
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.
HousePlan records 2,693 monthly visits with +41.6% month-over-month growth and Freemium pricing. Prolific records 18,697,671 monthly visits with -1.8% growth and Paid pricing.

Turn rough ideas into complete house plans with AI
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | houseplan.io | prolific.com |
| Pricing Model | Freemium | Paid |
| Monthly Visits | 2.69K (2,693) | 18.7M (18,697,671) |
| MoM Traffic Delta | +791 (+41.6%) | -352.04K (-1.8%) |
| Primary Market & Share | 🇺🇸 United States (94.7%) | 🇺🇸 United States (48.8%) |
| Direct Visits / mo | 830 | 12.98M |
| User Rating | 4 | 4.6 |
| Supported Platforms | Website | Website |

Turn rough ideas into complete house plans with AI
Describe your home in words or upload a reference image and let the AI produce a structured floor plan draft.
Switch between flat plans, a semi-perspective view, and 3D visualisation to read a layout from the angle that suits you.
Beyond standard homes, the platform includes templates such as restaurant plans, mid-century plans, and barndominium plans.
Extend the same project into interior layouts, facade concepts, and garden or landscape arrangements.
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.
Free online 3D home design, floor planning and AI rendering
Free online 3D home design, floor planning and AI rendering

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.

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

Generate, edit and visualize floor plans in your browser
Generate, edit and visualize floor plans in your browser

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.

AI interior design, floor plans and 3D models for every home project
AI interior design, floor plans and 3D models for every home project

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.

AI home design: generate floor plans and visualize them in 3D
AI home design: generate floor plans and visualize them in 3D

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.
Instant AI floor plans, room redesigns and flooring visuals
Instant AI floor plans, room redesigns and flooring visuals