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hanxueyuan

Indeed

by hanxueyuan · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ✓ Security Clean
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Install in OpenClaw
/install indeed
Description
Indeed is the world's #1 job search platform, aggregating over 600 million unique resumes and processing more than 250 million new job listings monthly. Owne...
README (SKILL.md)

历史时间线

Indeed's founding reads like a classic "scratch your own itch" story. Paul Forster, a former management consultant at McKinsey, couldn't find a good way to search for jobs across multiple sites. His co-founder Rony Kahan was an engineer who had built search technology at InfoSpace.

  • December 2004 — Indeed launches as a job search aggregator, scraping and indexing jobs from company career pages, staffing agencies, and job boards. Unlike Monster or CareerBuilder, Indeed didn't host jobs — it found them.
  • 2005–2006 — Rapid growth as employers realize that Indeed drives more applicants than traditional job boards. Indeed's SEO strategy is brilliant: every job posting creates a unique, indexed page.
  • 2007 — Launches Employer Direct, allowing companies to post jobs directly and pay per click. This is the pivotal moment — shifting from aggregator to advertiser platform.
  • 2010 — Indeed's traffic surpasses Monster for the first time. comScore data shows Indeed pulling in 50M+ unique visitors monthly vs. Monster's 30M.
  • March 2012 — Japanese recruiting giant Recruit Holdings acquires Indeed for $1.05B. At the time, Indeed was generating roughly $200M in annual revenue. Recruit's bet looks prescient in hindsight.
  • November 2016 — Recruit completes a tender offer valuing Indeed at $3B, effectively buying out remaining shareholders.
  • 2017–2019 — Indeed invests heavily in AI-powered matching, salary estimation tools, and the Indeed Hiring Platform — an end-to-end recruiting solution with applicant tracking built in.
  • March 2020 — COVID-19 hits. Job postings on Indeed plummet 40%+ in April 2020 as employers freeze hiring. The crisis accelerates Indeed's push into remote work tools.
  • 2021–2022 — Massive rebound. Indeed becomes the primary platform for the "Great Resignation" hiring wave. Revenue for Recruit's Indeed segment exceeds $3B annually.
  • 2023 — Indeed launches AI-powered job description writing tools, skills-based matching, and expands into assessment and video interview features. The platform now handles the full recruiting funnel.

商业模式

Indeed's monetization is elegantly simple: pay-per-click sponsored jobs.

Employers post jobs for free (organic listings), but those posts quickly bury in the feed. To stay visible, employers pay to "sponsor" their listings, which appear prominently in search results. Employers are charged each time a job seeker clicks on their sponsored post — essentially a search advertising model applied to jobs, where Indeed plays the Google to employers' advertisers.

The pricing is auction-based, with cost-per-click determined by competition for specific job titles, skills, and geographies. A software engineering role in San Francisco costs significantly more per click than a retail position in rural Ohio.

Additional revenue streams:

  • Resume Database access — Employers pay to search Indeed's 600M+ resume repository, competing directly with LinkedIn Recruiter.
  • Indeed Hiring Platform — A subscription-based ATS with scheduling, messaging, and assessment tools.
  • Programmatic advertising — Enterprise employers use Indeed's API to automate job spending across thousands of requisitions.

The beauty of this model is that Indeed doesn't need to create content — employers create the job posts for free, seekers drive the traffic, and employers pay to reach them. It's a three-sided marketplace where each side reinforces the others.

护城河分析

Search volume dominance is Indeed's core moat. With 350M+ unique visitors monthly, Indeed captures roughly 75% of all job search traffic globally. This creates a self-reinforcing cycle: employers post on Indeed because that's where the seekers are, and seekers go to Indeed because that's where the jobs are.

SEO and content flywheel — Every indexed job creates a page that ranks in Google. With hundreds of millions of pages, Indeed dominates long-tail job search queries. "Accountant jobs in Boise" — Indeed ranks #1. This organic traffic is essentially free and incredibly hard for competitors to replicate.

Data advantage in matching — 600M+ resumes, billions of job seeker interactions, and decades of placement data give Indeed unmatched insight into salary trends, skill demand, and hiring velocity. This data powers increasingly sophisticated matching algorithms that improve outcomes for both seekers and employers.

Switching costs for employers — Once an employer builds their Indeed advertising strategy, tracks their cost-per-hire metrics, and integrates with their ATS, switching to a competitor means losing accumulated data and optimization. The programmatic advertising layer locks in enterprise accounts at scale.

关键数据

Metric Value Date
Monthly unique visitors 350M+ 2024
Resumes in database 600M+ 2024
New job listings monthly 250M+ 2024
Countries of operation 60+ 2024
Parent company revenue (Indeed segment) ~$3.5B+ FY 2023
Job search traffic market share ~75% 2023
Parent company Recruit Holdings (TYO: 6098)

Indeed's revenue per sponsored click varies wildly — from $0.50 for entry-level retail roles to $15+ for specialized tech positions. The average cost-per-hire through Indeed is estimated at $300–500, significantly below traditional agency fees of $5,000–25,000.

有趣事实

Indeed's salary estimation algorithm is so trusted that it has become the de facto standard for salary transparency across the internet. When job seekers want to know what a role pays, they check Indeed — not Glassdoor, not the Bureau of Labor Statistics. The company processes enough salary data from job postings and user-submitted information that its estimates are more accurate than most government surveys for tech and white-collar roles.

Paul Forster, the co-founder, chose the name "Indeed" specifically because it works as an answer to a question: "Are you looking for a job?" — "Indeed." He wanted a word that felt like a natural affirmation of the job search experience.

Usage Guidance
This skill appears to be a benign, read-only company profile and is internally consistent with that purpose. It will not access your files, install software, or ask for credentials. Two practical cautions: (1) provenance is unknown — the registry metadata shows no homepage and an opaque owner ID, so if you need authoritative or current data prefer official sources (indeed.com, official reports, or the Indeed API). (2) If a future version of this skill requests credentials, installs packages, or adds an install spec, re-evaluate before granting access. Otherwise it is low-risk and mainly useful as an offline/company-reference content piece.
Capability Analysis
Type: OpenClaw Skill Name: indeed Version: 1.0.0 The skill bundle contains purely informational and encyclopedic content regarding the company Indeed, its history, and its business model. There is no executable code, system access, or malicious prompt injection identified in SKILL.md or _meta.json.
Capability Tags
cryptocan-make-purchases
Capability Assessment
Purpose & Capability
Skill name, description, and SKILL.md all present an informational company profile / market analysis of Indeed. There are no unexpected requirements (no env vars, binaries, or config paths) that would be disproportionate to an informational skill.
Instruction Scope
SKILL.md is static content (history, business model, metrics, analysis) and contains only contextual 'read_when' guidance. It does not instruct the agent to run shell commands, read local files, access environment variables, or transmit data to external endpoints beyond normal skill invocation.
Install Mechanism
No install spec and no code files — the skill is instruction-only. Nothing will be downloaded or written to disk by an installer.
Credentials
The skill declares no required environment variables, no primary credential, and no config paths. There are no requested secrets or credentials, which is proportional for an informational/encyclopedic skill.
Persistence & Privilege
Flags are default (always: false, user-invocable: true). The skill does not request permanent presence or elevated privileges and does not modify other skills or system-wide settings.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install indeed
  3. After installation, invoke the skill by name or use /indeed
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release — comprehensive Indeed overview. - Covers Indeed's origin, growth milestones, and major product shifts from aggregator to full recruiting platform. - Explains business model: pay-per-click sponsored jobs, resume database access, and subscription ATS. - Details competitive advantages in search traffic, SEO-driven growth, data, and employer switching costs. - Presents key statistics on user base, job volume, revenue, and market share. - Includes unique facts about Indeed's salary data accuracy and naming origins.
Metadata
Slug indeed
Version 1.0.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is Indeed?

Indeed is the world's #1 job search platform, aggregating over 600 million unique resumes and processing more than 250 million new job listings monthly. Owne... It is an AI Agent Skill for Claude Code / OpenClaw, with 88 downloads so far.

How do I install Indeed?

Run "/install indeed" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Indeed free?

Yes, Indeed is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Indeed support?

Indeed is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Indeed?

It is built and maintained by hanxueyuan (@hanxueyuan); the current version is v1.0.0.

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