Labelbox records 762,803 monthly visits with -22.8% month-over-month growth and Contact for Pricing pricing. Styldod records 15,043 monthly visits with -6.1% growth and Free Trial, Paid pricing.
The environments frontier AI trains on, and the agents that do the recurring work
AI visual media and virtual staging for real estate listings
| Dimension / Metric | | |
|---|---|---|
| Official Domain | labelbox.com | styldod.com |
| Pricing Model | Contact for Pricing | Free Trial, Paid |
| Monthly Visits | 762.8K (762,803) | 15.04K (15,043) |
| MoM Traffic Delta | -225.17K (-22.8%) | -975 (-6.1%) |
| Primary Market & Share | 🇺🇸 United States (21.9%) | 🇺🇸 United States (46.5%) |
| Direct Visits / mo | 370.02K | 4.97K |
| User Rating | 4.4 | 3.9 |
| Supported Platforms | Website | Website |
The environments frontier AI trains on, and the agents that do the recurring work
Structured annotation, curation, model evaluation and human-in-the-loop review across vision, language and generative tasks, used to build the training and eval data behind production models.
Recursion agents start on their own from builds, alerts, commits, checkpoints and schedules, then work in the background until the task is finished and reviewable.
Specialist agents cover software engineering, reliability, security, ML research, evals, R&D, product and finance workflows, from flaky test fixes to postmortem drafts and vulnerability patches.
Every agent run is scored by a grader, and graded sessions leave memories, notes and skills that the next session reads before acting, so quality compounds over time.
AI visual media and virtual staging for real estate listings
Digitally furnish vacant or empty rooms with photorealistic furniture, decor, and lighting in styles from modern and Scandinavian to farmhouse, Japandi, and industrial.
Keep the true layout of the property intact and automatically flag or fix risky edits such as misleading structural changes or policy-sensitive content before publishing.
Handle image enhancement, object removal, occupied-to-vacant conversion, day-to-dusk, and batch editing of up to 50 listing photos at once.
Generate floor plans, 360° virtual tours, 3D renders, and single-property videos to enrich property listings beyond still images.
SpecialistStreamlines end-to-end computer vision workflows from annotation to model deployment, but lacks Labelbox's general enterprise agent orchestration.
SpecialistStreamlines end-to-end computer vision workflows from annotation to model deployment, but lacks Labelbox's general enterprise agent orchestration.
SpecialistRelies heavily on managed human-in-the-loop workforce services for data validation, offering less self-serve technical tooling than Labelbox.
Delivers enterprise-grade labeling and model evaluation at massive scale, but often requires higher enterprise budgets than Labelbox.
Delivers enterprise-grade labeling and model evaluation at massive scale, but often requires higher enterprise budgets than Labelbox.
Offers robust multimodal annotation and workflow automation, featuring slightly more intuitive data curation pipelines for computer vision teams.
Offers robust multimodal annotation and workflow automation, featuring slightly more intuitive data curation pipelines for computer vision teams.
SpecialistTrack, evaluate, and ship AI models and agents in one connected environment.
SpecialistTrack, evaluate, and ship AI models and agents in one connected environment.
Specializes in advanced computer vision and physical AI data pipelines, though with a narrower focus than general text-and-image labeling.
Specializes in advanced computer vision and physical AI data pipelines, though with a narrower focus than general text-and-image labeling.
The AI-powered real estate media workflow — book, edit, deliver, and get paid
The AI-powered real estate media workflow — book, edit, deliver, and get paid
Free / Open-sourceProvides a flexible open-source alternative for custom data labeling, but requires self-hosting and manual infrastructure maintenance.
Free / Open-sourceProvides a flexible open-source alternative for custom data labeling, but requires self-hosting and manual infrastructure maintenance.
AI interior design and virtual staging that keeps your room's real structure
AI interior design and virtual staging that keeps your room's real structure
SpecialistFocuses strictly on LLM evaluation, testing, and observability rather than raw data annotation and training dataset curation.
SpecialistFocuses strictly on LLM evaluation, testing, and observability rather than raw data annotation and training dataset curation.
AI marketing for real estate agents: staging, videos, floor plans and social posts from one photo
AI marketing for real estate agents: staging, videos, floor plans and social posts from one photo
AI virtual staging that makes empty listings sell faster
AI virtual staging that makes empty listings sell faster
