
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.
PolygrAI records 2,011 monthly visits with -46% month-over-month growth and Freemium pricing. Prolific records 18,697,671 monthly visits with -1.8% growth and Paid pricing.

AI interview platform that scores, profiles and flags potential deception
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | polygr.ai | prolific.com |
| Pricing Model | Freemium | Paid |
| Monthly Visits | 2.01K (2,011) | 18.7M (18,697,671) |
| MoM Traffic Delta | -1.71K (-46%) | -352.04K (-1.8%) |
| Primary Market & Share | 🇮🇳 India (100%) | 🇺🇸 United States (48.8%) |
| Direct Visits / mo | 787 | 12.98M |
| User Rating | 3.7 | 4.6 |
| Supported Platforms | Website | Website |

AI interview platform that scores, profiles and flags potential deception
Produces AI-driven integrity assessments that highlight potential deception signals across audio, visual, linguistic and behavioural cues.
Set objectives up front and let the platform score and rank responses with commentary, evaluating demonstrated skills and highlighting top matches.
Applies psychometric frameworks to responses to infer motivations, emotional stability, risk appetite and decision-making tendencies.
Generates role-specific questions and distributes interviews in bulk by email or SMS, with recurring schedules and consent management.
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.

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 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.

An AI recruiter that interviews, verifies, and screens every applicant
An AI recruiter that interviews, verifies, and screens every applicant

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.

Interviews on demand, AI-driven or expert-led

Job-simulation skill assessments for the AI hiring era

One AI-native platform that screens, interviews, and shortlists candidates for employers, jobseekers, and recruiters
One AI-native platform that screens, interviews, and shortlists candidates for employers, jobseekers, and recruiters

AI-native hiring platform with interview intelligence and candidate fraud detection
AI-native hiring platform with interview intelligence and candidate fraud detection