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Published method

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.

2-parent-0a795154068bbe41

Version

Jul 27, 2026

Published

3

Boards

hr-recruiting-platforms-prompt-insights

Method ID

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

  • The prompt boards are re-run in rotation, about one category a day, so each board refreshes every few weeks and shows the date of its snapshot.

Boards

Boards using this version

BoardPrimary measureRowsConfidenceSnapshotBoard versionRefreshBoard
HR buying prompt leaderspublic-prompt-leading-brand-consensus16100%Sep 27, 20262-parent-0a795154068bbe41Rotating scheduleOpen the board: HR buying prompt leaders
HR engine disagreementpublic-prompt-engine-disagreement16100%Sep 27, 20262-parent-0a795154068bbe41Rotating scheduleOpen the board: HR engine disagreement
HR & Recruiting Prompt Citation Opportunitiespublic-prompt-leading-brand-owned-citation-gap16100%Sep 27, 20262-parent-0a795154068bbe41Rotating scheduleOpen the board: HR & Recruiting Prompt Citation Opportunities

Versioned contract

Complete measurement ledger

Cohort

Not specified.

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.

Enter your website. In about two minutes, Rank.ai asks ChatGPT, Claude and Gemini 12 questions your customers ask and grades how often they name you.

  • Your grade out of 100How often AI names you, cites your site, and how high it ranks you.
  • Who gets namedEvery competitor in the answers, most named first.
  • The pages AI readsThe sources behind each answer.
  • Three fixesWhat to fix first, with a brief for the first article.