
Free / Open-sourceThe agent recruits, you manage talent
Fama records 12,251 monthly visits with -5.6% month-over-month growth and Contact for Pricing pricing. Labelbox records 762,803 monthly visits with -22.8% growth and Contact for Pricing pricing.

AI social media screening that flags workplace-relevant behavior before you hire
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | fama.io | labelbox.com |
| Pricing Model | Contact for Pricing | Contact for Pricing |
| Monthly Visits | 12.25K (12,251) | 762.8K (762,803) |
| MoM Traffic Delta | -726 (-5.6%) | -225.17K (-22.8%) |
| Primary Market & Share | 🇺🇸 United States (66.6%) | 🇺🇸 United States (21.9%) |
| Direct Visits / mo | 4.86K | 370.02K |
| User Rating | 3.9 | 4.4 |
| Supported Platforms | Website | Website |

AI social media screening that flags workplace-relevant behavior before you hire
Identifies eight categories of workplace-relevant misconduct across 30+ languages from public online activity, rather than relying on keyword searches.
Removes protected class information and is designed around EEOC, FCRA, GDPR, PIPEDA and other global screening standards.
Skips generic categories and screens against your organization's own policy, showing which specific policy rule each result matched for faster adjudication.
Supports both risk checks before hiring and continuing visibility into emerging behavioral risk during employment.

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.

Free / Open-sourceThe agent recruits, you manage talent
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.

AI-powered candidate matching inside Arc's vetted remote-talent marketplace
AI-powered candidate matching inside Arc's vetted remote-talent marketplace

The AI-native ATS that replaces your entire recruiting stack
The AI-native ATS that replaces your entire recruiting stack

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.

Autonomous hiring powered by agentic AI

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.

An AI recruiter that interviews, verifies, and screens every applicant
An AI recruiter that interviews, verifies, and screens every applicant

AI hiring software built to reduce turnover in hourly workforces
AI hiring software built to reduce turnover in hourly workforces