
Large consumer panel for market research surveys, but lacks Prolific's specialized focus on academic studies and AI tuning.
Prolific records 18,697,671 monthly visits with -1.8% month-over-month growth and Paid pricing. Rush Analytics records 28,578 monthly visits with +3.3% growth and Freemium, Free Trial, Paid pricing.

SEO and AI search visibility analytics in one platform
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | prolific.com | rush-analytics.com |
| Pricing Model | Paid | Freemium, Free Trial, Paid |
| Monthly Visits | 18.7M (18,697,671) | 28.58K (28,578) |
| MoM Traffic Delta |
| -352.04K (-1.8%) |
| +924 (+3.3%) |
| Primary Market & Share | 🇺🇸 United States (48.8%) | 🇺🇸 United States (15.6%) |
|---|
| Direct Visits / mo | 12.98M | 17.38K |
|---|
| User Rating | 4.6 | 4.4 |
|---|
| Supported Platforms | Website | Website |
|---|
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.

SEO and AI search visibility analytics in one platform
Monitor tens of thousands of keyword positions across locations, languages and devices, with daily updates and REST-style API access to raw ranking data.
Track brand mentions, visibility and sentiment inside AI-generated answers from major AI assistants, so you can measure AI search presence alongside classic SEO.
Search-volume checkers, suggestion mining, content optimization and clustering tools help you turn raw queries into grouped, actionable keyword sets.
Crawl your site to surface issues around meta tags, headings, hreflang, robots.txt, indexing and crawl errors, with prioritized fix recommendations.

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
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.


AI search visibility analytics for marketing teams
AI visibility platform to get your brand cited in AI search

AI Search Visibility Platform for GEO & AEO

AI SEO manager that tracks rankings and AI answers, then does the work

AI SEO agents that rank on Google and get cited by AI chatbots

Free / Open-sourceOpen-source data labeling and evaluation platform for AI workflows, but requires bringing your own annotation workforce.

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.
AI search visibility analytics for marketing teams
AI visibility platform to get your brand cited in AI search
AI SEO manager that tracks rankings and AI answers, then does the work
AI SEO agents that rank on Google and get cited by AI chatbots
Free / Open-sourceOpen-source data labeling and evaluation platform for AI workflows, but requires bringing your own annotation workforce.