
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.
BlazeSQL records 17,324 monthly visits with -6.2% month-over-month growth and Free Trial, Paid, Contact for Pricing pricing. Prolific records 18,697,671 monthly visits with -1.8% growth and Paid pricing.
AI data analyst that turns questions into SQL insights
| Dimension / Metric | ||
|---|---|---|
| Official Domain | blazesql.com | prolific.com |
| Pricing Model | Free Trial, Paid, Contact for Pricing | Paid |
| Monthly Visits | 17.32K (17,324) | 18.7M (18,697,671) |
| MoM Traffic Delta | -1.15K (-6.2%) | -352.04K (-1.8%) |
| Primary Market & Share | 🇬🇧 United Kingdom (35.5%) | 🇺🇸 United States (48.8%) |
| Direct Visits / mo | 9.6K | 12.98M |
| User Rating | 4.2 | 4.6 |
| Supported Platforms | Website | Website |
AI data analyst that turns questions into SQL insights
Ask a question in plain language and BlazeSQL writes and runs the SQL against your connected database, no query syntax needed.
It learns from your team's feedback and measures its own accuracy, so you can safely open it up to non-technical users.
Turn answers into drag-and-drop dashboards, shareable PDF reports and interactive reports that update on demand.
Query your data from Slack, Microsoft Teams, or via the Claude database connector and ChatGPT plugin.
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.

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 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-native business intelligence your whole team can actually trust
SpecialistAI-native business intelligence your whole team can actually trust

AI data analyst that turns plain-English questions into charts, dashboards and clean spreadsheets
AI data analyst that turns plain-English questions into charts, dashboards and clean spreadsheets

SpecialistAI SQL assistant that writes, fixes and runs queries on your real schema
SpecialistAI SQL assistant that writes, fixes and runs queries on your real schema

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

Free / Open-sourceAI text-to-SQL client for database management and analysis
Free / Open-sourceAI text-to-SQL client for database management and analysis