Category profile
Candidate sourcing AI
Tools that find, rank, and match candidates against requisitions — often built on long-lived candidate graphs or aggregated public data.
§ Vendors
29 ranked vendors in this category
Includes primary and secondary matches.
№ 01
Greenhouse
67DEnd-to-end applicant tracking system and structured-hiring platform, now layered with 'Greenhouse AI' features such as resume parsing, Talent Matching, and interview summarisation.
- Strongest
- Weakest
- Article 11 Technical Documentation
- Customer Documentation
№ 02
Eightfold AI
64DTalent intelligence platform offering candidate matching, internal mobility, and career-site personalization on top of a deep-learning talent graph.
- Strongest
- Weakest
- Bias Audit Transparency
- Customer Documentation
№ 03
SmartRecruiters
62DSmartRecruiters is an enterprise applicant tracking system and talent acquisition suite whose AI layer (the Winston assistant plus SmartAssistant/Winston Match) screens, ranks, and matches candidates to requisitions to support recruiter decisions.
- Strongest
- Weakest
- Bias Audit Transparency
- Customer Documentation
№ 04
Beamery
61DTalent CRM and sourcing platform that maintains a long-lived candidate pipeline, with AI-driven matching and skills inference.
- Strongest
- Weakest
- Bias Audit Transparency
- FRIA Support
№ 05
Sense
58FSense is a conversational AI talent engagement platform that screens, scores, matches, and schedules candidates for high-volume recruiting via chatbot, SMS/WhatsApp, and voice AI on top of a customer's ATS.
- Strongest
- Weakest
- Bias Audit Transparency
- Customer Documentation
№ 06
Tezi
58FTezi's product "Max" is an autonomous AI recruiting agent that sources passive candidates, screens and ranks inbound applications via conversational chat, and schedules interviews, integrating with ATS and calendar tools.
- Strongest
- Weakest
- Bias Audit Transparency
- Customer Documentation
№ 07
Findem
58FAI talent-intelligence platform that uses 'attribute'/3D-data enrichment over 850M+ candidate profiles to power candidate search, sourcing, talent CRM, and agentic recruiting workflows.
- Strongest
- Weakest
- Bias Audit Transparency
- Customer Documentation
№ 08
Juicebox (PeopleGPT)
57FJuicebox (PeopleGPT) is an AI talent-sourcing search engine that lets recruiters find, rank, and reach candidates across 800M+ public profiles using natural-language queries instead of Boolean search, with an "Autopilot" agent that scores and ranks profiles against job criteria.
- Strongest
- Weakest
- Bias Audit Transparency
- Customer Documentation
№ 09
Ashby
56FAshby is an all-in-one recruiting platform combining applicant tracking, CRM/sourcing, scheduling, and analytics, with embedded AI features including resume-to-criteria evaluation, AI-assisted application review, sourcing outreach, and scheduling agents.
- Strongest
- Weakest
- Article 11 Technical Documentation
- Customer Documentation
№ 10
Cornerstone OnDemand
56FCornerstone OnDemand is an enterprise talent-management and learning suite whose Cornerstone Galaxy platform uses AI-driven skills extraction and matching (including the acquired SkyHive Skills Models) to power recruiting, candidate screening, and workforce development.
- Strongest
- Weakest
- Article 11 Technical Documentation
- Customer Documentation
№ 11
Workday Recruiting AI
56FAI features built into Workday Recruiting, including candidate-skill matching and recruiter productivity tools, surfaced inside the Workday ATS.
- Strongest
- Weakest
- Article 11 Technical Documentation
- Post-Market Monitoring
№ 12
Gem
55FGem is an AI-first recruiting platform combining a talent CRM, AI sourcing and outreach automation, candidate engagement, and a newer applicant tracking system with AI-powered application review and ranking.
- Strongest
- Weakest
- Bias Audit Transparency
- Customer Documentation
№ 13
iCIMS
55FEnterprise talent-acquisition / applicant tracking platform (the iCIMS Talent Cloud) that adds optional AI features — Candidate Ranking, Talent Match, and a GPT-powered Copilot — to source, rank, and engage candidates.
- Strongest
- Weakest
- Bias Audit Transparency
- Customer Documentation
№ 14
Bullhorn
54FBullhorn is a cloud-based applicant tracking system and CRM for staffing and recruiting agencies, with AI features (Bullhorn Copilot/Amplify, automation, and Textkernel-powered search and match) that source, screen, and rank candidates against jobs.
- Strongest
- Weakest
- Article 11 Technical Documentation
- Post-Market Monitoring
№ 15
SAP SuccessFactors Recruiting
53FSAP SuccessFactors Recruiting is the recruiting module of SAP's cloud HCM suite, using AI (career-site skills matching, job-description generation, resume skills extraction and stack-ranking of applicants) delivered under SAP Business AI and the Joule assistant.
- Strongest
- Weakest
- Article 11 Technical Documentation
- Post-Market Monitoring
№ 16
Phenom
52FTalent experience platform combining a career site CMS, candidate CRM, internal mobility, and conversational AI for screening and scheduling.
- Strongest
- Weakest
- Bias Audit Transparency
- Post-Market Monitoring
№ 17
HiredScore
52FAI-driven talent orchestration layer that ranks and routes candidates within an existing ATS. Acquired by Workday in 2024.
- Strongest
- Weakest
- Article 11 Technical Documentation
- Post-Market Monitoring
№ 18
Textkernel
51FTextkernel provides AI-powered CV/resume and job parsing, semantic search, and candidate-job matching technology (including the acquired Sovren engine) embedded inside ATS, job board, and HR systems.
- Strongest
- Weakest
- Article 11 Technical Documentation
- Post-Market Monitoring
№ 19
Lever
49FLever is an AI-powered applicant tracking system and recruiting CRM that centralizes sourcing, candidate relationship management, AI candidate matching (Talent Fit), and hiring analytics for high-growth employers.
- Strongest
- Weakest
- Article 11 Technical Documentation
- Customer Documentation
№ 20
Oracle Recruiting
49FOracle Recruiting (part of Oracle Fusion Cloud HCM, formerly Oracle Recruiting Cloud) is an enterprise applicant tracking system whose embedded AI suggests and ranks candidates, finds similar candidates, and generates 0-5 generative-AI match ratings against job requisitions to assist recruiters.
- Strongest
- Weakest
- Article 11 Technical Documentation
- Post-Market Monitoring
№ 21
Workable
48FWorkable is an all-in-one applicant tracking system and HR platform whose AI feature layer (Workable AI / Workable Agent) sources, screens, scores, and matches candidates and drafts recruiting content within the recruiting workflow.
- Strongest
- Weakest
- Article 11 Technical Documentation
- FRIA Support
№ 22
Covey
47FCovey is an AI recruiting platform whose Covey Scout product trains generative-AI bots from plain-language hiring criteria to source, evaluate, and rank candidate profiles for outbound sourcing and inbound applicant screening.
- Strongest
- Weakest
- Bias Audit Transparency
- Post-Market Monitoring
№ 23
Jobvite
45FJobvite is an enterprise applicant tracking and talent acquisition suite (part of Employ Inc.) that uses AI for candidate matching, intelligent messaging, and screening, with explanations of why candidates fit a role.
- Strongest
- Weakest
- Article 11 Technical Documentation
- FRIA Support
№ 24
Fountain
44FAI-powered high-volume hiring platform that automates sourcing, applicant screening (including a voice-based AI Recruiter), interview scheduling, and onboarding for frontline workforces.
- Strongest
- Weakest
- Article 11 Technical Documentation
- Customer Documentation
№ 25
hireEZ
42FAI-powered outbound recruiting platform that sources, matches, screens, engages, and schedules candidates on top of a customer's existing ATS.
- Strongest
- Weakest
- Data Governance Disclosure
- FRIA Support
№ 26
SeekOut
34FSourcing platform aggregating public profile data into a searchable talent index, with AI-assisted candidate matching and outreach.
- Strongest
- Weakest
- Bias Audit Transparency
- Customer Documentation
№ 27
Entelo
33FEntelo is an AI-powered talent sourcing and diversity-recruiting platform that aggregates hundreds of millions of public candidate profiles and applies predictive machine-learning models to score, rank, and surface (including underrepresented) candidates for recruiters.
- Strongest
- Weakest
- Data Governance Disclosure
- Customer Documentation
№ 28
Moonhub
30FMoonhub is an AI recruiting platform whose agents (Qualify AI, Engage AI, Monitor AI) search, score, outreach to, and engage candidates across more than a billion public and proprietary profiles, working alongside human expert recruiters who vet candidates before presenting them.
- Strongest
- Weakest
- Data Governance Disclosure
- Post-Market Monitoring
№ 29
Mercor
23FMercor is an AI talent platform that runs automated 20-minute AI video interviews and semantic resume/profile matching to vet, score, and place candidates and expert contractors, and offers an enterprise applicant-screening product that scores employers' applicant pools against role rubrics with pass/fail recommendations.
- Strongest
- Weakest
- Human Oversight Design
- Bias Audit Transparency