Label data that trains AI and get rewarded for accuracy
Perle Labs, founded by Scale AI veterans, runs an open contributor app where accuracy builds an onchain reputation that unlocks higher-value work.
- 15 minutes
- 4 steps
- Free
- easy
- 4 solutions use it
- 1 film
Your idle home internet can be shared with AI data collectors while you sleep.
Chapter 1 · The wall
The wall you hit
AI labeling is usually hidden gig work. Here your accuracy builds a public record.
Chapter 2 · The power
What changes now
Perle Labs, founded by Scale AI veterans, runs an open contributor app where accuracy builds an onchain reputation that unlocks higher-value work.
Chapter 3 · Watch
Watch it done
Chapter 4 · Do it
Do it yourself
- Join with the link.
- Take the qualification test.
- Label carefully; as of October 2026 Perle's season rewards accuracy and consistency, not speed.
- Points are not a token and nothing is promised; never pay to join.
- 15 min
- Free
- easy
Wallet or sign-in will not open in here? Open Perle Labs in a new tab ↗
Chapter 5 · Prove it
Prove it worked
Completed labels show in your profile.
Chapter 6 · Next star
Your next star
- Earn · 15 min · FreeHelp train robots and get points for itBitRobot rewards points called Bolts for robotics work across subnets, such as teleoperating robots in simulation.Go to this star →
- Agents · 10 min · FreeTeach AI agents by how you use the webAction Model lets you opt in with an extension so your clicks help train AI agents, and it tracks your contribution as points.Go to this star →
Chapter 7 · Build
Build what is missing
A quality coach that checks a labeler's answers against the labelling guidelines before submit and explains common mistakes.
Who could build it New labelers who want to pass qualifications.
Real problems
Solutions that use this
- A problem people bring“Get paid for my data”Your clicks, spare internet and judgement are worth money to AI builders. Label data on Perle Labs, share idle bandwidth on Grass, and teach AI age...3 stops · see the route →
- A problem people bring“Put my old laptop to work”An old laptop on Wi-Fi can earn in small ways today: run Grass to share spare bandwidth, label data on Perle Labs, or help train robots with BitRob...3 stops · see the route →
- A problem people bring“Earn online with only a phone”A phone is a full earning kit. Label data on Perle Labs between tasks, plan phone-only, zero-budget routes with the free airdropSEA planner, and re...3 stops · see the route →
- A problem people bring“I only have a phone and spare time”The newest jobs in crypto need a human, not capital. Share spare bandwidth with Grass, label AI data on Perle, apply to drive real robots on BitRob...3 stops · see the route →
Questions
How long does it take to label data that trains AI and get rewarded for accuracy?
About 15 minutes, in 4 steps. The first step is: Join with the link.
What does it cost?
Free. Start with the free parts, and never put in more than you can afford to lose.
Do I need to be technical?
It is rated easy. Perle Labs, founded by Scale AI veterans, runs an open contributor app where accuracy builds an onchain reputation that unlocks higher-value work.
How do I know it worked?
Completed labels show in your profile.
What real problems does this help with?
Get paid for my data. Put my old laptop to work. Earn online with only a phone. I only have a phone and spare time.