
Microtask crowd · Web3 data crowd
PublicAI
PublicAI (PublicAI Foundation) is a decentralized "human layer of AI" platform that puts its network at 3.5M+ verified contributors (publicai.io, read 4 Nov 2026). Its crowd collected, labeled and evaluated multimodal data, much of it voice, through the Data Hub and the Data Hunter browser extension, rewarded in points, USDT and the $PUBLIC token and through campaign prize pools. Since August 2026 its main program is Trajector, which pays developers in stablecoin for the Claude Code sessions they choose to share, priced per token of each accepted session.
Platform-stated
Is PublicAI legit?
A funded, real project: roughly $10M raised across private rounds plus a CoinList ICO, a $PUBLIC token live on MEXC, BingX, Bitget and Gate, ~3M+ claimed contributors, and an August 2025 airdrop snapshot. It is crypto and airdrop driven: rewards are largely points and tokens whose fiat value fluctuates and is not guaranteed, and some worker reports cite technical issues and skepticism about payout reliability. Treat it as a legitimate but speculative, points-first earning platform rather than a fixed-wage gig. It pays Trajector: $1 per million tokens; Data Hub: points, USDT, prizes (platform-stated).
Joined through its own application (it publishes no job postings)
Trajector: each credit becomes withdrawable 7 days after it lands, as USDC or USDT on Ethereum or BSC once $10 is withdrawable, network fee deducted (docs.publicai.io rewards page, 23 Oct 2026). Data Hub: USDT and the $PUBLIC token on-chain, with points converting into token rewards and campaign prizes.
No consolidated Trustpilot/Glassdoor worker rating found; sentiment is mixed across crypto reviews and airdrop trackers (real project, but points/token payout value is uncertain).
Worldwide: it pays in crypto to settle with members anywhere (publicai.io), and Trajector is open to any developer on a supported coding agent, withdrawals being refused only where sanctions law forbids them (its Beta Program Terms, read 29 Oct 2026).
Honest catches
- Pay here is platform-stated, not measured live from a job feed, so treat it as a benchmark rather than a guaranteed rate.
What PublicAI pays
Platform-stated · as of 2026-11-04Researched rate card, platform-stated, as of 2026-11-04
Trajector's rewards page (docs.publicai.io, last updated 23 Oct 2026, read 4 Nov 2026): 'The current rate is $0.000001 per token' ($1.00 per million tokens of an accepted session, counting prompts, the agent's output and tool output), only for sessions on the Claude models it collects; calls its recording proxy did not see earn 25% of that (since 17 Sep 2026); there are daily volume caps per account and device, and the rate can change but is never applied backwards. So 10 million tokens earn $10. The older Data Hub and Data Hunter work has no published per-task rate: rewards were points, USDT and $PUBLIC set per campaign, and its blog prices campaigns by prize pool ($30,000 in rewards for Mother Tongue Season 5, 9 Dec 2025 to 9 Jan 2026; $2,400 in prizes in Feb 2026). A $5 USDT referral bounty (an invitee with 140 approved uploads, the first 200 a week) ran during Mother Tongue Season 5 (blog of 3 Dec 2025). payLow and payHigh are null because no hourly figure is stated.
| Role | Kind of work | Researched pay |
|---|---|---|
| Coding sessions via Trajector (Claude Code) | Coding | $1.00 per million tokens |
| Data collection via Data Hunter extension | Data Annotation | Points + $PUBLIC (rate not disclosed) |
| Data labeling and validation (Data Hub) | Data Annotation | Points + USDT/$PUBLIC per task |
| AI model evaluation | AI Evaluation | Points + $PUBLIC (rate not disclosed) |
| Multilingual 'Mother Tongue' data uploads | Multilingual | Campaign prize pools (points/USDT) |
Live PublicAI roles
PublicAI does not publish a public job feed.
You apply on PublicAI directly, then get matched to work from your account.
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The work PublicAI hires for
Each links to what the work involves, who hires for it, and what it pays across the market.
New to this? Start with the learning guides or compare pay across every platform.
From the forum
Ask the people doing PublicAI work what only they can tell you.
Frequently asked questions
Is PublicAI legit?
A funded, real project: roughly $10M raised across private rounds plus a CoinList ICO, a $PUBLIC token live on MEXC, BingX, Bitget and Gate, ~3M+ claimed contributors, and an August 2025 airdrop snapshot. It is crypto and airdrop driven: rewards are largely points and tokens whose fiat value fluctuates and is not guaranteed, and some worker reports cite technical issues and skepticism about payout reliability. Treat it as a legitimate but speculative, points-first earning platform rather than a fixed-wage gig.
Does PublicAI pay?
Yes. A funded, real project: roughly $10M raised across private rounds plus a CoinList ICO, a $PUBLIC token live on MEXC, BingX, Bitget and Gate, ~3M+ claimed contributors, and an August 2025 airdrop snapshot. It is crypto and airdrop driven: rewards are largely points and tokens whose fiat value fluctuates and is not guaranteed, and some worker reports cite technical issues and skepticism about payout reliability. Treat it as a legitimate but speculative, points-first earning platform rather than a fixed-wage gig. Payouts: Trajector: each credit becomes withdrawable 7 days after it lands, as USDC or USDT on Ethereum or BSC once $10 is withdrawable, network fee deducted (docs.publicai.io rewards page, 23 Oct 2026). Data Hub: USDT and the $PUBLIC token on-chain, with points converting into token rewards and campaign prizes.
How much does PublicAI pay?
Trajector: $1 per million tokens; Data Hub: points, USDT, prizes. Trajector's rewards page (docs.publicai.io, last updated 23 Oct 2026, read 4 Nov 2026): 'The current rate is $0.000001 per token' ($1.00 per million tokens of an accepted session, counting prompts, the agent's output and tool output), only for sessions on the Claude models it collects; calls its recording proxy did not see earn 25% of that (since 17 Sep 2026); there are daily volume caps per account and device, and the rate can change but is never applied backwards. So 10 million tokens earn $10. The older Data Hub and Data Hunter work has no published per-task rate: rewards were points, USDT and $PUBLIC set per campaign, and its blog prices campaigns by prize pool ($30,000 in rewards for Mother Tongue Season 5, 9 Dec 2025 to 9 Jan 2026; $2,400 in prizes in Feb 2026). A $5 USDT referral bounty (an invitee with 140 approved uploads, the first 200 a week) ran during Mother Tongue Season 5 (blog of 3 Dec 2025). payLow and payHigh are null because no hourly figure is stated.
Is PublicAI worth it?
PublicAI pays Trajector: $1 per million tokens; Data Hub: points, USDT, prizes (platform-stated). It suits flexible microtask income rather than a dependable hourly wage. Worker sentiment: No consolidated Trustpilot/Glassdoor worker rating found; sentiment is mixed across crypto reviews and airdrop trackers (real project, but points/token payout value is uncertain)..
How does PublicAI pay out?
Trajector: each credit becomes withdrawable 7 days after it lands, as USDC or USDT on Ethereum or BSC once $10 is withdrawable, network fee deducted (docs.publicai.io rewards page, 23 Oct 2026). Data Hub: USDT and the $PUBLIC token on-chain, with points converting into token rewards and campaign prizes.
Where can you work for PublicAI?
Worldwide: it pays in crypto to settle with members anywhere (publicai.io), and Trajector is open to any developer on a supported coding agent, withdrawals being refused only where sanctions law forbids them (its Beta Program Terms, read 29 Oct 2026).
Compare PublicAI with
The original microtask crowd: earn per HIT at requester-set rates.
~$2–$3/hr effective (2018 study); closedThird-party reportsCrypto data-labeling crowd that closed its paid task app in March 2026 for expert validation (Proof of Quality).
Task app closed Mar 2026; validator pay set per project, none postedPlatform-statedProject-based AI training platform (prompts, coding challenges, evals) that is closing: it wound down its annotation work in October 2026.
Closing (Oct 2026); paid $25/hr+ while openPlatform-statedA large global contributor crowd, strong on multilingual speech and evaluation.
$2.40–$100/hr; CrowdGen experts up to $450/hrPlatform-statedOrdered by what applying is worth, lifted by a referral boost for the platforms that pay us a referral fee; it never changes what a platform pays you.