Is there a cheap alternative to Revelio Labs workforce intelligence?

Partially. Some of the product is free public data (BLS OEWS (occupational wages); O*NET (skills/task taxonomy); DOL LCA + PERM disclosure files (visa wages, employers)), but part of its value is genuinely proprietary. Government-layer wage/visa analytics per-call at $0.10–0.50 vs $85k bulk.

What data does Revelio Labs workforce intelligence actually use?

Two layers: (1) analytics over free government labor data — arbitragable; (2) a scraped professional-profile panel — NOT safely rebuildable (see traps). Key sources: BLS OEWS (occupational wages) — US public domain; O*NET (skills/task taxonomy) — free with attribution; DOL LCA + PERM disclosure files (visa wages, employers) — US public domain.

Is it legal to rebuild Revelio Labs workforce intelligence from public data?

Facts and public-domain government data are not copyrightable, but there are real traps here: hiQ v. LinkedIn ended in a $500k judgment and injunction — profile/posting scraping is not a safe foundation O*NET requires attribution This is research, not legal advice.

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Revelio Labs workforce intelligence: what you're actually paying for

Partially — some of it is free public data, some is genuinely proprietary

Revelio Labs workforce intelligence typically costs ~$85,000 (AWS Data Exchange listed price). Part of what it sells is free public data (BLS OEWS (occupational wages); O*NET (skills/task taxonomy); DOL LCA + PERM disclosure files (visa wages, employers)); part is genuinely proprietary. Two layers: (1) analytics over free government labor data — arbitragable; (2) a scraped professional-profile panel — NOT safely rebuildable (see traps).

The free public data underneath

Source	License	Access
BLS OEWS (occupational wages)	US public domain	bls.gov API
O*NET (skills/task taxonomy)	free with attribution	onetcenter.org
DOL LCA + PERM disclosure files (visa wages, employers)	US public domain	dol.gov quarterly files

Rebuild recipe

Wage benchmarking from OEWS; skills mapping from O*NET
H-1B/PERM employer wage red-flag checks from DOL disclosure files
Do NOT scrape job postings or profiles

DIY difficulty: low for the government layer

The price math

Government-layer wage/visa analytics per-call at $0.10–0.50 vs $85k bulk.

Licensing and legal traps

hiQ v. LinkedIn ended in a $500k judgment and injunction — profile/posting scraping is not a safe foundation
O*NET requires attribution

The pay-per-call alternative, live today:

https://talentpulse.theaslangroupllc.com (workforce analytics live)
https://immigrationpulse.theaslangroupllc.com (visa intel live)

TalentPulse / CareerPulse / ImmigrationPulse — no subscription, no seat license, USDC per call via x402. Agents can pay programmatically.

Decompose any data product programmatically: GET https://pulse.theaslangroupllc.com/api/unbundle?product=Revelio — $1.00 per call via x402. 22 products decomposed; honest misses for everything else.

Research as of 2026-07-06 by The Aslan Group LLC (info@theaslangroupllc.com). Product names are used nominatively to identify the products analyzed; all trademarks belong to their owners. Pricing is as publicly reported or contract-disclosed at research time and may change. This is research for build-vs-buy evaluation, not legal advice — verify licenses against the primary source before building.