Private beta
Founding cohort open

One API call.
Real human review.
Webhook results.

Submit any output — content, data, creative — to a pool of qualified reviewers via our REST API. Set your criteria, get structured verdicts back in your webhook. No review team required.

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How it works

One luup.
Closed every time.

luupr
Routes the task

Matches qualified reviewers. Enforces criteria, manages consensus and payment.

auto-routed · quality-enforced
Your workflow
Content submitted

POST outputs with criteria and reviewer count. One endpoint, any pipeline.

POST /v1/reviews →
{}
Reviewer
Human review

Real people apply judgment in the app. No code. Minutes, not days.

earn per completion →
Your workflow
Results returned

Verdict, confidence score, and notes — structured payload to your webhook.

POST → your endpoint

What gets reviewed

Content-agnostic.
Pipeline-native.

AI content pipelines

Blog posts, newsletters, video scripts. Add a human gate before publish. Real reviewers catch what models miss — tone, accuracy, brand fit.

AI · Content · Publishing →
Ad & creative review

Campaign assets reviewed by humans before spend. Catch brand-safety issues and tone misses before they go live — not after the budget is gone.

Marketing · Brand safety →
AI training data

Label, annotate, and validate datasets with structured human feedback. Cleaner training inputs. More reliable model outputs. Auditable at every step.

ML · Data labelling →
And much more.

Legal documents. Academic research. Moderation queues. Customer feedback classification. If it needs a human verdict, luupr routes it — at any volume.

Any content · Any domain →
For builders

Human judgment, wired into your stack.

  • One REST endpoint, structured results
  • Define reviewer count and consensus thresholds
  • Webhook delivery — fits any existing pipeline
  • Works with n8n, Zapier, Make, or custom code
For reviewers

Your judgment, applied to work that matters.

  • Real review tasks — not surveys, not clicks
  • Apply your expertise across content, data, and creative
  • Paid fairly per completion, every week
  • Your pace, your schedule, from anywhere

Private beta · Founding cohort · Limited spots

Be the first
in the luup.

Opening access to a small founding cohort. Drop your email — we'll reach out with everything you need to get started.

Join the founding cohort

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