
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.
Omnilert records 35,214 monthly visits with +17.7% month-over-month growth and Contact for Pricing pricing. Prolific records 18,697,671 monthly visits with -1.8% growth and Paid pricing.

AI gun detection and automated emergency response for your existing security cameras
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | omnilert.com | prolific.com |
| Pricing Model | Contact for Pricing | Paid |
| Monthly Visits | 35.21K (35,214) | 18.7M (18,697,671) |
| MoM Traffic Delta | +5.3K (+17.7%) | -352.04K (-1.8%) |
| Primary Market & Share | 🇺🇸 United States (71.9%) | 🇺🇸 United States (48.8%) |
| Direct Visits / mo | 7.99K | 12.98M |
| User Rating | 4.6 | 4.6 |
| Supported Platforms | Website | Website |

AI gun detection and automated emergency response for your existing security cameras
Turns passive surveillance cameras into proactive early-warning systems that recognize firearms and active-shooter threats in a fraction of a second.
Triggers coordinated actions the moment a threat is confirmed: locking doors, sounding alarms, pushing mobile alerts, engaging displays and notifying police.
Choose UL-certified professional monitoring or human-in-the-loop review within your own security operations center to confirm alerts before response.
Delivers detailed real-time alerts with time, location and imagery across mobile, desktop and on-premise displays, built on long-standing emergency notification expertise.
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.

AI dash cameras and fleet safety intelligence that coach drivers in the moment
AI dash cameras and fleet safety intelligence that coach drivers in the moment

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.

See your enterprise the way attackers do — observe, understand, signal, and respond at AI speed
See your enterprise the way attackers do — observe, understand, signal, and respond at AI speed

Free / Open-sourceFree cloud remote access and AI print-failure detection for 3D printers
Free / Open-sourceFree cloud remote access and AI print-failure detection for 3D printers

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.

AI-powered cloud DLP and security awareness training for SaaS environments
AI-powered cloud DLP and security awareness training for SaaS environments

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