SpecialistReal-time AI answer engine and research workspace combining live web citations with frontier reasoning models.
SpecialistReal-time AI answer engine and research workspace combining live web citations with frontier reasoning models.
Elicit records 1,751,507 monthly visits with +3.1% month-over-month growth and Freemium pricing. Prolific records 18,697,671 monthly visits with -1.8% growth and Paid pricing.
AI research assistant for evidence-based literature review and synthesis
| Dimension / Metric | ||
|---|---|---|
| Official Domain | elicit.com | prolific.com |
| Pricing Model | Freemium | Paid |
| Monthly Visits | 1.75M (1,751,507) | 18.7M (18,697,671) |
| MoM Traffic Delta | +52.71K (+3.1%) | -352.04K (-1.8%) |
| Primary Market & Share | 🇺🇸 United States (13.5%) | 🇺🇸 United States (48.8%) |
| Direct Visits / mo | 849.67K | 12.98M |
| User Rating | 4.6 | 4.6 |
| Supported Platforms | Website | Website |
AI research assistant for evidence-based literature review and synthesis
A research agent gathers evidence across scientific databases, journals, public data and your own uploads, then produces cited reports, tables, figures and slides.
Semantic search across more than 138 million academic papers and 545,000 clinical trials, without needing exact keywords.
High-quality research briefs inspired by systematic review methodology, with deep customization of which papers and data are included.
Automated screening and data extraction for systematic reviews, with researchers reporting up to 80% time savings.
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.
SpecialistReal-time AI answer engine and research workspace combining live web citations with frontier reasoning models.
SpecialistReal-time AI answer engine and research workspace combining live web citations with frontier reasoning models.

Free / Open-sourceCompletely free access to a massive scientific literature index, but lacks deep conversational AI synthesis features.
Free / Open-sourceCompletely free access to a massive scientific literature index, but lacks deep conversational AI synthesis features.

Stronger evidence-based answers from peer-reviewed literature, but less robust automated systematic review data extraction tables.
Stronger evidence-based answers from peer-reviewed literature, but less robust automated systematic review data extraction tables.

Better all-in-one PDF reading and analysis workspace, but less focused on automated evidence synthesis matrices.
Better all-in-one PDF reading and analysis workspace, but less focused on automated evidence synthesis matrices.

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.
SpecialistAI-assisted systematic review software for screening, extraction, and evidence synthesis at scale
SpecialistAI-assisted systematic review software for screening, extraction, and evidence synthesis at scale
Offers smart citation context analysis, but lacks Elicit's specialized automated systematic review data extraction workflows.
Offers smart citation context analysis, but lacks Elicit's specialized automated systematic review data extraction workflows.

SpecialistGreat free tool for discovering and mapping academic paper connections, but lacks automated evidence synthesis matrices.
SpecialistGreat free tool for discovering and mapping academic paper connections, but lacks automated evidence synthesis matrices.

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
SpecialistVisualizes interactive research citation graphs wonderfully, but lacks conversational evidence synthesis and data extraction tools.
SpecialistVisualizes interactive research citation graphs wonderfully, but lacks conversational evidence synthesis and data extraction tools.

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