
Large consumer panel for market research surveys, but lacks Prolific's specialized focus on academic studies and AI tuning.
ConceptMap AI records 33,063 monthly visits with -30.9% month-over-month growth and Freemium pricing. Prolific records 18,697,671 monthly visits with -1.8% growth and Paid pricing.
Turn PDFs, lecture notes and long chats into presentable concept maps
| Dimension / Metric | ||
|---|---|---|
| Official Domain | conceptmap.ai | prolific.com |
| Pricing Model | Freemium | Paid |
| Monthly Visits | 33.06K (33,063) | 18.7M (18,697,671) |
| MoM Traffic Delta | -14.78K (-30.9%) |
| -352.04K (-1.8%) |
| Primary Market & Share | 🇨🇴 Colombia (18.2%) | 🇺🇸 United States (48.8%) |
|---|
| Direct Visits / mo | 4.01K | 12.98M |
|---|
| User Rating | 4 | 4.6 |
|---|
| Supported Platforms | Website | Website |
|---|
Turn PDFs, lecture notes and long chats into presentable concept maps
Drop in PDFs, papers, lecture notes, photos of handwritten notes, YouTube lecture URLs, ChatGPT conversations, abstracts or just a topic — the AI extracts the structure for you.
Turn any map into a linear, node-by-node walkthrough with keyboard navigation, where the current node centres and the rest fade for distraction-free teaching.
Publish a map to a link that anyone can view, present or remix without signing up — ideal for students, study groups and shared notes.
Paid plans unlock premium models including Claude, GPT-5, Gemini Pro, Grok and Mistral for higher-quality extraction.
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.

SpecialistThe environments frontier AI trains on, and the agents that do the recurring work
#2
Turn any material into visual study sets, flashcards and quizzes
#3
Enterprise-grade data annotation and AI alignment workforce, but less self-serve for academic study recruitment and casual surveys.


Turn PDFs, videos, web pages and recordings into structured AI mind maps

SpecialistAI data infrastructure for building production-grade models

MindMap AI is an AI mind map generator that starts from a prompt, PDF, video, audio file or webpage and returns a structured map you can edit by hand or refine in chat. Manual mind mapping is free forever, and AI credits are the paid layer.

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.


AI concept maps, flashcards and study tools in one place

AI-powered visual collaboration for diagrams, mind maps, and charts
Chat your way to mind maps, flowcharts, and slide decks on one infinite canvas
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
Turn any material into visual study sets, flashcards and quizzes
Turn PDFs, videos, web pages and recordings into structured AI mind maps
SpecialistAI data infrastructure for building production-grade models
MindMap AI is an AI mind map generator that starts from a prompt, PDF, video, audio file or webpage and returns a structured map you can edit by hand or refine in chat. Manual mind mapping is free forever, and AI credits are the paid layer.
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.
AI concept maps, flashcards and study tools in one place
AI-powered visual collaboration for diagrams, mind maps, and charts
Chat your way to mind maps, flowcharts, and slide decks on one infinite canvas