
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.
Osum records 14,160 monthly visits with -20.4% month-over-month growth and Free Trial, Paid pricing. Prolific records 18,697,671 monthly visits with -1.8% growth and Paid pricing.

Instant AI market research reports for any product or business
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | osum.com | prolific.com |
| Pricing Model | Free Trial, Paid | Paid |
| Monthly Visits | 14.16K (14,160) | 18.7M (18,697,671) |
| MoM Traffic Delta | -3.64K (-20.4%) | -352.04K (-1.8%) |
| Primary Market & Share | 🇺🇸 United States (23.6%) | 🇺🇸 United States (48.8%) |
| Direct Visits / mo | 5.72K | 12.98M |
| User Rating | 4.4 | 4.6 |
| Supported Platforms | Website | Website |

Instant AI market research reports for any product or business
Enter any product or business URL and receive a structured market research report almost instantly, instead of spending weeks assembling sources manually.
Every report includes strengths, weaknesses, opportunities, and threats, plus market positioning, brand perception, and competitive landscape breakdowns.
Customer segments are modeled with demographics, psychographics, sociotypes, pain points, work habits, a day in the life, and buyer journey stages.
Combine demographic data with behavioral and psychographic signals to build actionable profiles for outbound sales and demand generation.
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.

AI-moderated customer interviews that turn conversations into decisions
AI-moderated customer interviews that turn conversations into decisions

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.
AI-powered Shopify spy tool for spotting winning dropshipping products and tracking competitor sales
AI-powered Shopify spy tool for spotting winning dropshipping products and tracking competitor sales

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.

Generate startup ideas, solutions, and research reports in seconds
Generate startup ideas, solutions, and research reports in seconds

SpecialistAI-led customer interviews and research insights at scale
SpecialistAI-led customer interviews and research insights at scale
Generate data-backed personas, digital twins and synthetic research on demand
Generate data-backed personas, digital twins and synthetic research on demand