
Large consumer panel for market research surveys, but lacks Prolific's specialized focus on academic studies and AI tuning.
Mappedin records 173,962 monthly visits with -28.6% month-over-month growth and Freemium, Contact for Pricing pricing. Prolific records 18,697,671 monthly visits with -1.8% growth and Paid pricing.

One live indoor map for wayfinding, operations and security
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | mappedin.com | prolific.com |
| Pricing Model | Freemium, Contact for Pricing | Paid |
| Monthly Visits | 173.96K (173,962) | 18.7M (18,697,671) |
| MoM Traffic Delta |
| -69.78K (-28.6%) |
| -352.04K (-1.8%) |
| Primary Market & Share | 🇨🇦 Canada (38.7%) | 🇺🇸 United States (48.8%) |
|---|
| Direct Visits / mo | 99.39K | 12.98M |
|---|
| User Rating | 4.3 | 4.6 |
|---|
| Supported Platforms | Website | Website |
|---|

One live indoor map for wayfinding, operations and security
Convert existing CAD, DWG, DXF, PDF, PNG or BIM floor plans into accurate, geo-referenced indoor maps in weeks rather than years, with optional hands-on mapping services covering map design, 3D modelling and points of interest.
Tie building management systems, IoT sensors, BIM and CAD models, cameras and work-order tools to one live indoor map so operations, security, facilities and guest teams share a single source of truth.
Deliver searchable directories and turn-by-turn, step-free directions across floors and buildings on the web, in apps, on kiosks and on digital signage, with indoor positioning where supported.
Embed location, maps and navigation into your own web, iOS and Android products through the Map SDK, developer portal and documentation.
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.

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

Enterprise spatial capture and mapping platform, focusing on drones and jobsite tracking rather than indoor wayfinding.

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.

SpecialistTurn spreadsheet data into custom choropleth maps and interactive embeds

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


SpecialistAI-led customer interviews and research insights at scale

SpecialistGenerates real-estate site plans and spatial layouts rapidly, but lacks Mappedin's dedicated enterprise indoor wayfinding SDKs.
SpecialistTurns floor plans into photorealistic 3D interior designs, but lacks enterprise-grade indoor navigation and wayfinding infrastructure.
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
Enterprise spatial capture and mapping platform, focusing on drones and jobsite tracking rather than indoor wayfinding.
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.
SpecialistTurn spreadsheet data into custom choropleth maps and interactive embeds
Free / Open-sourceOpen-source data labeling and evaluation platform for AI workflows, but requires bringing your own annotation workforce.
SpecialistAI-led customer interviews and research insights at scale
SpecialistGenerates real-estate site plans and spatial layouts rapidly, but lacks Mappedin's dedicated enterprise indoor wayfinding SDKs.
SpecialistTurns floor plans into photorealistic 3D interior designs, but lacks enterprise-grade indoor navigation and wayfinding infrastructure.