
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. Sortio records 30,821 monthly visits with -14.8% growth and Freemium pricing.

AI file sorter that renames and files your documents from a plain-English prompt
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | prolific.com | getsortio.com |
| Pricing Model | Paid | Freemium |
| Monthly Visits | 18.7M (18,697,671) | 30.82K (30,821) |
| MoM Traffic Delta | -352.04K (-1.8%) |
| -5.37K (-14.8%) |
| Primary Market & Share | 🇺🇸 United States (48.8%) | 🇺🇸 United States (38%) |
|---|
| Direct Visits / mo | 12.98M | 7.44K |
|---|
| User Rating | 4.6 | 4 |
|---|
| 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 file sorter that renames and files your documents from a plain-English prompt
Describe the result you want in plain English and Sortio plans the renames and folder moves for you.
Reads inside each file to build meaningful names such as date, vendor, amount, or person, instead of leaving cryptic originals.
Every move is shown before it happens, and any sorting pass can be rolled back completely.
Files stay on your machine, with local LLM and bring-your-own-key options on every plan.

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.


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.

A private, EU-hosted AI machine with files, software and persistent memory

SpecialistAI-led customer interviews and research insights at scale

An AI file assistant that organizes and answers questions across your team's documents

AI that reads your documents, then names and files them for you
SpecialistConnects AI labs with domain experts for data collection, but lacks a self-service marketplace for bulk academic study participants.
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
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.
A private, EU-hosted AI machine with files, software and persistent memory
SpecialistAI-led customer interviews and research insights at scale
An AI file assistant that organizes and answers questions across your team's documents
AI that reads your documents, then names and files them for you
SpecialistConnects AI labs with domain experts for data collection, but lacks a self-service marketplace for bulk academic study participants.