# Industry Specialized Recruitment — Meta ads research Category research. Brand directory deferred. Edition: October 2026. Page updated: 2026-10-11. ## Account AOV aggregate No publishable AOV benchmark. - Status: unavailable_insufficient_cohort - Scope: The exact category cohort does not support a publishable AOV aggregate. - Status reviewed: 2026-10-11T14:11:15.987274+00:00 - Period: No publishable aggregate; underlying reporting period not supplied Median and middle 50% of account-level average order values. Each account value is purchase ROAS multiplied by cost per purchase in USD. Successful classifications, including manual corrections, with positive finite spend, purchases, ROAS and cost per purchase. Accounts are counted once with equal weight. Quartiles use linear interpolation. Root cohorts include direct root classifications and their child categories; exact-child cohorts exclude parent and sibling categories. The source selects the highest-spend coverage row per account among snapshots dated within the preceding 30 days; the underlying reporting period is not supplied. This is a dated aggregate advertising-data snapshot, not business-wide AOV or a census. Source: [Madgicx Research & Labs](https://madgicx.com/labs/industries/recruitment-hr-services/industry-specialized-recruitment#benchmark) Directory status: deferred. Final brand research and logo placement are pending. ## Research questions ### Does a healthcare recruitment ad response establish a vetted candidate? In a May 2022 US healthcare-staffing example, AMN describes candidate interest followed by recruiter review and credential-related support. Report interest, reviewed fit and verified readiness as distinct stages where the provider confirms them. An application or response alone does not establish that the candidate meets a facility’s requirements. [Source](https://www.amnhealthcare.com/amn-insights/managed-services-programs/blog/recruiter-advantage-amn-healthcare-recruiting/) · [Answer permalink](https://madgicx.com/labs/industries/recruitment-hr-services/industry-specialized-recruitment#answer-leadservices1-industry-specialized-recruitment-1) Citation: Madgicx Research & Labs. Industry Specialized Recruitment. Does a healthcare recruitment ad response establish a vetted candidate? In a May 2022 US healthcare-staffing example, AMN describes candidate interest followed by recruiter review and credential-related support. Report interest, reviewed fit and verified readiness as distinct stages where the provider confirms them. An application or response alone does not establish that the candidate meets a facility’s requirements. Source: https://www.amnhealthcare.com/amn-insights/managed-services-programs/blog/recruiter-advantage-amn-healthcare-recruiting/ Answer: https://madgicx.com/labs/industries/recruitment-hr-services/industry-specialized-recruitment#answer-leadservices1-industry-specialized-recruitment-1 ### What should a specialized recruitment ad clarify about the role being matched? In a May 2022 US healthcare-staffing example, AMN discusses candidate skills and priorities alongside facility fit. Make the advertised role context concrete and route responses to the relevant recruiting process. Generic interest in healthcare work does not establish fit for the specific assignment or a confirmed placement. [Source](https://www.amnhealthcare.com/amn-insights/managed-services-programs/blog/recruiter-advantage-amn-healthcare-recruiting/) · [Answer permalink](https://madgicx.com/labs/industries/recruitment-hr-services/industry-specialized-recruitment#answer-leadservices1-industry-specialized-recruitment-2) Citation: Madgicx Research & Labs. Industry Specialized Recruitment. What should a specialized recruitment ad clarify about the role being matched? In a May 2022 US healthcare-staffing example, AMN discusses candidate skills and priorities alongside facility fit. Make the advertised role context concrete and route responses to the relevant recruiting process. Generic interest in healthcare work does not establish fit for the specific assignment or a confirmed placement. Source: https://www.amnhealthcare.com/amn-insights/managed-services-programs/blog/recruiter-advantage-amn-healthcare-recruiting/ Answer: https://madgicx.com/labs/industries/recruitment-hr-services/industry-specialized-recruitment#answer-leadservices1-industry-specialized-recruitment-2 ### Why separate employer staffing requests from candidate responses in specialist recruitment? In a May 2022 US healthcare-staffing example, AMN describes both employer staffing needs and an ongoing candidate pipeline. Give those journeys separate destinations and conversion definitions. A clinical professional expressing availability is supply-side interest; it does not establish that a facility commissioned recruitment or purchased staffing services. [Source](https://www.amnhealthcare.com/amn-insights/managed-services-programs/blog/recruiter-advantage-amn-healthcare-recruiting/) · [Answer permalink](https://madgicx.com/labs/industries/recruitment-hr-services/industry-specialized-recruitment#answer-leadservices1-industry-specialized-recruitment-3) Citation: Madgicx Research & Labs. Industry Specialized Recruitment. Why separate employer staffing requests from candidate responses in specialist recruitment? In a May 2022 US healthcare-staffing example, AMN describes both employer staffing needs and an ongoing candidate pipeline. Give those journeys separate destinations and conversion definitions. A clinical professional expressing availability is supply-side interest; it does not establish that a facility commissioned recruitment or purchased staffing services. Source: https://www.amnhealthcare.com/amn-insights/managed-services-programs/blog/recruiter-advantage-amn-healthcare-recruiting/ Answer: https://madgicx.com/labs/industries/recruitment-hr-services/industry-specialized-recruitment#answer-leadservices1-industry-specialized-recruitment-3 ### How can specialist recruitment creative describe fit without demographic shortcuts? US EEOC guidance addresses discriminatory job advertising and job-related selection tests. Express the advertised requirement through relevant skills and role criteria, with appropriate review, rather than demographic preferences. This is a US employment-content boundary, not an assertion about Meta targeting options or every jurisdiction. [Source](https://www.eeoc.gov/prohibited-employment-policiespractices) · [Answer permalink](https://madgicx.com/labs/industries/recruitment-hr-services/industry-specialized-recruitment#answer-leadservices1-industry-specialized-recruitment-4) Citation: Madgicx Research & Labs. Industry Specialized Recruitment. How can specialist recruitment creative describe fit without demographic shortcuts? US EEOC guidance addresses discriminatory job advertising and job-related selection tests. Express the advertised requirement through relevant skills and role criteria, with appropriate review, rather than demographic preferences. This is a US employment-content boundary, not an assertion about Meta targeting options or every jurisdiction. Source: https://www.eeoc.gov/prohibited-employment-policiespractices Answer: https://madgicx.com/labs/industries/recruitment-hr-services/industry-specialized-recruitment#answer-leadservices1-industry-specialized-recruitment-4 ### Is an AOV benchmark available for this category? No publishable AOV benchmark is available. The exact category cohort does not support a publishable AOV aggregate. Parent and sibling benchmarks are not substituted. [Source](https://madgicx.com/labs/industries/recruitment-hr-services/industry-specialized-recruitment#benchmark) · [Answer permalink](https://madgicx.com/labs/industries/recruitment-hr-services/industry-specialized-recruitment#answer-benchmark-status) Citation: Madgicx Research & Labs. Industry Specialized Recruitment. Is an AOV benchmark available for this category? No publishable AOV benchmark is available. The exact category cohort does not support a publishable AOV aggregate. Parent and sibling benchmarks are not substituted. Source: https://madgicx.com/labs/industries/recruitment-hr-services/industry-specialized-recruitment#benchmark Answer: https://madgicx.com/labs/industries/recruitment-hr-services/industry-specialized-recruitment#answer-benchmark-status ### Can I download this industry research? The exports section provides this edition in Markdown and JSON, along with a research index. This private draft is not licensed for public redistribution. [Source](https://madgicx.com/labs/industries/recruitment-hr-services/industry-specialized-recruitment#reuse) · [Answer permalink](https://madgicx.com/labs/industries/recruitment-hr-services/industry-specialized-recruitment#answer-download-research) Citation: Madgicx Research & Labs. Industry Specialized Recruitment. Can I download this industry research? The exports section provides this edition in Markdown and JSON, along with a research index. This private draft is not licensed for public redistribution. Source: https://madgicx.com/labs/industries/recruitment-hr-services/industry-specialized-recruitment#reuse Answer: https://madgicx.com/labs/industries/recruitment-hr-services/industry-specialized-recruitment#answer-download-research ### How should I cite a finding from this page? When reuse is permitted, credit Madgicx Research & Labs and link to the exact source. Keep its snapshot date and scope. This private draft is not licensed for public redistribution. [Source](https://madgicx.com/labs/industries/recruitment-hr-services/industry-specialized-recruitment#reuse) · [Answer permalink](https://madgicx.com/labs/industries/recruitment-hr-services/industry-specialized-recruitment#answer-cite-research) Citation: Madgicx Research & Labs. Industry Specialized Recruitment. How should I cite a finding from this page? When reuse is permitted, credit Madgicx Research & Labs and link to the exact source. Keep its snapshot date and scope. This private draft is not licensed for public redistribution. Source: https://madgicx.com/labs/industries/recruitment-hr-services/industry-specialized-recruitment#reuse Answer: https://madgicx.com/labs/industries/recruitment-hr-services/industry-specialized-recruitment#answer-cite-research