Crossing Minds records 16 monthly visits with -99.4% month-over-month growth and Contact for Pricing pricing. Prolific records 18,697,671 monthly visits with -1.8% growth and Paid pricing.
AI Ops platform for enterprise personalization and semantic search
High-quality human data for AI training, evaluation, and research
| Dimension / Metric | | |
|---|---|---|
| Official Domain | crossingminds.com | prolific.com |
| Pricing Model | Contact for Pricing | Paid |
| Monthly Visits | 16 (16) | 18.7M (18,697,671) |
| MoM Traffic Delta | -2.48K (-99.4%) | -352.04K (-1.8%) |
| Primary Market & Share | 🇺🇸 United States (100%) | 🇺🇸 United States (48.8%) |
| Direct Visits / mo | 6 | 12.98M |
| User Rating | 4.3 | 4.6 |
| Supported Platforms | Website | Website |
AI Ops platform for enterprise personalization and semantic search
Model user behaviour and item relationships to rank what each visitor sees next across home pages, catalogues and content feeds.
Understand intent behind a query rather than matching keywords, so users find relevant items even when their wording differs from your metadata.
Represent users, items and content in a shared vector graph that supports cold-start items and cross-surface consistency.
Feed the retrieval layer into conversational assistants so AI answers cite real inventory, articles or support content.
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
Free / Open-sourceAI search and retrieval platform for modern apps and commerce
Free / Open-sourceAI search and retrieval platform for modern apps and commerce
Enterprise-grade data annotation and AI alignment workforce, but less self-serve for academic study recruitment and casual surveys.
Multiplayer AI where people and agents work side by side
Multiplayer AI where people and agents work side by side
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.
Free / Open-sourceOpen-source data integration engineered for AI agents and analytics
Free / Open-sourceOpen-source data integration engineered for AI agents and analytics
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.
Free / Open-sourceStandardize LLM evaluation, observability, and red teaming across your whole org
Free / Open-sourceStandardize LLM evaluation, observability, and red teaming across your whole org
Enterprise AI agent platform for building and running business agents
Enterprise AI agent platform for building and running business agents
