Machine Hiring vs. RecruiterPM Comparison Chart

Humanly is an AI-first recruiting platform that helps talent teams hire in days, not months—without adding headcount. Our intuitive CRM pairs with powerful agentic AI to engage and screen every candidate instantly, surfacing top talent fast. Built on insights from over 4 million candidate interactions, Humanly delivers speed, structure, and consistency at scale—engaging 100% of interested candidates and driving pipeline growth through targeted outreach and smart re-engagement. We integrate seamlessly with all major ATSs to reduce manual work, improve data flow, and enhance recruiter efficiency and candidate experience. Independent audits ensure our AI remains fair and bias-free, so you can hire confidently.

ZipRecruiter (NYSE: ZIP) is a leading online employment marketplace that connects millions of job seekers with companies of all sizes. Our sophisticated and reliable AI-matching technology is at the core of everything we do—and by analyzing billions of user interactions, it’s always getting smarter. It improves the job search experience for millions of people every month and helps businesses of all sizes find and hire the right candidates quickly. This is why we are trusted by businesses around the globe and are committed to supporting our customers. With one click, employers can send their job postings to more than 100 job sites across the web, identify the best applicants, and notify them to apply. Visit us at ZipRecruiter.com

Discover candidates’ real skills - not just their resumes - with Canditech’s candidate evaluation platform. Canditech helps HR professionals and hiring managers make fast, confident, and objective hiring decisions - based on how candidates actually perform on the job. Companies using Canditech cut up to 80% of unnecessary interviews, saving valuable time while improving quality of hire. The platform offers pre-employment assessments that simulate real-world tasks and measure both technical and soft skills, including: - Coding, SQL and Excel challenges - Business writing and open-text responses - Soft skills like critical thinking, problem-solving and communication - One-way structured video interviews All assessments are auto-scored - reducing bias and ensuring consistency. See how candidates will perform in the role - before they’re hired.

Skillfully transforms hiring through AI-powered skill simulations that show you how candidates actually perform before you hire them. Our platform helps companies cut through AI-generated resumes and rehearsed interviews by validating real capabilities in action. Through dynamic job specific simulations and skill-based assessments, companies like Bloomberg and McKinsey have cut screening time by 50% while dramatically improving hire quality. Key features: Dynamic job simulations that test real-world capabilities AI-powered skill validation across technical and soft skills Automated screening that identifies top performers early Seamless ATS integration Performance-based interview guides Detailed candidate insights and analytics Bias-free, objective evaluation process Results include 74% lower hiring costs, 50% faster hiring process, and 10x improvement in candidate conversion rates.

Greenhouse is the only hiring platform you’ll ever need. Their industry-leading, AI-powered software supports every stage of your hiring process – from sourcing to onboarding – helping you make the best hires, faster, every time. More than just an ATS, Greenhouse is a true hiring partner, empowering companies to reduce recruiting costs and hire top talent quickly, consistently and fairly. Today, more than 7,500 customers across diverse industry verticals and scaling goals use Greenhouse to help them hire for what’s next.

Transformify (TFY): One platform for global hiring and contractor management. Hire smarter with an AI-powered ATS, stay compliant, and manage talent worldwide without multiple tools. TFY unifies applicant tracking, team onboarding, compliance, contractor payments, and billing automation in a single, powerful platform, eliminating the need for multiple disconnected tools. 🔍 Why TFY? A Unified Solution in a Fragmented Market While many platforms focus on just one piece of the workforce ecosystem — such as traditional ATS software or global payroll/EOR services, TFY combines both worlds to deliver a true end-to-end experience. Winner of 2025 British Recruitment Award and GBEA .

Workable is an all-in-one HR platform that helps businesses find great candidates, hire faster, and manage their teams more effectively. With a world-class Applicant Tracking System and a flexible HRIS, it’s your system of record for everything HR. With Workable, you can: 1. Source talent: Post to 200+ job boards and access 400M+ candidate profiles 2. Simplify hiring: Use AI-powered screening, self-scheduled interviews, and automated offer management 3. Manage employees: Automate onboarding, store HR data, and handle performance reviews 4. Track time & attendance: Manage time off, monitor work hours, and generate payroll reports 5. Leverage AI: Source candidates,write personalized emails, and create interview kits effortlessly Workable is designed to be easy to use, with a mobile app for on-the-go management and outstanding customer support. Our software is trusted by over 30,000 companies in more than 100 countries, helping them build high-performance teams.

Folks is a complete HR platform built for Canadian SMBs, combining four seamlessly integrated products to help you hire, manage, develop, and pay your team — all in one place. With Folks HRIS, centralize employee records, onboarding, time tracking, and compliance. Folks ATS streamlines recruitment with smart sourcing, job board integrations, and applicant tracking. Folks Performance supports growth through continuous performance management, evaluations, and career development. Folks Payroll ensures smooth, compliant payroll processing directly within the same system. Together, these solutions create a unified, people-first HR experience that boosts productivity and simplifies your daily operations.

RemotePeople is a leading Employer of Record (EOR) platform, trusted by top global companies to manage their international workforce. We help businesses efficiently recruit, hire, pay, and manage employees and contractors across 150+ countries, ensuring compliance with local labor laws and payroll regulations. Our platform simplifies global expansion, offering secure and compliant solutions that allow you to confidently scale your team worldwide. Remote People Services: Employer of Record (EOR) Compliantly hire employees in 150+ countries, handling all legal and HR responsibilities. Global Payroll & Benefits Accurate, multi-currency payroll and locally compliant benefits. Contractor Management Onboard, manage, and pay contractors in compliance with worker classification laws. International Recruitment Access top global talent with our expertise. Background Checks Conduct thorough background screenings for secure hiring.

Jobma is an intelligent AI video interviewing and assessment platform trusted by companies globally. It offers a range of hiring automation tools, including asynchronous one-way video interviewing, live video interviewing, interview scheduling, technical assessments, and more. The platform is built with ethical AI at its core, with features like AI scoring and proctoring designed to prevent unconscious bias in hiring and save thousands in costs and hundreds of hours in hiring time. Key Features: - AI scoring and proctoring for secure, data-driven evaluation - Skill validation with assessments for any role - Works across all devices: Desktop and mobile browser support, and mobile apps for iOS and Android - Human support via live chat, email, and phone for both employers and candidates - Smart AskAI bot for instant, natural language assistance Jobma is SOC 2 Type II and ISO/IEC 27001 Certified, and fully GDPR and CCPA Compliant.