
SpecialistCreate 3D models from text and images in seconds
Planner 5D AI records 3,110,494 monthly visits with -7.7% month-over-month growth and Freemium pricing. Prolific records 18,697,671 monthly visits with -1.8% growth and Paid pricing.

Turn floor plans and photos into editable 3D home designs with AI
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | planner5d.com | prolific.com |
| Pricing Model | Freemium | Paid |
| Monthly Visits | 3.11M (3,110,494) | 18.7M (18,697,671) |
| MoM Traffic Delta | -258.48K (-7.7%) | -352.04K (-1.8%) |
| Primary Market & Share | 🇺🇸 United States (18.7%) | 🇺🇸 United States (48.8%) |
| Direct Visits / mo | 998.27K | 12.98M |
| User Rating | 4.3 | 4.6 |
| Supported Platforms | Website | Website |

Turn floor plans and photos into editable 3D home designs with AI
Upload a floor plan image, blueprint, or PDF and get an editable 2D and 3D project with walls, rooms, doors, and windows detected automatically.
Generate style-based interior concepts and realistic renders to visualize a room before you build or buy.
Let the AI propose furniture layouts that respect the recognized room geometry.
Project your design into real space using AR-driven 3D interior viewing on supported devices.
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.

SpecialistCreate 3D models from text and images in seconds

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.
Comprehensive cloud-based 3D interior design platform offering robust floor planning and photorealistic AI rendering tools.
Comprehensive cloud-based 3D interior design platform offering robust floor planning and photorealistic AI rendering tools.

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.

SpecialistSpecialized architectural visualization platform converting sketches into photorealistic renders rather than full floor planning.
SpecialistSpecialized architectural visualization platform converting sketches into photorealistic renders rather than full floor planning.

SpecialistAI data infrastructure for building production-grade models
SpecialistAI data infrastructure for building production-grade models

Online tool for generating, editing, and rendering 2D and 3D floor plans from text or sketches.
Online tool for generating, editing, and rendering 2D and 3D floor plans from text or sketches.

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.

Web application generating interior design concepts and 3D models from text prompts and photos.
Web application generating interior design concepts and 3D models from text prompts and photos.

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.

Generates furnished floor plans and architectural renders from text briefs, tailored for home builders.
Generates furnished floor plans and architectural renders from text briefs, tailored for home builders.