luel.ai raised $31M.
The datasets, ARR, and jobs don't reconcile.

General Catalyst and Lightspeed led Luel's $31.2M seed. Their announcement asks investors to accept a "two-sided marketplace" with 598,425 contributors, 1M+ submissions through QA, and $2M ARR in 6 weeks. So I ran the public diligence checklist the announcement does not answer.

This is not a leak. Luel uses public product surfaces for its landing page, buyer catalog, and contributor marketplace. That is why the receipts matter: the public story Luel chose to show buyers and contributors does not reconcile with the funding story.

The dataset catalog asks buyers to accept claims the contributor marketplace cannot source

The buyer-facing endpoint /api/marketplace/datasets lists polished products with no visible purchase counts, customer counts, or order-volume fields. Three examples need provenance before diligence should treat them as Luel-sourced inventory:

• Egocentric Vision for Accessibility AI claims 5,000+ users, 1,400+ hours, and devices including Google Glass. Google stopped selling Glass Enterprise Edition in March 2023; this cannot be a current public-contributor pipeline without a source table.
• Music Library is described in its own metadata as Gated · evaluation / internal use with provenance from a Long-standing professional catalog provider. That is licensed catalog brokerage, not contributor-marketplace sourcing.
• Cancer Medical Imagery claims 150,000+ images, 3,000+ patients, and a 16 years longitudinal clinical record. The public contributor marketplace has no active medical-imagery collection campaign.

$ curl -s https://www.luel.ai/api/marketplace/datasets \
  | jq '.datasets[]
        | select(.slug | IN(
          "egocentric-accessibility-vision",
          "music-library",
          "cutaneous-medical-imagery"))
        | {title, key_metrics, access, provenance}'

{
  "title": "Egocentric Vision for Accessibility AI",
  "key_metrics": ["5,000+ users", "1,400+ hours", "Google Glass"]
}
{
  "title": "Music Library",
  "access": "Gated · evaluation / internal use",
  "provenance": "Long-standing professional catalog provider"
}
{
  "title": "Cancer Medical Imagery",
  "key_metrics": ["150,000+ images", "3,000+ patients", "16 years"]
}

$ for p in 1 2 3; do
    curl -s "https://www.luel.ai/api/tasks?page=$p"
  done | jq -rs '[.[].listings[].organizations.name]
                 | group_by(.)
                 | map({name: .[0], count: length})
                 | sort_by(-.count)'

[
  { "name": "william.rnam.rgyal's Organization", "count": 68 },
  { "name": "inigo's Organization",              "count": 2  }
]

The public marketplace buyer side is the founders' app-orgs

luel.ai's seed-announcement blog says the company is matching "generative AI labs, robotics companies, major social platforms, universities, hospitals, banks, and ML research groups" with a worldwide contributor network. The public marketplace API names the sponsor for every active campaign. None of those buyer categories appear. The sponsor field for 68 of 70 campaigns is william.rnam.rgyal's Organization — the CEO's founder-default app-level account. The remaining 2 are the COO's.

This does not prove external buyers do not exist. It proves they are not visible in the public marketplace surface Luel markets as a two-sided network. If revenue is coming from private contracts or off-marketplace delivery, show the order table.

13 of the "active campaigns" are configured to accept zero submissions

The marketplace's "40+ active campaigns" headline includes 13 listings configured with max_submissions: 0 and explicitly marked max_submissions_reached: true. Listings that were closed before any data could be collected. Counted as active anyway.

$ for p in 1 2 3; do
    curl -s "https://www.luel.ai/api/tasks?page=$p"
  done | jq -rs '[.[].listings[]]
                 | map(select(.max_submissions == 0))
                 | map(.title)'

[
  "[Studio] Home Improvement Agent Voice — 30 min",
  "Computer Workflows — Internal Test",
  "[Studio-Quality] Japanese Short Speech Recordings",
  "[Any Background] Japanese Short Speech Recordings",
  "[Any Background] French Short Speech Recordings",
  "2+ English Speakers Conversation (Any topic)",
  "2+ German Speakers Conversation (Any topic)",
  "English Formal Business Meeting Voice Recordings",
  "German Formal Business Meeting Voice Recordings",
  "In-Helmet Speech — Conversation (Record with Partner)",
  "Marwari Conversational Audio (Record with Partner)",
  "Computer Workflow Screen Recording",
  "Egocentric Gemstone Carving & Lapidary Video Recordings"
]

Another 12 listings have caps of 1–10 submissions and titles like Hindi Monologue Audio Recordings (max=1), Hotel Cancellation Customer Support (English) (max=2), [Studio] LeapingAI Home Improvement Agent Voice — Sample (max=6). Trivial demos counted as active.

25 of 70 "active campaigns" are placeholders or trivial demos. 35.7% of the marketplace they pitched is theater.

The marketplace that's actually open pays $15/hr in 5 languages

$ for p in 1 2 3; do
    curl -s "https://www.luel.ai/api/tasks?page=$p"
  done | jq -s '[.[].listings[]]
    | map(select(.max_submissions_reached == false)
    | {
        title,
        cats:[.listing_categories[].category.name],
        rate_per_min:.payout_per_minute_cents
      })'

[
  { "title": "Akan / Twi Conversational Audio (Record with Partner)",
    "cats": ["Audio Tasks","Multilingual"], "rate_per_min": 25 },
  { "title": "Afrikaans Conversational Audio (Record with Partner)",
    "cats": ["Audio Tasks","Multilingual"], "rate_per_min": 25 },
  { "title": "Pashto Conversational Audio (Record with Partner)",
    "cats": ["Audio Tasks","Multilingual"], "rate_per_min": 25 },
  { "title": "Hiligaynon (Ilonggo) Conversational Audio (Record with Partner)",
    "cats": ["Audio Tasks","Multilingual"], "rate_per_min": 25 },
  { "title": "Amharic Conversational Audio (Record with Partner)",
    "cats": ["Audio Tasks","Multilingual"], "rate_per_min": 25 }
]

luel.ai's homepage advertises tasks at $18/hr (Spanish audio), $42/hr (Hebrew script reading), $10.20/hr (egocentric video). Every one of those listings is in the closed bucket. The marketplace that's actually open to a contributor today consists of partner-audio sessions in Akan, Afrikaans, Pashto, Hiligaynon, and Amharic — all $15/hr.

"15M+ hours recorded" is 82× larger than the marketplace can hold

luel.ai's homepage claim, today: "15M+ Hours recorded."

Sum max_submissions × clip_max_seconds across every active listing. Even at 100% fill across every current public campaign, the marketplace only gets this far:

The marketing number is 81.9× larger than the listing-side ceiling. If the 15M+ hours came from historical, licensed, or private-contract supply, that inventory is not reconciled by the current public contributor marketplace. Show the source table.

The buyer-side catalog was bulk-inserted on a fundraising cadence

luel.ai's buyer-side product catalog at /api/marketplace/datasets returns 30 dataset products with creation timestamps:

$ curl -s https://www.luel.ai/api/marketplace/datasets \
  | jq '.datasets
        | group_by(.created_at | .[0:19])
        | map({ts: .[0].created_at | .[0:19], n: length})
        | sort_by(-.n)'

[
  { "ts": "2026-03-11T17:24:32", "n": 11 },   ← 11 products inserted in ONE SECOND
  { "ts": "2026-01-17T10:08:33", "n": 1  },
  { "ts": "2026-01-17T10:09:33", "n": 1  },
  ... (8 products in 7 consecutive minutes on Jan 17) ...
  { "ts": "2026-04-12T00:00:00", "n": 2  },
  { "ts": "2026-05-01T00:00:00", "n": 1  }
]

Before luel.ai, they were vidcoin.ai

$ whois vidcoin.ai | grep "Creation Date"
Creation Date: 2025-10-09T01:06:28Z

$ whois luel.ai | grep "Creation Date"
Creation Date: 2025-11-23T08:51:57Z   # +45 days

$ curl -sI https://vidcoin.ai/ | head -3
HTTP/2 307
location: https://www.luel.ai/

$ curl -s https://www.luel.ai/api/categories | jq '.data[].created_at' | sort -u
"2025-10-09T03:46:31.253496+00:00"

$ dig +short cdn.vidcoin.ai
(empty — NXDOMAIN)

luel.ai's seed announcement says the company was "founded in 2025 by William Namgyal, CEO, and Inigo Lenderking, COO." It does not mention the prior name. Six of their dataset cards — all created during the vidcoin era — still serve their preview imagery from cdn.vidcoin.ai, a hostname that no longer resolves: Doctor-Patient Consultation, Telugu Expressive TTS, Spanish Finance, Egocentric Accessibility, Nighttime Traffic Audio, Spanish-English Contact Center.

Contributors describe a wage-theft pattern. Luel built a dashboard widget for it.

Contributors on Reddit (r/SharpBoys, r/JobPH, r/Botswana, April–May 2026) and Trustpilot describe a consistent pattern: get paid for a stretch, accumulate a balance, then get banned for "script mismatch" before the balance clears. r/SharpBoys, "Luel AI is a SCAM" (17 comments): "This people are taking 99% of our data and giving us Peanuts or No funds at all."

luel.ai's production JavaScript bundle ships a first-class admin dashboard widget for tracking that exact failure mode:

// from www.luel.ai/_next/static/chunks/04h8918acn.dr.js
usePendingPayoutCounts → fetch("/api/admin/pending-payout-counts")
useJournalistQueueCount → fetch("/api/admin/journalist-queue")

The chronology

About this post

A public-surface receipts drop by @NotOnKetamine.

Every claim above is sourced from luel.ai's own URLs — public product APIs, public server-rendered catalog pages, its production JavaScript bundle, the Internet Archive's Wayback snapshots, and the WHOIS records for vidcoin.ai and luel.ai — or from openly indexed third-party posts cited inline. These endpoints are public by design; this post reconciles that public surface against the fundraising claims. No authenticated access required. No PII collected. No exploitation attempted.

Paste the following to reproduce every receipt on this page:

whois vidcoin.ai | grep "Creation Date"
whois luel.ai    | grep "Creation Date"
curl -sI https://vidcoin.ai/ | head -3
dig +short cdn.vidcoin.ai
curl -s https://www.luel.ai/api/categories | jq '.data[].created_at' | sort -u
curl -s https://www.luel.ai/api/marketplace/datasets \
  | jq '.datasets | group_by(.created_at | .[0:19])
                  | map({ts: .[0].created_at | .[0:19], n: length})
                  | sort_by(-.n)'
for p in 1 2 3; do curl -s "https://www.luel.ai/api/tasks?page=$p"; done \
  | jq -rs '[.[].listings[].organizations.name]
            | group_by(.) | map({name: .[0], count: length}) | sort_by(-.count)'
for p in 1 2 3; do curl -s "https://www.luel.ai/api/tasks?page=$p"; done \
  | jq -s '[.[].listings[]] | map(select(.max_submissions == 0)) | map(.title)'
for p in 1 2 3; do curl -s "https://www.luel.ai/api/tasks?page=$p"; done \
  | jq -s '[.[].listings[]] | map(select(.max_submissions_reached == false)
    | {title, cats:[.listing_categories[].category.name], rate_per_min:.payout_per_minute_cents})'

Not affiliated with luel.ai, kled.ai, General Catalyst, Lightspeed Venture Partners, Y Combinator, or any party named above.