
Large consumer panel for market research surveys, but lacks Prolific's specialized focus on academic studies and AI tuning.
BotLab records 5,040 monthly visits with -59.6% month-over-month growth and Freemium pricing. Prolific records 18,697,671 monthly visits with -1.8% growth and Paid pricing.
Test and observe game bots in safe, simulated environments
| Dimension / Metric | ||
|---|---|---|
| Official Domain | botlab.org | prolific.com |
| Pricing Model | Freemium | Paid |
| Monthly Visits | 5.04K (5,040) | 18.7M (18,697,671) |
| MoM Traffic Delta | -7.44K (-59.6%) |
| -352.04K (-1.8%) |
| Primary Market & Share | 🇬🇷 Greece (51.4%) | 🇺🇸 United States (48.8%) |
|---|
| Direct Visits / mo | 2.04K | 12.98M |
|---|
| User Rating | 4 | 4.6 |
|---|
| Supported Platforms | Website | Website |
|---|
Test and observe game bots in safe, simulated environments
Emulate the game client environment so bots can run without touching live servers, accounts or economies.
Put a bot into challenging, edge-case situations in seconds rather than waiting for them to occur naturally in a live game.
Judge performance by observing what the bot does, without reading or tracing its source code.
Evaluate whether a bot performs consistently and avoids unsafe, unintended or destructive actions.
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.
Play free browser games and build your own with AI

SpecialistThe environments frontier AI trains on, and the agents that do the recurring work
#3
Enterprise-grade data annotation and AI alignment workforce, but less self-serve for academic study recruitment and casual surveys.


Two minutes, one stranger, one question: human or AI?

SpecialistAI data infrastructure for building production-grade models

The AI-powered aim trainer trusted by 40 million FPS players

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.


Free / Open-sourceOpen-source data labeling and evaluation platform for AI workflows, but requires bringing your own annotation workforce.


Job-simulation skill assessments for the AI hiring era

Turn a text prompt into a playable browser game in minutes
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
Two minutes, one stranger, one question: human or AI?
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.
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.
Turn a text prompt into a playable browser game in minutes