
Large consumer panel for market research surveys, but lacks Prolific's specialized focus on academic studies and AI tuning.
Prolific records 18,697,671 monthly visits with -1.8% month-over-month growth and Paid pricing. Ridley records 8,086 monthly visits with +25.5% growth and Paid pricing.

Sell your home with AI guidance and licensed agent backup for a flat fee
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | prolific.com | getridley.com |
| Pricing Model | Paid | Paid |
| Monthly Visits | 18.7M (18,697,671) | 8.09K (8,086) |
| MoM Traffic Delta | -352.04K (-1.8%) |
| +1.64K (+25.5%) |
| Primary Market & Share | 🇺🇸 United States (48.8%) | 🇺🇸 United States (88.6%) |
|---|
| Direct Visits / mo | 12.98M | 1.91K |
|---|
| User Rating | 4.6 | 4.2 |
|---|
| 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.

Sell your home with AI guidance and licensed agent backup for a flat fee
Automated comparable analysis, pricing strategy and AI home prep guidance so sellers know what to list at and how to prepare.
A listing builder plus MLS distribution to Zillow, Redfin and 100+ sites, with targeted ad boosts and engagement tracking across platforms.
Every buyer, agent, title and lender message is triaged, flagged for action, and converted into tasks with tracked deadlines.
Contracts, disclosures, e-signatures and deadline tracking cover the deal from contract to close in one system.

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
#2
Enterprise-grade data annotation and AI alignment workforce, but less self-serve for academic study recruitment and casual surveys.


Free / Open-sourceAI property data, skip tracing and direct mail for real estate investors


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.


All-in-one real estate wholesaling platform with free skip tracing and AI deal automation

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.


SpecialistAI-led customer interviews and research insights at scale

The AI teammate that runs real estate follow-up for you
Free / Open-sourceAI-powered, zero-commission homebuying with a virtual agent
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
Free / Open-sourceAI property data, skip tracing and direct mail for real estate investors
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.
All-in-one real estate wholesaling platform with free skip tracing and AI deal automation
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.
SpecialistAI-led customer interviews and research insights at scale
The AI teammate that runs real estate follow-up for you
Free / Open-sourceAI-powered, zero-commission homebuying with a virtual agent