Published method
Public HR & Recruiting brand benchmark
4-hr-recruiting-platforms-2026-07-27-models-64232fd32583
Version
Jul 27, 2026
Published
7
Boards
public-hr-recruiting-platforms
Method ID
Where the facts come from
- Providers
- Provider
openai
- Configured Model
openai/gpt-4o-mini
- Provider
anthropic
- Configured Model
anthropic/claude-haiku-4-5
- Provider
gemini
- Configured Model
google/gemini-2.5-flash
- Provider Views
- Provider
openai
- Board Slug
hr-recruiting-platforms-brand-openai-visibility
- Primary Metric Slug
public-prompt-openai-brand-recommendation-presence
- Provider
anthropic
- Board Slug
hr-recruiting-platforms-brand-anthropic-visibility
- Primary Metric Slug
public-prompt-anthropic-brand-recommendation-presence
- Provider
gemini
- Board Slug
hr-recruiting-platforms-brand-gemini-visibility
- Primary Metric Slug
public-prompt-gemini-brand-recommendation-presence
- Provider Matrix Version
64232fd32583
How the order is produced
recommendation-prompt presence descending; mention coverage, engine breadth, mention share, citation share, then entity slug
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
| Board | Primary measure | Rows | Confidence | Snapshot | Board version | Refresh | Board |
|---|---|---|---|---|---|---|---|
| HR & recruiting platform rank | public-prompt-brand-recommendation-presence | 12 | 100% | Sep 27, 2026 | 4-hr-recruiting-platforms-2026-07-27-models-64232fd32583 | Rotating schedule | Open the board: HR & recruiting platform rank |
| HR platform presence | public-prompt-brand-mention-coverage | 12 | 100% | Sep 27, 2026 | 4-hr-recruiting-platforms-2026-07-27-models-64232fd32583 | Rotating schedule | Open the board: HR platform presence |
| HR platform citation share | public-prompt-brand-citation-share | 12 | 100% | Sep 27, 2026 | 4-hr-recruiting-platforms-2026-07-27-models-64232fd32583 | Rotating schedule | Open the board: HR platform citation share |
| HR platform engine breadth | public-prompt-brand-engine-breadth | 12 | 100% | Sep 27, 2026 | 4-hr-recruiting-platforms-2026-07-27-models-64232fd32583 | Rotating schedule | Open the board: HR platform engine breadth |
| HR platforms in OpenAI model API answers | public-prompt-openai-brand-recommendation-presence | 12 | 100% | Sep 27, 2026 | 4-hr-recruiting-platforms-2026-07-27-models-64232fd32583 | Rotating schedule | Open the board: HR platforms in OpenAI model API answers |
| HR platforms in Anthropic model API answers | public-prompt-anthropic-brand-recommendation-presence | 12 | 100% | Sep 27, 2026 | 4-hr-recruiting-platforms-2026-07-27-models-64232fd32583 | Rotating schedule | Open the board: HR platforms in Anthropic model API answers |
| HR platforms in Gemini model API answers | public-prompt-gemini-brand-recommendation-presence | 12 | 100% | Sep 27, 2026 | 4-hr-recruiting-platforms-2026-07-27-models-64232fd32583 | Rotating schedule | Open the board: HR platforms in Gemini model API answers |
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
Category
hr-recruiting-platforms
Providers
- Provider
openai
- Configured Model
openai/gpt-4o-mini
- Provider
anthropic
- Configured Model
anthropic/claude-haiku-4-5
- Provider
gemini
- Configured Model
google/gemini-2.5-flash
Cost Policy
- Cost Basis
Provider-reported LLM cost returned by the existing AI Rank provider/cache layer.
- Maximum Daily Billed Cost Usd
2.00
- Maximum Daily Provider Calls
60
- Maximum Daily Provider Attempts Including Retries
72
Limitations
- This is one response per prompt/provider pair in each run; model output can vary between runs.
- The fixed 16-prompt HR & Recruiting category does not estimate general market share or brand awareness.
- Presence share and citation share are relative only to the reviewed 12-brand universe; untracked brands are excluded from those denominators.
- OpenAI, Anthropic, and Google are both evaluated brands and configured model providers; no self-provider bias correction is applied.
Rank Formula
recommendation-prompt presence descending; mention coverage, engine breadth, mention share, citation share, then entity slug
Answer Policy
- Published Evidence
answer hashes, deterministic bounded brand counts, and deduplicated URL-derived citation counts
- Full Provider Answers Published
No
- Full Provider Answers Stored In Public Index
No
Corpus Version
hr-recruiting-platforms-2026-07-27
Provider Views
- Provider
openai
- Board Slug
hr-recruiting-platforms-brand-openai-visibility
- Primary Metric Slug
public-prompt-openai-brand-recommendation-presence
- Provider
anthropic
- Board Slug
hr-recruiting-platforms-brand-anthropic-visibility
- Primary Metric Slug
public-prompt-anthropic-brand-recommendation-presence
- Provider
gemini
- Board Slug
hr-recruiting-platforms-brand-gemini-visibility
- Primary Metric Slug
public-prompt-gemini-brand-recommendation-presence
Runner Version
4
Canonical Brands
- Name
Workday HCM
- Aliases
- Workday HCM
- Workday Human Capital Management
- Entity Slug
workday-hcm
- Primary Domain
workday.com
- Citation Domains
- workday.com
- doc.workday.com
- Case Sensitive Aliases
- Name
SAP SuccessFactors
- Aliases
- SAP SuccessFactors
- SuccessFactors HCM
- Entity Slug
sap-successfactors
- Primary Domain
sap.com
- Citation Domains
- sap.com
- help.sap.com
- Case Sensitive Aliases
- Name
Oracle Cloud HCM
- Aliases
- Oracle Cloud HCM
- Oracle Fusion Cloud HCM
- Entity Slug
oracle-cloud-hcm
- Primary Domain
oracle.com
- Citation Domains
- oracle.com
- docs.oracle.com
- Case Sensitive Aliases
- Name
ADP Workforce Now
- Aliases
- ADP Workforce Now
- Entity Slug
adp-workforce-now
- Primary Domain
adp.com
- Citation Domains
- adp.com
- Case Sensitive Aliases
- Name
UKG Pro
- Aliases
- UKG Pro
- UKG
- Entity Slug
ukg-pro
- Primary Domain
ukg.com
- Citation Domains
- ukg.com
- community.ukg.com
- Case Sensitive Aliases
- UKG
- Name
Rippling
- Aliases
- Rippling
- Entity Slug
rippling
- Primary Domain
rippling.com
- Citation Domains
- rippling.com
- Case Sensitive Aliases
- Name
Deel
- Aliases
- Deel
- Deel HR
- Entity Slug
deel
- Primary Domain
deel.com
- Citation Domains
- deel.com
- Case Sensitive Aliases
- Deel
- Name
BambooHR
- Aliases
- BambooHR
- Entity Slug
bamboohr
- Primary Domain
bamboohr.com
- Citation Domains
- bamboohr.com
- documentation.bamboohr.com
- Case Sensitive Aliases
- Name
Gusto
- Aliases
- Gusto
- Gusto Payroll
- Entity Slug
gusto
- Primary Domain
gusto.com
- Citation Domains
- gusto.com
- Case Sensitive Aliases
- Gusto
- Name
Greenhouse
- Aliases
- Greenhouse
- Greenhouse Recruiting
- Entity Slug
greenhouse
- Primary Domain
greenhouse.com
- Citation Domains
- greenhouse.com
- support.greenhouse.io
- Case Sensitive Aliases
- Greenhouse
- Name
Lever
- Aliases
- Lever
- Lever ATS
- Entity Slug
lever
- Primary Domain
lever.co
- Citation Domains
- lever.co
- help.lever.co
- Case Sensitive Aliases
- Lever
- Name
Ashby
- Aliases
- Ashby
- Ashby Recruiting
- Entity Slug
ashby
- Primary Domain
ashbyhq.com
- Citation Domains
- ashbyhq.com
- Case Sensitive Aliases
- Ashby
Benchmark Version
4-hr-recruiting-platforms-2026-07-27-models-64232fd32583
Evaluation Surface
- Search
A common Rank.ai web-search tool is available to all three configured models.
- Gateway
Rank.ai's configured OpenRouter-compatible gateway
- Not Consumer Products
Results measure the configured model/API runs, not the ChatGPT, Claude, or Gemini consumer application interfaces.
Strict Completeness
- Prompt Count
16
- Provider Count
3
- Required Successful Runs
48
Measurement Semantics
- Confidence
A value of 1.0 means the complete frozen cohort passed the deterministic extraction and publication gates; it is not a statistical confidence interval.
- Citation Share Denominator
Distinct answer-level HTTP(S) citation URLs whose URL-derived hostname matches any reviewed brand domain.
- Presence Share Denominator
The sum of reviewed-brand answer-presences. One answer may contribute presence to multiple brands.
- Mention Coverage Denominator
48 answers: all 16 prompts multiplied by 3 configured providers.
- Provider Citation Share Denominator
Distinct reviewed-brand-domain citations within the named configured model API provider's 20-answer cohort.
- Recommendation Presence Denominator
24 answers: recommendation-intent prompts multiplied by 3 configured providers.
- Provider Mention Coverage Denominator
16 prompts for the named configured model API provider.
- Provider Recommendation Presence Denominator
8 recommendation-intent prompts for the named configured model API provider.
Provider Matrix Version
64232fd32583
Recommendation Semantics
Presence means mentioned or cited in an answer to a recommendation-intent prompt. It does not claim positive recommendation, endorsement, or sentiment.
See how often AI names you.
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.