Editorial Team
Who Writes for Recruiting Tech Reviews
Every buyer guide, comparison, and review on this site is written by practitioners who have sat on both sides of the AI recruiting procurement table — as buyers and as evaluators. We do not publish vendor-contributed content or sponsored reviews.
Editorial Research Team
Platform Evaluation and Buyer Guide Authors
Our core research team holds direct experience in enterprise TA leadership, HR technology procurement, and staffing operations. Members have managed AI recruiting tool deployments at organizations ranging from regional staffing agencies to Fortune 500 talent acquisition teams. All buyer guide authors apply our published 100-point evaluation rubric to every platform reviewed.
Coverage areas
- Voice AI and structured interviewing platforms
- ATS integration depth and field-level write-back
- Enterprise procurement and RFP evaluation
- Staffing agency AI stack design
Industry Vertical Analysts
Use-Case and Sector Coverage
Sector-specific coverage is written by contributors with direct hiring experience in the industries covered. Healthcare and caregiver content is reviewed by former home care operations leaders. QSR and retail content reflects hands-on high-volume hiring experience. Transportation and logistics content is developed with input from CDL and logistics workforce practitioners.
Coverage areas
- Healthcare and home care hiring workflows
- QSR and multi-location retail hiring operations
- Warehouse, logistics, and CDL candidate pipelines
- Customer service and contact center recruiting
Research and Data Analysts
Academic Coverage, Pricing Research, and Market Mapping
Our research desk monitors peer-reviewed literature from SSRN, NBER, and business school publications covering algorithmic hiring, voice AI bias research, and HR technology efficacy studies. Pricing benchmarks are updated quarterly based on procurement intelligence gathered through consultation requests and vendor disclosure.
Coverage areas
- Peer-reviewed academic research on voice AI and automated hiring
- AI recruiting pricing benchmarks and fee structure analysis
- Market category mapping and vendor landscape tracking
- Evaluation methodology development and rubric maintenance
Institutional Authorship: Our Approach
Recruiting Tech Reviews uses institutional authorship rather than named individual bylines. This is a deliberate editorial choice, not an omission. In a category where vendors actively court individual reviewers with platform access, free trials, and advisory relationships, named individual authorship creates structural conflicts of interest that institutional authorship avoids.
Our institutional teams operate with clear separation: the research team that evaluates platforms does not consult for them. Industry vertical analysts do not receive vendor compensation. Data analysts do not advise on vendor pricing strategy. Editorial decisions are made by the research team, not by business relationships.
All content is attributed to the team with primary responsibility for research and drafting. Major buyer guides and reviews are reviewed by at least one additional team member before publication. Evaluation scores are assigned by the research team using the published 100-point rubric and documented in internal scoring records.
How Content Gets Published
Research brief
The research team identifies a buyer question — a specific decision a TA leader, staffing agency, or HR technology procurement team is trying to make. The brief defines the scope, the audience, and the evaluation criteria before writing begins.
Primary research
For platform reviews: live demos using our standardized 100-point rubric, integration verification with reference customers, and pricing confirmation through procurement channels. For use-case guides: practitioner interviews and review of operational data from consultation requests.
Challenger teaching framework
Content is structured to reframe the evaluation question before answering it. We do not simply answer 'which tool is best.' We teach buyers what the right evaluation criteria are, why their current approach may miss what matters, and then apply those criteria to available options.
Internal review
All buyer guides and reviews are reviewed by a second team member before publication — with specific focus on factual accuracy, rubric consistency, and framing. Evaluation scores are checked against the documented rubric record.
Publication and maintenance
Content is published with a last-reviewed date and is reviewed on a rolling 12-month cycle. Platform reviews are updated when significant product changes occur. Vendors may submit factual correction requests; we respond within five business days.
Editorial Standards
All platforms reviewed on this site are evaluated against our published 100-point rubric. We do not accept payment for editorial coverage, do not publish sponsored content, and do not allow vendors to review or approve articles before publication. Vendors may submit factual correction requests, which we review and respond to within five business days.
Our Methodology
All platform evaluations use our documented 100-point rubric. The rubric weights, demo scripts, integration depth criteria, and update cadence are published and maintained as living documents.