How It Works
A simple, transparent process for contributing and earning on Perle Labs.
Perle Labs makes it simple for qualified experts to contribute verified, high-quality data to train AI systems, and get rewarded for it.
The process is built around fairness, transparency, and performance-based growth, ensuring that contributors are recognized not just for participation, but for accuracy and consistency over time.
Whether you’re annotating, evaluating, or learning through educational tasks, every action you complete builds your reputation, earns reward points, and strengthens the global pool of expert-verified data powering AI.
The contributor Journey
1. Join as a Contributor
Register, complete your profile, and begin onboarding.
The platform will guide you through domain-specific training and verification modules that assess your expertise before you begin live projects.
Verified contributors gain access to specialized tasks matched to their skills.
2. Explore Available Projects
Browse live projects across multiple categories. Each project type contributes to the ecosystem in different ways:
Educational tasks: Learn platform mechanics, complete micro-lessons, and pass short quizzes to qualify for higher-tier work.
Accuracy tasks: Label, evaluate, or validate AI-generated data in text, image, audio, or video formats, earning performance-based points.
Social tasks & community tasks: Participate in discussions, share insights, and refer peers to the platform for engagement bonuses.
Every completed task builds your history of verified contributions, the foundation of your onchain reputation.
3. Complete Tasks Across Modalities
Tasks on Perle Labs cover a wide range of formats and domains:
Text: Annotate passages, evaluate model responses, or classify topics.
Audio: Transcribe, verify, or categorize sound content.
Video: Assess behavior, classify scenes, or verify events.
Image: Label objects, verify annotations, or review generated content.
Each task type is benchmarked for quality using gold-standard samples, consensus validation, or expert review, ensuring fairness and accuracy in scoring.
5. Earn Transparent, Perfromance-based Rewards
Rewards for task completion are distributed algorithmically based on clear performance metrics:
Task complexity: Specialized or high-effort tasks yield higher base rewards.
Accuracy: Performance is validated using consensus scoring and benchmark comparisons.
Active multipliers: Daily check-ins and activity streaks boost your point yield.
Consistency: Sustained accuracy and participation increase reward rates over time.
Social engagement: Referral bonuses and community contributions amplify your total rewards.
Reward points represent compensation and contributor reputation within the ecosystem.
5. Daily Check-ins for Bonuses
To encourage consistent engagement, contributors can check in daily to activate bonus multipliers (ranging from 1.5× to 2.5×) for the next 24 hours. Maintaining active streaks increases earnings and also helps unlock achievement badges and long-term trust tiers in the system.
6. Build Your Reputation & Unlock Badges
Every verified action contributes to your reputation score, reflecting your accuracy, reliability, and contribution history. As your reputation grows, you unlock:
Access to specialized, higher-value projects.
Increased reward multipliers.
Eligibility for domain-level roles such as reviewer or validator.
Tiered badges represent long-term milestones.
Achievement badges recognize exceptional performance, such as perfect accuracy streaks, community engagement, or referral milestones.
7. Refer Others & Earn
Invite others to join Perle Labs through your referral link. When your referrals sign up and complete their first tasks, you’ll earn bonus points, plus commissions on their ongoing activity. Referral performance contributes to your social reputation tier, unlocking further recognition within the contributor network.
Transparency at Every Step
All contributions, validations, and rewards are logged immutably onchain through the Solana blockchain, ensuring:
Transparent provenance of all contributor actions
Automatic, verifiable reward distribution
Traceable history of performance for audits and compliance
Your contributions aren’t just work, they’re recorded proof of expertise, ownership, and value creation.
Ready to get started?
You’re one step away from joining the world’s first verified contributor ecosystem for AI. Continue to the Getting Started section to begin your Perle Labs journey.
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