Recruiting and HR AEO: JobPosting Schema, Salary Benchmark Data, and Employer Brand Content
Recruiting and HR AEO targets one of the highest-volume, most consistently AI-searched query categories: the career research and job search journey. Salary queries, employer research, interview preparation, and career path guidance are all informational question queries that AI systems actively answer from cited sources - creating substantial AEO opportunities for job boards, recruiting agencies, HR platforms, and career publishers that build the right schema and content infrastructure.
For structured data context, see Structured Data for AEO and Unique Data Strategy.
Recruiting and HR AEO - 3 Core Components
JobPosting schema
JobPosting schema enables Google Jobs, AI job recommendation answers, and voice job search queries to surface individual job listings with machine-readable requirements, compensation, and location data. Required properties for full AEO eligibility: title, hiringOrganization (Organization with name and sameAs), datePosted, validThrough (expiry date - critical for freshness signals), jobLocation (PostalAddress or remote indicator), baseSalary (MonetaryAmount with minValue, maxValue, currency, unitText for period), employmentType ('FULL_TIME', 'PART_TIME', 'CONTRACTOR'), and description with structured content.
{
"@type": "JobPosting",
"title": "Senior Product Manager",
"datePosted": "2026-03-01",
"validThrough": "2026-05-01",
"hiringOrganization": {
"@type": "Organization",
"name": "Acme Corp",
"sameAs": "https://www.acmecorp.com"
},
"jobLocation": {
"@type": "Place",
"address": {
"@type": "PostalAddress",
"addressLocality": "San Francisco",
"addressRegion": "CA",
"addressCountry": "US"
}
},
"jobLocationType": "TELECOMMUTE",
"baseSalary": {
"@type": "MonetaryAmount",
"currency": "USD",
"value": {
"@type": "QuantitativeValue",
"minValue": 130000,
"maxValue": 165000,
"unitText": "YEAR"
}
},
"employmentType": "FULL_TIME"
}