Revelio Labs

Revelio Labs is a workforce intelligence company that builds a universal HR database from public professional profiles, job postings, employee reviews, and WARN layoff notices. It maps more than 1.1 billion profiles across 20 million+ companies and 5,000+ skills into standardized datasets covering workforce dynamics (headcount, hiring and attrition flows, transitions), job postings (the COSMOS dataset), sentiment, layoffs, and individual-level user, position, education, and skill files. The data is delivered through a REST API, bulk data feeds, and an interactive dashboard, letting investors, corporations, and researchers analyze companies, labor markets, and talent trends in near real time.

Revelio Labs is listed with 1 API on the APIs.io network. Tagged areas include Company, Workforce Intelligence, Labor Market Data, HR Analytics, and Talent Analytics.

Revelio Labs’ developer surface includes documentation, engineering blog, signup flow, support, and 13 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

18.5/100 emerging ▬ flat Agent 0/100 human only Front door AI 2/6 trace Heartbeat 100/100 alive saas Full breakdown ↓
scored 2026-11-13 · rubric v0.28.0 · Show this score on your site →

1 API

Company Workforce Intelligence Labor Market Data HR Analytics Talent Analytics People Analytics Data

Kin Score

Kin Score How this is scored →
scored 2026-11-13 · rubric v0.28.0

Composite quality — 18.5/100 · emerging

Contract Quality 0.0 / 21

Developer Ergonomics 4.5 / 17

Access Clarity 5.4 / 17

Operational Transparency 0.5 / 11

Contract Governance 0.0 / 10

Discoverability 6.2 / 9

Regulatory Posture 1.2 / 15

Agent readiness — 0/100 · human only

Machine-Readable Contract 0 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 0 / 6

MCP Server 0 / 12

Machine-Readable Auth 0 / 10

Idempotency 0 / 9

Stable Error Semantics 0 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 0 / 7

Typed Event Surface 0 / 6

Agent Skills 0 / 5

Well-Known Catalog 0 / 4

Consent & Bot Identity 0 / 3

A2A Agent Card 0 / 8

Dry-Run / Simulate Mode 0 / 4

Delegated User Identity 0 / 6

Protected Resource Metadata 0 / 5

Registration Without a Human 0 / 6

Agentic Commerce Well-Known Document 0 / 5

Pagination 5 / 5

Distinct Operations 3 / 3

MCP Tool Quality 6 / 6

Regulatory Posture applies to this provider. Its tags matched the Horizontal (data, software, accessibility, platform) regime, so Regulatory Posture carries 15 points of the composite. If this regime is wrong for your business, say so on your provider repo — the applicability map is public and we will correct it.

Create-or-Update Ergonomics could not be measured. We hold no machine-readable contract for this provider to read, so there is nothing to measure a write surface against. Excluded rather than scored zero: never-measured and measured-empty are different facts. Publishing an OpenAPI is what makes this facet — and several others — scorable at all.

The six quality facets above are damped to 85 points between them, because the conditional facet above carries the other 15. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 85% of its nominal weight, not 100%. The full arithmetic is at apis.io/rating/.

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Agent readiness — checks not met, largest first (exact, from this profile):

Machine-Readable Contract +18 pts — api_specs includes an OpenAPI document Ask about this →
MCP Server +12 pts — deployment.mode + probe verdict on the mcp/ manifest, not the pointer; an unprobed slug falls back to authorship Ask about this →
Agentic Access Contract +10 pts — agentic_access artifact present (x-agentic-access), graded by author Ask about this →
Machine-Readable Auth +10 pts — a served openid-configuration/oauth-authorization-server carrying `issuer` (served), else the securitySchemes class in the provider OpenAPIs — bound (mutualTLS, DPoP, Signature) > negotiable (oauth2 authorizationCode/clientCredentials, openIdConnect) > bearer (http bearer, apiKey) Ask about this →
Idempotency +9 pts — OpenAPI mutating operations declare an idempotency key — a header, a request-body property, or a named de-duplication token whose own description says so (verified); else common[].type matches /idempoten/i (documented) Ask about this →
Stable Error Semantics +8 pts — OpenAPI $refs a shared error schema across 4xx/5xx responses (verified), else common[].type includes ErrorCatalog / ErrorCodes / DeclineCodes Ask about this →

13 more unmet checks in the Agent Readiness table above.

Kin Score — facets with the most composite points still available (weight × headroom):

Contract Quality scores 0.0 — up to +25.0 composite points Ask about this →
Developer Ergonomics scores 26.2 — up to +14.8 composite points Ask about this →
Access Clarity scores 31.9 — up to +13.6 composite points Ask about this →

Each check links to what satisfies it. Publish the artifact, or tell us where it already lives, and the score moves on the next scoring run.

Not sure how this applies to your stack? Ask about any one item. Kin Lane reads every question, looks at your profile and your situation, and replies with what a fix would take — scoped to that one area, priced up front, yours whether you ship it or not. Ask a question →

Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. Every facet and dimension name above is a link: it opens that measurement's own page — what it means, the exact checks that feed it, how the whole catalog distributes on it, and the providers at the top of it. This rating is computed from the provider profile at artifacts.apis.io/revelio-labs/apis.yml: open an issue on github.com/api-evangelist/revelio-labs to ask a question or point us at an artifact you publish. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

Markets this provider is in provisional

The Kin Score Market layer reads a provider inside its market: its position, and how deep its integrations go. Depth is only comparable within a position. Provisional and unweighted: not part of the Kin Score or agent readiness.

Market	Position	Depth	Registered MCP server	Declares compatibility
Data Marketplaces (data providers on cloud data platforms)	distribution	9.6 (thin)	-	-

Registered MCP server and declares compatibility are report only — not weighted. Undeclared means we found nothing we can read, so there is no number: we never infer integrations.

APIs 1

Individual APIs this provider publishes, each with its own machine-readable definition.

Revelio Labs Data API

REST API for programmatic access to Revelio Labs' workforce intelligence datasets — workforce dynamics, job postings (COSMOS), sentiment, layoffs, and individual-level files — r...

Terms of Service 1

What its API terms permit and prohibit, quoted from its own page.

Revelio Labs

11 quoted statements, read from Revelio Labs's own page on 2026-11-10.

TERMS

Privacy & Data 1

Its role, the data it processes, retention and transfers, quoted from its own privacy page.

Revelio Labs

13 quoted statements, read from Revelio Labs's own page on 2026-11-10.

PRIVACY

Eligibility 1

Who may sign up and where, quoted from its own terms.

Revelio Labs

4 quoted statements, read from Revelio Labs's own page on 2026-11-10.

ELIGIBILITY

AI Preferences 1

Its stance on AI training, inference and agents, quoted from its own pages.

Revelio Labs

1 quoted statement, read from Revelio Labs's own page on 2026-11-10.

AI PREFS

Data License 1

How its data and outputs may be reused, quoted from its own terms.

Revelio Labs

3 quoted statements, read from Revelio Labs's own page on 2026-11-10.

LICENSE

Security Posture 1

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Revelio Labs Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Resources

Get Started 3

Portal, sign-up, and the first successful call

DeveloperPortal

DeveloperPortal

SignUp

SignUp

Login

Documentation 2

Reference material describing how the API behaves

Documentation

Documentation

AIPreferences

AIPreferences

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

LLMsTxt

LLMsTxt

Build 1

SDKs, sample code, and the tooling you integrate with

GitHubOrganization

GitHubOrganization

Access & Security 1

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Operate 1

Status, limits, changes, and where to get help

Support

Support

Commercial 4

Pricing, plans, and the legal terms of use

TermsOfService

PrivacyPolicy

UsageTerms

DataLicense

Company 2

The organization behind the API

Website

Website

Blog

Blog

Other 2

Properties that don't map to a standard resource type

DataProcessing

DataProcessing

Eligibility

Eligibility

Source (apis.yml)

x-docs-platform: sphinx
x-docs-platform-confidence: medium
x-docs-platform-checked: 2026-10-04
x-docs-hosting: aws-cloudfront
x-enrichment:
  date: '2026-07-20'
  status: minimal
  artifacts_added: 2
  pass: local-v1
aid: revelio-labs
name: Revelio Labs
description: Revelio Labs is a workforce intelligence company that builds a universal HR database from public professional
  profiles, job postings, employee reviews, and WARN layoff notices. It maps more than 1.1 billion profiles across 20 million+
  companies and 5,000+ skills into standardized datasets covering workforce dynamics (headcount, hiring and attrition flows,
  transitions), job postings (the COSMOS dataset), sentiment, layoffs, and individual-level user, position, education, and
  skill files. The data is delivered through a REST API, bulk data feeds, and an interactive dashboard, letting investors,
  corporations, and researchers analyze companies, labor markets, and talent trends in near real time.
url: https://raw.githubusercontent.com/api-evangelist/revelio-labs/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- techstars
x-tier: stub
x-tier-reason: portfolio-lead
deliveryModel:
  model: saas
  open_source: false
  commercial: true
  callable_host: false
  label: Hosted service · you call their endpoint
  confidence: medium
  source:
  - pricing
  generated: '2026-08-28'
  method: derived
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  source:
  - security
  generated: '2026-11-13'
  method: derived
specificationVersion: '0.23'
created: '2026-07-17'
modified: '2026-07-20'
image: https://www.reveliolabs.com/static/rl-logo-meta-image-96544d38919e52c97a23480ba1080d38.png
tags:
- Company
- Workforce Intelligence
- Labor Market Data
- HR Analytics
- Talent Analytics
- People Analytics
- Data
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
apis:
- name: Revelio Labs Data API
  description: REST API for programmatic access to Revelio Labs' workforce intelligence datasets — workforce dynamics, job
    postings (COSMOS), sentiment, layoffs, and individual-level files — returning standardized company, role, skill, geography,
    and demographic segments in near real time.
  humanURL: https://www.data-dictionary.reveliolabs.com/
  baseURL: https://api.reveliolabs.com
  tags:
  - Workforce Intelligence
  - Labor Market Data
  properties:
  - type: Documentation
    url: https://www.data-dictionary.reveliolabs.com/
common:
- type: DomainSecurity
  url: security/revelio-labs-domain-security.yml
- type: LLMsTxt
  url: llms/revelio-labs-llms.txt
- type: Website
  url: https://reveliolabs.com/
- type: DeveloperPortal
  url: https://www.data-dictionary.reveliolabs.com/
- type: Documentation
  url: https://www.data-dictionary.reveliolabs.com/
- type: Blog
  url: https://www.reveliolabs.com/blog/
- type: SignUp
  url: https://account.reveliolabs.com/signup
- type: Login
  url: https://account.reveliolabs.com/login
- type: Support
  url: https://www.reveliolabs.com/demo/
- type: TermsOfService
  url: https://www.reveliolabs.com/terms/
- type: PrivacyPolicy
  url: https://www.reveliolabs.com/privacy/
- type: GitHubOrganization
  url: https://github.com/reveliolabs
- type: UsageTerms
  url: terms/revelio-labs-terms-of-service.yml
- type: DataProcessing
  url: privacy/revelio-labs-privacy-policy.yml
- type: Eligibility
  url: eligibility/revelio-labs-eligibility.yml
- type: AIPreferences
  url: ai-preferences/revelio-labs-ai-preferences.yml
- type: DataLicense
  url: data-license/revelio-labs-data-license.yml

Revelio Labs API — frequently asked questions

Does Revelio Labs have an API?

Yes. APIs.io lists 1 API from Revelio Labs, including Revelio Labs Data API.

Is the Revelio Labs API ready for AI agents?

Revelio Labs has a Kin Score of 18.5 out of 100 (emerging) and an Agent Readiness score of 0.0 (human-only), scored by API Evangelist on 2026-11-13.

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