI agents and CRM intelligence powered by Salesforce Data 360 and Atlas.
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.
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.
SpecialistAI-powered customer experience platform unifying support, sales, and service
SpecialistAI-powered customer experience platform unifying support, sales, and service
SpecialistAI data infrastructure for building production-grade models
SpecialistAI data infrastructure for building production-grade models
Focuses on hospitality guest experience and automation, but offers less specialized restaurant ordering features than TabSquare.
Focuses on hospitality guest experience and automation, but offers less specialized restaurant ordering features than TabSquare.
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.
SpecialistOne AI-powered platform for CRM, marketing and customer support
SpecialistOne AI-powered platform for CRM, marketing and customer support
Strong hospitality chatbot and guest communication tool, but lacks TabSquare's comprehensive in-store ordering and payments suite.
Strong hospitality chatbot and guest communication tool, but lacks TabSquare's comprehensive in-store ordering and payments suite.
