
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.
ANDRE records 3,712 monthly visits with +4.9% month-over-month growth and Freemium pricing. Prolific records 18,697,671 monthly visits with -1.8% growth and Paid pricing.
AI survey analyst that turns raw survey data into insight reports in minutes
| Dimension / Metric | ||
|---|---|---|
| Official Domain | andre.ai | prolific.com |
| Pricing Model | Freemium | Paid |
| Monthly Visits | 3.71K (3,712) | 18.7M (18,697,671) |
| MoM Traffic Delta | +174 (+4.9%) | -352.04K (-1.8%) |
| Primary Market & Share | 🌐 Global (—) | 🇺🇸 United States (48.8%) |
| Direct Visits / mo | 1.46K | 12.98M |
| User Rating | 4 | 4.6 |
| Supported Platforms | Website | Website |
AI survey analyst that turns raw survey data into insight reports in minutes
Cleans and processes uploaded survey data with AI, handling missing values through structure mining, parsing, and imputation so analysis starts from a solid dataset.
The Expedite workflow runs the entire pipeline end to end — from cleaning to narrative extraction to report creation — with minimal manual steps.
Analyzes open-ended feedback as stories, letting you report conclusions at the narrative level with quantitative data as supporting evidence.
Produces concrete, decision-ready conclusions and synthesized slides rather than only charts, so insights translate directly into action.
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.
Chat with your data to get analysis, charts, reports, and slides
Chat with your data to get analysis, charts, reports, and slides

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.

AI-native customer intelligence platform that turns every customer conversation into context
AI-native customer intelligence platform that turns every customer conversation into context

Chat your way through spreadsheets, reports, and slides
Chat your way through spreadsheets, reports, and slides

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.

SpecialistAI-led customer interviews and research insights at scale
SpecialistAI-led customer interviews and research insights at scale

Build high-converting AI forms, surveys, and quizzes in seconds
Build high-converting AI forms, surveys, and quizzes in seconds