
Large consumer panel for market research surveys, but lacks Prolific's specialized focus on academic studies and AI tuning.
Gitmore records 1,021 monthly visits with -62.4% month-over-month growth and Freemium pricing. Prolific records 18,697,671 monthly visits with -1.8% growth and Paid pricing.

Turn every commit and pull request into a Slack or email update
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | gitmore.io | prolific.com |
| Pricing Model | Freemium | Paid |
| Monthly Visits | 1.02K (1,021) | 18.7M (18,697,671) |
| MoM Traffic Delta | -1.7K (-62.4%) |
| -352.04K (-1.8%) |
| Primary Market & Share | 🇺🇸 United States (100%) | 🇺🇸 United States (48.8%) |
|---|
| Direct Visits / mo | 401 | 12.98M |
|---|
| User Rating | 4.1 | 4.6 |
|---|
| Supported Platforms | Website | Website |
|---|

Turn every commit and pull request into a Slack or email update
Daily, weekly or monthly summaries of merged work and in-flight pull requests, generated by AI and delivered to Slack or email on your schedule and in your timezone.
Attributes each commit and pull request to a person or to an agent like Claude Code, Copilot, Cursor or Codex, so you can track AI share, merge rates and agent PRs waiting on review.
Branded, password-protected update pages written in plain language for clients, investors and executives, plus a public changelog and embeddable widget built from merged work.
Links tasks from Notion, Linear, Jira, Asana, ClickUp and Trello to the pull requests that implement them, flagging work that merged while the task stayed open.
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.

AI-generated wikis and chat for any public GitHub repository


SpecialistThe environments frontier AI trains on, and the agents that do the recurring work
#3
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.


AI code review and status updates that keep every repo on track

Free / Open-sourceFree real-time analytics for open source projects on GitHub

SpecialistAI-led customer interviews and research insights at scale

GitHub-native analytics for developer experience and team performance
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.
AI code review and status updates that keep every repo on track
Free / Open-sourceFree real-time analytics for open source projects on GitHub
SpecialistAI-led customer interviews and research insights at scale
GitHub-native analytics for developer experience and team performance