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May 2026During its seed raise, Luel said it turned down three acquisition offers.
SourceTurning everyday words and actions into usable training data.
Company research
Public company, workplace, funding, and market signals
Overview
Luel is a San Francisco-based AI training data marketplace and multimodal lab that sources, licenses, and collects rights-cleared human and multimodal data for frontier AI teams, with a global contributor network and a compliance-first, audit-ready workflow.
Primary product
Rights-cleared multimodal data marketplace + custom collection engine
Founded
2025
Headquarters
584 Castro Street #2294, San Francisco, CA 94114, United States
Team size
11-50 employees
Work style
Remote
Industry
Software Development
Sub-industry
AI training data marketplace
Offices
584 Castro Street #2294, San Francisco, CA 94114
San Francisco Bay Area
Business model
two-sided marketplace
custom dataset collection
off-the-shelf dataset licensing
re-licensing / catalog sales
revenue-share marketplace listings
Funding
Stage
Seed
Total raised
$31.8M
Latest round
Seed · May 2026
Latest amount
$31.2M
People & investors
Work & culture
Fast-paced, high-trust, founder-led, and execution-oriented; public messaging emphasizes rapid shipping, direct founder exposure, and real contribution.
Work style
Remote
Compensation
Public signals point to paid contributor tasks, daily payouts, and paid internship postings; no public employee salary bands were disclosed.
Benefits
daily payouts for approved contributor work
real cash payouts instead of points or gift cards
flexible task-based work from phone
Discord community support
Product & market
Pricing
Flexible enterprise pricing: flat fee, per-minute pricing, or revenue share depending on dataset and licensing structure.
Differentiators
- —rights-cleared data with consent evidence
- —chain-of-title and QA logs for procurement/compliance
- —custom collections delivered within days
- —global contributor network at scale
- —multimodal coverage across audio, video, and sensor data
- —catalog datasets that can be re-licensed
- —compliance-first positioning (SOC, GDPR, CCPA, HIPAA)
- —built for edge cases and bespoke requests
Technology
proprietary continuous data engine
Luel Trace desktop app
multi-stage QA pipeline
consent evidence tracking
chain-of-title tracking
audit logging
PII audits
Stripe payments
Customers
frontier AI labs
generative AI teams
robotics companies
speech research teams
major social platforms
universities
hospitals
banks
machine learning research groups
Competitors
Scale AI
Appen
iMerit
Defined.ai
Human Archive
Mecka
Supervisely
Kled
Scale & contact
Estimated revenue
Around $2M ARR (reported by StartupHub.ai in June 2026)
Estimated monthly visits
2M
Signals & risks
Latest news
StartupHub.ai · Jun 2026
StartupHub reported Luel as a fast-growing rights-cleared data marketplace with 500K contributors across 96 countries and roughly $2M ARR, and discussed its positioning against competitors such as Scale AI and Appen.
Business Insider · May 2026
Business Insider covered a public dispute in which Kled founder Avi Patel accused Luel of copying his startup’s concept and website; the piece framed the episode as a broader startup-category feud and reputational risk.
Luel · May 2026
Official seed-round announcement: Luel said it raised $31.2M led by General Catalyst and Lightspeed, identified its founders, described its human-data marketplace, and noted it turned down three acquisition offers during the raise.
Lightspeed Venture Partners · May 2026
Lightspeed’s investment post confirms the seed financing, explains the market thesis, and highlights Luel’s contributor network, multimodal focus, and differentiators versus legacy data vendors.
Y Combinator · Feb 2026
YC’s launch page describes Luel as a rights-cleared multimodal data marketplace and collection engine for AI teams, with custom collections, vetted contributors, and audit-ready delivery.
Jobs and careers at Luel
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