Public HR & Recruiting prompt leaders, engine disagreement, and citation opportunity
Derives prompt-level brand leaders, cross-engine brand-set disagreement, and leading-brand owned-citation opportunity from the complete public Rank.ai benchmark cohort.
- Version
- 2-parent-0a795154068bbe41
- Published
- Jul 27, 2026
- Live boards
- 3
- Method ID
- hr-recruiting-platforms-prompt-insights
Where the facts come from
- Providers
- openai
- anthropic
- gemini
- Provider Matrix Version
64232fd32583
How the order is produced
The board publishes its primary raw measure without an undisclosed transformation.
When the method reruns
- daily
Boards using this version
Only live, quality-gated boards appear. Each board opens on the exact published table and evidence path.
| Board | Primary measure | Rows | Confidence | Freshness | Board version | Cadence | Evidence |
|---|---|---|---|---|---|---|---|
| HR & Recruiting Prompt Brand Leadershr-recruiting-platforms-prompt-brand-leaders | public-prompt-leading-brand-consensus | 16 | 100% | current | 2-parent-0a795154068bbe41 | daily | Open board → |
| HR & Recruiting Engine Disagreement by Prompthr-recruiting-platforms-prompt-engine-disagreement | public-prompt-engine-disagreement | 16 | 100% | current | 2-parent-0a795154068bbe41 | daily | Open board → |
| HR & Recruiting Prompt Citation Opportunitieshr-recruiting-platforms-prompt-citation-opportunity | public-prompt-leading-brand-owned-citation-gap | 16 | 100% | current | 2-parent-0a795154068bbe41 | daily | Open board → |
Complete measurement ledger
These fields are stored with the methodology version. A changed contract must publish a new version before comparable movement can resume.
Prompts
- Slug
best-hcm-platform
- Text
Which human capital management platforms are best for core HR, talent, payroll, workforce planning, analytics, and employee experience?
- Intent
recommendation
- Slug
enterprise-global-hcm
- Text
Recommend a global enterprise HCM suite for complex organizations, multiple countries, security, governance, integrations, and workforce analytics.
- Intent
recommendation
- Slug
midmarket-hr-payroll
- Text
Which HR platforms are best for a mid-market company that needs payroll, benefits, time, performance, recruiting, and employee self-service?
- Intent
recommendation
- Slug
small-business-hr-payroll
- Text
Recommend an HR and payroll platform for a small business that needs simple onboarding, benefits, compliance, support, and transparent pricing.
- Intent
recommendation
- Slug
global-employment-platform
- Text
Which workforce platforms are strongest for global payroll, employer-of-record services, contractor management, compliance, and local support?
- Intent
recommendation
- Slug
best-applicant-tracking-system
- Text
Recommend an applicant tracking system for structured hiring, sourcing, scheduling, interviews, analytics, compliance, and integrations.
- Intent
recommendation
- Slug
recruiting-platform-high-growth
- Text
Which recruiting platforms are best for a high-growth company that needs an ATS, candidate CRM, sourcing, scheduling, and deep analytics?
- Intent
recommendation
- Slug
hr-platform-ai
- Text
Which HR platforms provide the strongest governed AI for recruiting, employee support, talent mobility, workforce planning, and manager workflows?
- Intent
recommendation
- Slug
hr-platform-buying-criteria
- Text
Compare HR platforms on core records, payroll, talent, recruiting, global coverage, analytics, integrations, AI, governance, and support.
- Intent
commercial
- Slug
hr-platform-pricing
- Text
How should a buyer compare HR software pricing across employees, payroll runs, modules, countries, implementation, support, and services?
- Intent
commercial
- Slug
hr-platform-proof-of-concept
- Text
Create a proof-of-concept scorecard for HR platforms covering workflow completion, payroll accuracy, reporting, adoption, integration, and administration.
- Intent
commercial
- Slug
ats-proof-of-concept
- Text
Compare applicant tracking systems on recruiter speed, candidate experience, scheduling, structured interviews, analytics, and implementation.
- Intent
commercial
- Slug
hr-platform-lock-in
- Text
Which criteria expose data portability, implementation, service, and migration lock-in risk when choosing a strategic HR platform?
- Intent
commercial
- Slug
hr-platform-security-compliance
- Text
Compare HR vendors on identity, payroll controls, privacy, auditability, data residency, retention, accessibility, and regional compliance.
- Intent
commercial
- Slug
hr-platform-enterprise-shortlist
- Text
Create a shortlist of HR and recruiting vendors for a global company modernizing core HCM, payroll, talent, and hiring.
- Intent
commercial
- Slug
hr-platform-consolidation
- Text
When should a company consolidate HR, payroll, IT provisioning, finance, recruiting, talent, and workforce analytics on one platform?
- Intent
commercial
Providers
- openai
- anthropic
- gemini
Corpus Version
hr-recruiting-platforms-2026-07-27
Leader Formula
Highest provider presence; then total deterministic alias mentions, reviewed-domain citations, and brand slug.
Empty Set Policy
Two empty provider brand sets have zero disagreement.
Leader Semantics
Leading means most consistently present among reviewed brands. It does not claim endorsement or positive sentiment.
Disagreement Formula
100 multiplied by the mean pairwise Jaccard distance among the reviewed-brand sets surfaced by configured engines.
Raw Answers Published
No
Provider Matrix Version
64232fd32583
Owned Citation Gap Formula
Leading-brand engine consensus minus leading-brand owned-citation engine coverage.
Parent Methodology Version
4-hr-recruiting-platforms-2026-07-27-models-64232fd32583
Owned Citation Coverage Formula
Configured engines whose answer cites the leading reviewed brand's canonical domains divided by configured engines.