AI-Powered Recruiting Tools

AI-powered ATS and recruitment CRM built for agencies and HR teams.

• +Very affordable pricing for feature set
• +Intuitive and easy to learn
• +Good AI candidate matching

OpenAI's conversational AI used by recruiters for writing InMails, job descriptions, screening questions, and personalized outreach at scale.

• +Higher candidate response rates
• +Saves hours on manual outreach
• +Consistent messaging at scale

Automated sourcing tool that delivers candidate batches directly to your inbox.

• +Saves significant time on sourcing
• +Easy to set up and use
• +Human-verified candidate quality

Conversational AI assistant that automates candidate screening and scheduling.

• +Dramatically reduces time-to-schedule
• +Excellent candidate experience via conversational UI
• +Strong multi-language capabilities

All-in-one recruiting platform with built-in analytics, ATS, CRM, and scheduling.

• +Best built-in analytics of any ATS
• +All-in-one reduces tool sprawl
• +Modern UI and fast performance

Dean DaCosta's custom OSINT sourcing tool. Powerful search capabilities aggregating multiple sourcing channels for recruiters.

• +Eliminates manual talent search across platforms
• +Reaches beyond job boards into passive talent pools
• +Smarter candidate-job fit through machine learning

AI note-taker built for recruiting interviews. Automatically generates structured interview notes so recruiters can focus on the conversation.

• +Flexible scheduling for candidates
• +Consistent interview evaluation
• +Time savings on initial screening

All-in-one ATS and CRM for recruitment agencies. AI-powered candidate matching, email automation, and pipeline management.

• +Unified view across jobs, candidates, and stages
• +Team members can review and score candidates together
• +End-to-end pipeline moves significantly faster

Anthropic's AI assistant used by recruiters for drafting vacancy texts, creating boolean strings, writing personalized candidate messages, and summarizing CVs.

• +Higher candidate response rates
• +Saves hours on manual outreach
• +Consistent messaging at scale

Data enrichment and outreach automation platform. Build automated recruiting workflows that enrich candidate data from 75+ sources and personalize outreach.

• +Higher candidate response rates
• +Saves hours on manual outreach
• +Consistent messaging at scale

Design platform for creating job posts, social media content, and employer brand materials. AI-powered templates.

• +Higher quality applicants
• +Lower cost-per-hire
• +Stronger reputation

Video messaging platform used by recruiters for personalized candidate outreach, job previews, and async updates.

• +Multi-channel approach increases candidate reply rates
• +Saves time
• +Templated sequences ensure professional communication

AI-powered outbound recruiting platform for sourcing and engaging talent.

• +Excellent sourcing depth across open web
• +Strong diversity and inclusion filters
• +Intuitive Chrome extension

Conversational AI for screening, scheduling, and interview note-taking.

• +Strong focus on reducing hiring bias
• +Good interview note-taking feature
• +Easy ATS integrations

AI-powered talent intelligence platform combining sourcing, CRM, ATS, and outreach in one system for recruiters.

• +Frees up sourcer time for higher-value outreach
• +Surfaces candidates not actively applying
• +AI matching produces more relevant shortlists

Cold outreach and email automation platform used by recruiters for personalized candidate engagement with AI-generated sequences.

• +Higher candidate response rates
• +Saves hours on manual outreach
• +Consistent messaging at scale

Boolean search assistant and sourcing toolkit recommended by Dean DaCosta. Helps recruiters build complex search strings for talent sourcing.

• +Manual sourcing effort drops dramatically
• +Machine learning finds overlooked high-potential candidates
• +Semantic matching outperforms basic keyword filtering

AI-powered people search engine using natural language. Search 800M+ profiles by describing your ideal candidate instead of Boolean strings.

• +Automates repetitive sourcing tasks effectively
• +Taps into candidates who aren't actively looking
• +AI scoring surfaces best-fit candidates faster

Employer branding-focused ATS with career site builder, social media integration, and AI-powered candidate matching.

• +Unified view across jobs, candidates, and stages
• +Team members can review and score candidates together
• +Removes friction at every stage from sourcing to offer

Free ATS with AI-powered sourcing. Calibrated candidate pipelines and automated outreach for startups and scale-ups.

• +Automates repetitive sourcing tasks effectively
• +Taps into candidates who aren't actively looking
• +AI scoring surfaces best-fit candidates faster

AI-powered research assistant used by sourcers for competitive intelligence, company research, candidate background checks, and market mapping.

• +Automates repetitive sourcing tasks effectively
• +Taps into candidates who aren't actively looking
• +AI scoring surfaces best-fit candidates faster

YC W26 - First AI-native recruiting agency. 20x higher efficiency, 4x faster hiring, 10x candidate volume.

• +Eliminates manual talent search across platforms
• +Reaches beyond job boards into passive talent pools
• +Smarter candidate-job fit through machine learning

Unified workforce platform with ATS, HRIS, payroll, and IT management. AI-powered recruiting built into the full employee lifecycle.

• +Consolidated data makes reporting and audits simpler
• +Hiring managers and recruiters stay aligned in-platform
• +Eliminates the slowest steps in your hiring process

Technical interview platform with live coding, pair programming, and take-home projects. Used by top tech companies.

• +Quick candidate evaluation with AI-assisted scoring
• +More objective evaluation
• +Scales to high volume

Video conferencing platform widely used for remote interviews. Screen sharing, recording, and breakout rooms.

• +Flexible scheduling
• +Consistent evaluation
• +Time savings

Interview intelligence platform. AI note-taking, structured scorecards, and conversation analytics for better hiring decisions.

• +Flexible scheduling
• +Consistent evaluation
• +Time savings

AI text expander and data mover. Auto-fill candidate info across ATS, CRM, and email with keyboard shortcuts.

• +Frees recruiters from busywork to focus on candidates
• +Ties together disparate tools into one workflow
• +Automated workflows catch errors before they propagate

AI writing assistant for professional recruiting communication. Tone detection, clarity suggestions, and brand consistency.

• +Templates and timing optimization boost response rates
• +Saves time
• +Keeps outreach tone and quality uniform at scale

AI calendar assistant that auto-schedules meetings, focus time, and breaks. Smart scheduling for recruiters.

• +No back-and-forth
• +Fewer no-shows
• +Complex logistics handled

Talent intelligence platform with deep sourcing and diversity analytics.

• +Unmatched depth for technical profiles
• +Powerful diversity analytics and reporting
• +Accurate contact information

AI recruiting tool that sources and ranks candidates using multi-dimensional analysis.

• +Broad sourcing coverage across channels
• +Strong predictive scoring accuracy
• +Good for agency workflows

AI-powered outreach automation tool that finds emails and sends personalized sequences.

• +Generous free plan available
• +AI email personalization is genuinely useful
• +Easy Chrome extension workflow

Modern recruiting software with drag-and-drop pipelines, automated scheduling, and AI-assisted candidate scoring.

• +Consolidates candidate and pipeline data in one place
• +Shared workflows reduce miscommunication in hiring
• +Shorter time-to-hire via streamlined workflows

Interview scheduling and optimization platform using AI to coordinate complex multi-panel interviews and reduce time-to-hire.

• +Eliminates scheduling back-and-forth
• +Reduces no-shows with reminders
• +Handles complex multi-panel logistics

Technical assessment platform with AI-powered coding challenges, plagiarism detection, and skills-based candidate evaluation.

• +Bulk candidate evaluation at a fraction of the time
• +Standardized rubrics improve hiring fairness
• +Handles hiring surges without proportional headcount

Video interviewing platform offering one-way and live interviews with collaboration tools, evaluations, and ATS integrations.

• +Flexible scheduling for candidates
• +Consistent interview evaluation
• +Time savings on initial screening

AI-powered cold email platform for recruiters with unlimited email accounts, warmup, and smart campaign automation.

• +Higher candidate response rates
• +Saves hours on manual outreach
• +Consistent messaging at scale

AI recruiting chatbot and virtual career fair platform that automates screening, scheduling, and candidate engagement.

• +Automated pre-screening filters unqualified candidates fast
• +Data-driven scoring provides consistent evaluation
• +Scales from 10 to 10,000 candidates without breaking

Email finder and verification tool. Find professional email addresses with domain search, email verifier, and outreach campaign features.

• +Frees up sourcer time for higher-value outreach
• +Surfaces candidates not actively applying
• +AI matching produces more relevant shortlists

End-to-end AI recruiting platform that searches 800M+ candidate profiles, auto-scores resumes by role fit, and runs AI-powered interviews.

• +Eliminates manual talent search across platforms
• +Reaches beyond job boards into passive talent pools
• +Smarter candidate-job fit through machine learning

AI-powered performance review and 360 feedback tool that helps HR teams run structured evaluations and development conversations.

• +Screening that took hours now takes minutes
• +Structured assessments reduce subjective bias
• +Built for teams processing hundreds of applicants

Text-based recruiting platform for frontline hiring. SMS automation, chatbots, and scheduling for high-volume roles.

• +Higher candidate response rates
• +Saves hours on manual outreach
• +Consistent messaging at scale

All-in-one HR platform with ATS, onboarding, payroll, and employee management. AI-powered hiring workflows for SMBs.

• +Unified view across jobs, candidates, and stages
• +Team members can review and score candidates together
• +End-to-end pipeline moves significantly faster

AI recruiting partner backed by $20M funding. Powers hiring for Fortune 100s with autonomous screening and scheduling at scale.

• +Bulk candidate evaluation at a fraction of the time
• +Standardized rubrics improve hiring fairness
• +Handles hiring surges without proportional headcount

Beautifully designed ATS for growing businesses. AI-powered candidate scoring, multi-posting, and team collaboration.

• +Consolidates candidate and pipeline data in one place
• +Shared workflows reduce miscommunication in hiring
• +Shorter time-to-hire via streamlined workflows

AI recruiting agent trained on 1B+ candidate profiles. Autonomous sourcing with deep personalization and human-in-the-loop.

• +Eliminates manual talent search across platforms
• +Reaches beyond job boards into passive talent pools
• +Smarter candidate-job fit through machine learning

Google's multimodal AI for recruiting tasks. Write job posts, analyze candidate profiles, create interview scorecards, and automate repetitive writing.

• +Higher candidate response rates
• +Saves hours on manual outreach
• +Consistent messaging at scale

Sales and recruiting intelligence platform with 275M+ contacts. Find candidate emails, phone numbers, and company data with AI-powered prospecting.

• +Eliminates manual talent search across platforms
• +Reaches beyond job boards into passive talent pools
• +Smarter candidate-job fit through machine learning

First AI-native ATS/CRM for recruiting and staffing firms. Full ATS, CRM, and AI agents across the entire workflow.

• +No more scattered spreadsheets or siloed information
• +Transparent handoffs between sourcers, recruiters, and HMs
• +Faster pipeline throughput through smart automation

AI-powered recruitment CRM for tech hiring. Smart sourcing across LinkedIn, GitHub, and job boards with automated outreach.

• +What used to take a morning now takes minutes
• +Talent discovery extends beyond obvious candidate pools
• +Matches based on skills and fit, not just keyword overlap

Online job simulations for career discovery and skill-building. Used by top employers for early talent engagement.

• +Screening that took hours now takes minutes
• +Structured assessments reduce subjective bias
• +Built for teams processing hundreds of applicants

Collaborative hiring platform with AI sourcing, video interviews, and hiring analytics. Built for fast-growing teams.

• +Consolidated data makes reporting and audits simpler
• +Hiring managers and recruiters stay aligned in-platform
• +Faster pipeline throughput through smart automation

Email finder, verifier, and outreach platform. Chrome extension for LinkedIn prospecting with automated drip campaigns.

• +Reclaims hours previously spent on manual searches
• +Opens access to talent not on traditional job boards
• +Delivers stronger candidate shortlists per role

LinkedIn contact data extraction tool. Get phone numbers and emails from LinkedIn profiles in one click.

• +Efficient sourcing workflows save significant time
• +Discovers passive candidates across multiple channels
• +More precise candidate-to-role matching

LinkedIn automation tool for recruiters. Build drip campaigns with connection requests, messages, and follow-ups.

• +Automates the most time-consuming sourcing tasks
• +Broadens talent pool beyond active applicants
• +Higher accuracy in skills and experience matching

LinkedIn + email prospecting automation. Multi-channel sequences combining LinkedIn actions with email follow-ups.

• +Efficient sourcing workflows save significant time
• +Discovers passive candidates across multiple channels
• +More precise candidate-to-role matching

AI talent intelligence platform combining psychometric and cognitive assessments for unbiased hiring decisions.

• +Quick candidate evaluation with AI-assisted scoring
• +More objective evaluation
• +Scales to high volume

Google's video conferencing for interviews. Integrated with Google Calendar and Workspace for seamless scheduling.

• +Flexible scheduling
• +Consistent evaluation
• +Time savings

AI-powered sales engagement platform used by recruiters for multi-channel outreach sequences and follow-ups.

• +Response rates significantly higher than generic outreach
• +Saves outreach time
• +On-brand messaging across all candidate touchpoints

Cold email platform for B2B outreach. AI-powered personalization, A/B testing, and deliverability optimization.

• +Multi-channel approach increases candidate reply rates
• +Saves outreach time
• +Templated sequences ensure professional communication

Email productivity platform with sequences, scheduling, and tracking. Gmail integration for recruiter outreach.

• +Multi-channel approach increases candidate reply rates
• +Saves outreach time
• +Templated sequences ensure professional communication

AI-powered browser automation for recruiters. Automate LinkedIn scraping, data entry, and cross-app workflows.

• +Removes manual data entry and status updates
• +Bridges gaps between your existing recruiting stack
• +Fewer mistakes from manual data handling

Automated reference checking and talent assessment. AI-generated reference reports with 360-degree candidate insights.

• +Screens candidates in a fraction of the traditional time
• +More objective evaluation
• +Scales to high volume

Free Chrome extension for sourcing on LinkedIn. AI-powered candidate profiles, contact info, and boolean builder.

• +Reclaims hours previously spent on manual searches
• +Opens access to talent not on traditional job boards
• +Delivers stronger candidate shortlists per role

Tech-focused job platform matching candidates with startups and scale-ups. Salary transparency and company insights.

• +Reclaims hours previously spent on manual searches
• +Opens access to talent not on traditional job boards
• +Delivers stronger candidate shortlists per role

Structured interview platform with AI-generated questions, real-time coaching, and evidence-based hiring decisions.

• +Flexible scheduling
• +Consistent evaluation
• +Time savings

B2B data provider with 140M+ contacts. 95% accuracy guarantee with real-time email verification for recruiter outreach.

• +Efficient sourcing workflows save significant time
• +Discovers passive candidates across multiple channels
• +More precise candidate-to-role matching

Multi-channel outreach platform built for recruiters. AI-powered sequences across email, LinkedIn, and phone.

• +Multi-channel approach increases candidate reply rates
• +Saves time
• +Templated sequences ensure professional communication

AI content platform used by recruiters for generating job descriptions, employer brand content, and outreach templates.

• +Personalized outreach drives better candidate engagement
• +Saves time
• +Every candidate gets the same polished communication

AI-powered background screening platform. Global checks, ID verification, and compliance in 200+ countries.

• +Screening that keeps pace with high application volumes
• +More objective
• +Scales to volume

Automated reference checking platform. Collect references via email/SMS with AI-powered insights and analytics.

• +Quick candidate evaluation with AI-assisted scoring
• +More objective
• +Scales to volume

Mobile-first employee referral platform. Push notifications, bonus tracking, and AI-recommended referral matches.

• +Reclaims hours previously spent on manual searches
• +Opens access to talent not on traditional job boards
• +Delivers stronger candidate shortlists per role

Developer community and staffing platform. Trusted remote developers with community-driven vetting.

• +Efficient sourcing workflows save significant time
• +Discovers passive candidates across multiple channels
• +More precise candidate-to-role matching

Video messaging for business. Recruiters use it for personalized video InMails that get 3x higher response rates.

• +Templates and timing optimization boost response rates
• +Saves time
• +Keeps outreach tone and quality uniform at scale

AI calendar optimization that finds the best times for interviews. Reduces scheduling conflicts and fragmentation.

• +No back-and-forth
• +Fewer no-shows
• +Complex logistics handled

Job posting analytics and optimization. AI analyzes and improves job descriptions for inclusivity and performance.

• +Higher quality applicants
• +Lower cost-per-hire
• +Stronger reputation

All-in-one recruiting platform with CRM, sourcing, scheduling, and analytics.

• +Best-in-class pipeline analytics
• +Seamless LinkedIn and ATS integration
• +Intuitive and well-designed UI

AI-powered platform for sourcing and vetting remote software developers globally.

• +Access to a massive global developer pool
• +Rigorous AI-driven vetting process
• +Handles compliance and payroll for remote workers

AI-powered applicant tracking system with resume parsing, candidate matching, and workflow automation for staffing agencies and corporate HR.

• +No more scattered spreadsheets or siloed information
• +Transparent handoffs between sourcers, recruiters, and HMs
• +Faster pipeline throughput through smart automation

All-in-one recruiting software with AI-powered sourcing, automated actions, and built-in assessments for growing companies.

• +Eliminates manual talent search across platforms
• +Reaches beyond job boards into passive talent pools
• +Smarter candidate-job fit through machine learning

One-way video interview platform that lets candidates record responses at their convenience, with team collaboration features.

• +Flexible scheduling for candidates
• +Consistent interview evaluation
• +Time savings on initial screening

AI recruiting assistant that automates sourcing by learning your hiring preferences and delivering ranked candidate lists.

• +Frees up sourcer time for higher-value outreach
• +Surfaces candidates not actively applying
• +AI matching produces more relevant shortlists

AI-powered talent engagement platform with conversational chatbots, SMS automation, and recruiting analytics for staffing firms.

• +Higher candidate response rates
• +Saves hours on manual outreach
• +Consistent messaging at scale

AI-powered contact finder providing cell phone numbers and personal emails. Chrome extension works on LinkedIn, Facebook, Twitter, and GitHub.

• +Automates repetitive sourcing tasks effectively
• +Taps into candidates who aren't actively looking
• +AI scoring surfaces best-fit candidates faster

AI meeting recorder for interviews. Records across Google Meet, Zoom, and Teams with transcripts, speaker insights, and customizable summaries.

• +Flexible scheduling for candidates
• +Consistent interview evaluation
• +Time savings on initial screening

AI recruiting agent that autonomously sources, personalizes outreach, and schedules interviews for technical and sales roles.

• +Sourcing efficiency gains free up strategic time
• +AI uncovers candidates traditional search methods miss
• +Contextual matching produces more relevant results

Pre-employment testing platform with cognitive, personality, and skills assessments powered by AI for objective candidate evaluation.

• +Automated pre-screening filters unqualified candidates fast
• +Data-driven scoring provides consistent evaluation
• +Scales from 10 to 10,000 candidates without breaking

AI resume search engine that understands context. Natural language search across your resume database with semantic matching.

• +Manual sourcing effort drops dramatically
• +Machine learning finds overlooked high-potential candidates
• +Semantic matching outperforms basic keyword filtering

SMS and text recruiting platform for candidate engagement. Automated text campaigns, chatbot screening, and event management.

• +Higher candidate response rates
• +Saves hours on manual outreach
• +Consistent messaging at scale

AI reference checking and talent analytics. Automates reference collection, provides quality-of-hire insights, and predicts retention.

• +AI-assisted screening accelerates candidate review
• +Removes gut-feel decisions from early screening
• +Volume-ready infrastructure for enterprise hiring

AI agent that autonomously sources candidates, filters resumes, and books interviews. Runs 24/7 to fill your pipeline.

• +Automates repetitive sourcing tasks effectively
• +Taps into candidates who aren't actively looking
• +AI scoring surfaces best-fit candidates faster

Asynchronous video interview platform. Candidates record responses on their own time, with AI-powered evaluation and ranking.

• +Flexible scheduling for candidates
• +Consistent interview evaluation
• +Time savings on initial screening

AI phone screening agent that conducts live phone interviews 24/7. Evaluates candidates and delivers structured scorecards.

• +Bulk candidate evaluation at a fraction of the time
• +Standardized rubrics improve hiring fairness
• +Handles hiring surges without proportional headcount

B2B data enrichment platform with phone-verified mobile numbers. GDPR-compliant contact data for European recruiting and global talent sourcing.

• +Sourcing efficiency gains free up strategic time
• +AI uncovers candidates traditional search methods miss
• +Contextual matching produces more relevant results

YC-backed platform to test how well engineering candidates use coding agents and AI tools. Next-gen technical assessment.

• +Screening that took hours now takes minutes
• +Structured assessments reduce subjective bias
• +Built for teams processing hundreds of applicants

Voice and video AI interviewer for technical candidate screening. Autonomous interviews with real-time evaluation.

• +Screening that took hours now takes minutes
• +Structured assessments reduce subjective bias
• +Built for teams processing hundreds of applicants

Talent database with 250M+ profiles for outbound recruitment. AI agents source and engage engineering candidates.

• +Frees up sourcer time for higher-value outreach
• +Surfaces candidates not actively applying
• +AI matching produces more relevant shortlists

On-demand staffing app for hourly workers and hospitality businesses. AI matching for shift-based roles.

• +What used to take a morning now takes minutes
• +Talent discovery extends beyond obvious candidate pools
• +Matches based on skills and fit, not just keyword overlap

End-to-end AI hiring solution managing sourcing, engagement, screening, evaluation, and scheduling within your ATS.

• +Automated pre-screening filters unqualified candidates fast
• +Data-driven scoring provides consistent evaluation
• +Scales from 10 to 10,000 candidates without breaking

Free ATS with AI-powered resume parsing, email templates, and Chrome extension for LinkedIn sourcing.

• +Single source of truth for all recruitment data
• +Built-in collaboration keeps hiring teams aligned
• +Automation trims days from typical hiring timelines

HR software with ATS, time tracking, and document management. AI-powered hiring for European SMBs.

• +Keeps candidates, pipelines, and notes in one place
• +Team feedback flows smoothly through shared workflows
• +Shorter time-to-hire via streamlined workflows

The industry-standard sourcing platform. Access 900M+ LinkedIn profiles with AI-powered search and InMail.

• +Reclaims hours previously spent on manual searches
• +Opens access to talent not on traditional job boards
• +Delivers stronger candidate shortlists per role

Contact finder for recruiters with verified emails and phone numbers. Chrome extension for LinkedIn and web sourcing.

• +Automates the most time-consuming sourcing tasks
• +Broadens talent pool beyond active applicants
• +Higher accuracy in skills and experience matching

LinkedIn Sales Navigator scraping and contact enrichment. Export leads with verified emails at scale.

• +Dramatically reduces time spent on talent sourcing
• +Engages professionals who aren't actively job hunting
• +Improves the relevance of candidate recommendations

Safe LinkedIn automation platform. Smart sequences, auto-warmup, and multi-channel outreach for recruiters.

• +Reclaims hours previously spent on manual searches
• +Opens access to talent not on traditional job boards
• +Delivers stronger candidate shortlists per role

Skills-based hiring platform with homework assignments and async assessments. Anti-cheating AI and auto-grading.

• +Screening that keeps pace with high application volumes
• +More objective evaluation
• +Scales to high volume

Industrial-organizational psychology assessments for hiring. Measures innovation, communication, teamwork, and adaptability.

• +Screens candidates in a fraction of the traditional time
• +More objective evaluation
• +Scales to high volume

Video meeting platform integrated with Microsoft 365. Widely used for enterprise interview processes.

• +Flexible scheduling
• +Consistent evaluation
• +Time savings

AI-powered hiring suite with chat-based assessments, virtual interviews, and job board aggregation.

• +Screening that keeps pace with high application volumes
• +More objective evaluation
• +Scales to high volume

Sales outreach and engagement platform. Email sequences, phone dialer, and social selling for recruiters.

• +Templates and timing optimization boost response rates
• +Saves outreach time
• +Keeps outreach tone and quality uniform at scale

Largest early talent recruiting platform connecting 1,500+ universities with employers. AI-powered candidate matching.

• +Efficient sourcing workflows save significant time
• +Discovers passive candidates across multiple channels
• +More precise candidate-to-role matching

Enterprise integration and automation platform. Connect ATS, HRIS, and recruiting tools with intelligent workflows.

• +Frees recruiters from busywork to focus on candidates
• +Ties together disparate tools into one workflow
• +Automated workflows catch errors before they propagate

AI-powered background check platform. Fast, compliant screening with ATS integrations for modern hiring teams.

• +Quick candidate evaluation with AI-assisted scoring
• +More objective evaluation
• +Scales to high volume

AI-driven ATS with auto-screening, multi-channel job posting, and collaborative hiring for SMBs.

• +All hiring data accessible from a single hub
• +Built-in collaboration tools streamline team decisions
• +Faster cycles mean fewer lost candidates to competitors

Flexible and remote job platform with hand-screened listings. Attract candidates seeking work-life balance.

• +Automates the most time-consuming sourcing tasks
• +Broadens talent pool beyond active applicants
• +Higher accuracy in skills and experience matching

Video screening and assessment platform with AI-powered proctoring. Skills tests, one-way video, and audio interviews.

• +Flexible scheduling
• +Consistent evaluation
• +Time savings

Prospecting platform capturing contact data from LinkedIn. One-click capture, enrichment, and CRM sync for recruiters.

• +Reclaims hours previously spent on manual searches
• +Opens access to talent not on traditional job boards
• +Delivers stronger candidate shortlists per role

AI copywriting tool for generating recruiter outreach messages, job descriptions, and social media posts at scale.

• +Response rates significantly higher than generic outreach
• +Saves time
• +On-brand messaging across all candidate touchpoints

Background screening integrated with 100+ ATS platforms. AI-assisted adjudication and compliance tools.

• +Automated pre-screening filters save hours per role
• +More objective
• +Scales to volume

Elite talent network of top 3% freelance developers, designers, and finance experts. Rigorous vetting process.

• +Efficient sourcing workflows save significant time
• +Discovers passive candidates across multiple channels
• +More precise candidate-to-role matching

Remote developer hiring platform with HireAI matching. Pre-vetted candidates from 190+ countries.

• +Automates the most time-consuming sourcing tasks
• +Broadens talent pool beyond active applicants
• +Higher accuracy in skills and experience matching

Largest remote work job board. Reaches 4.5M+ monthly visitors looking for remote opportunities.

• +Reclaims hours previously spent on manual searches
• +Opens access to talent not on traditional job boards
• +Delivers stronger candidate shortlists per role

Design talent marketplace and job board. Find top designers through their portfolio and hire directly.

• +Dramatically reduces time spent on talent sourcing
• +Engages professionals who aren't actively job hunting
• +Improves the relevance of candidate recommendations

Intelligent talent experience platform for hiring, development, and retention.

• +Comprehensive platform covering full talent lifecycle
• +Strong AI personalization of candidate experience
• +Good internal mobility features

Enterprise hiring platform with AI matching, CRM, and marketplace integrations.

• +Truly global platform with multi-language support
• +Open marketplace ecosystem is unique
• +Strong AI matching capabilities

Modern ATS and CRM hybrid designed for collaborative, data-driven recruiting.

• +Clean, intuitive user interface
• +Strong CRM capabilities built-in
• +Excellent collaboration features

Collaborative hiring platform with AI-powered candidate recommendations, employer branding tools, and pipeline analytics.

• +Unified view across jobs, candidates, and stages
• +Team members can review and score candidates together
• +Full-cycle acceleration through integrated automation

Tech hiring platform offering AI-proctored coding tests, live interviews, and predictive scoring for engineering candidates.

• +Screening that took hours now takes minutes
• +Structured assessments reduce subjective bias
• +Built for teams processing hundreds of applicants

AI-powered video interview platform with smart shortlisting, personality insights, and automated candidate ranking.

• +Bulk candidate evaluation at a fraction of the time
• +Standardized rubrics improve hiring fairness
• +Handles hiring surges without proportional headcount

AI-native talent data platform providing attribute-based search, 3D talent analytics, and automated talent pipeline building.

• +Eliminates manual talent search across platforms
• +Reaches beyond job boards into passive talent pools
• +Smarter candidate-job fit through machine learning

AI-powered talent orchestration platform that prioritizes candidates, automates workflows, and provides proactive talent insights.

• +AI-assisted screening accelerates candidate review
• +Removes gut-feel decisions from early screening
• +Volume-ready infrastructure for enterprise hiring

AI sourcing platform for tech recruiters. Aggregates candidate data from GitHub, StackOverflow, Kaggle, Behance, and 50+ other platforms. Dean DaCosta recommended.

• +Automates repetitive sourcing tasks effectively
• +Taps into candidates who aren't actively looking
• +AI scoring surfaces best-fit candidates faster

AI recruiting assistant that automates candidate outreach. Uses AI agents to source, engage, and schedule candidates across multiple channels.

• +Automates repetitive sourcing tasks effectively
• +Taps into candidates who aren't actively looking
• +AI scoring surfaces best-fit candidates faster

AI-native recruitment platform with automated screening, candidate ranking, and interview intelligence for high-volume hiring.

• +Screening that took hours now takes minutes
• +Structured assessments reduce subjective bias
• +Built for teams processing hundreds of applicants

HR management platform with AI-assisted recruitment module. Employee management, performance tracking, and hiring workflow automation.

• +No more scattered spreadsheets or siloed information
• +Transparent handoffs between sourcers, recruiters, and HMs
• +Eliminates the slowest steps in your hiring process

Virtual hiring events and career fair platform (now part of Radancy). Host online recruiting events with chat-based interviews and live presentations.

• +Flexible scheduling for candidates
• +Consistent interview evaluation
• +Time savings on initial screening

AI chat-based interviewing platform using ethical AI. Text-based interviews analyzed for personality and communication traits.

• +Bulk candidate evaluation at a fraction of the time
• +Standardized rubrics improve hiring fairness
• +Handles hiring surges without proportional headcount

Recruiting and hiring platform for decentralized businesses. AI-powered candidate matching for multi-location employers.

• +Unified view across jobs, candidates, and stages
• +Team members can review and score candidates together
• +Full-cycle acceleration through integrated automation

Simple multilingual ATS with AI resume matching. Post to 250+ job boards, track applicants, and collaborate with hiring teams.

• +Single source of truth for all recruitment data
• +Built-in collaboration keeps hiring teams aligned
• +Faster cycles mean fewer lost candidates to competitors

AI-powered video assessment and ATS platform. EVA-SSESS for video interviews and EVA-REC for recruitment management.

• +No more scattered spreadsheets or siloed information
• +Transparent handoffs between sourcers, recruiters, and HMs
• +Eliminates the slowest steps in your hiring process

AI-powered vetting platform for global remote engineers. Technical assessments, AI interviews, and vetted talent marketplace.

• +What used to take a morning now takes minutes
• +Talent discovery extends beyond obvious candidate pools
• +Matches based on skills and fit, not just keyword overlap

Growth automation platform for recruiters. Automate LinkedIn sourcing, email finding, profile scraping, and multi-channel outreach sequences.

• +Frees up sourcer time for higher-value outreach
• +Surfaces candidates not actively applying
• +AI matching produces more relevant shortlists

Modern applicant tracking system with AI-powered candidate matching, automated workflows, and clean analytics for growing teams.

• +No more scattered spreadsheets or siloed information
• +Transparent handoffs between sourcers, recruiters, and HMs
• +Eliminates the slowest steps in your hiring process

YC W26 - Network of AI-powered expert recruiters for filling critical roles faster. Agentic recruiting at scale.

• +Automates repetitive sourcing tasks effectively
• +Taps into candidates who aren't actively looking
• +AI scoring surfaces best-fit candidates faster

AI recruiter that fully automates candidate sourcing and outreach. Set criteria and let AI build your pipeline.

• +Manual sourcing effort drops dramatically
• +Machine learning finds overlooked high-potential candidates
• +Semantic matching outperforms basic keyword filtering

AI workspace for recruitment agencies with semantic search, smart sourcing, and candidate management.

• +Eliminates manual talent search across platforms
• +Reaches beyond job boards into passive talent pools
• +Smarter candidate-job fit through machine learning

All-in-one high volume hiring platform for enterprises. AI-powered screening, scheduling, and onboarding for hourly workers.

• +No more scattered spreadsheets or siloed information
• +Transparent handoffs between sourcers, recruiters, and HMs
• +Eliminates the slowest steps in your hiring process

GitHub-based technical assessments with customized real-world coding projects. AI-powered evaluation of developer skills.

• +Bulk candidate evaluation at a fraction of the time
• +Standardized rubrics improve hiring fairness
• +Handles hiring surges without proportional headcount

AI-powered job platform connecting employers with pre-vetted candidates. Employer branding and recruitment marketing.

• +Frees up sourcer time for higher-value outreach
• +Surfaces candidates not actively applying
• +AI matching produces more relevant shortlists

Talent management platform with AI-powered ATS, onboarding, performance management, and workforce planning.

• +Single source of truth for all recruitment data
• +Built-in collaboration keeps hiring teams aligned
• +Recruiting velocity improves with automated workflows

Cloud-based HCM platform with recruiting, payroll, and talent management. AI-driven applicant tracking for mid-market companies.

• +One centralized view replaces scattered spreadsheets
• +Multi-user collaboration reduces hiring bottlenecks
• +Full-cycle acceleration through integrated automation

B2B data enrichment API for candidate and company intelligence. Real-time data on 400M+ contacts.

• +Efficient sourcing workflows save significant time
• +Discovers passive candidates across multiple channels
• +More precise candidate-to-role matching

LinkedIn email finder with 90%+ accuracy. Chrome extension extracts personal and business emails from profiles.

• +Dramatically reduces time spent on talent sourcing
• +Engages professionals who aren't actively job hunting
• +Improves the relevance of candidate recommendations

AI-powered skills assessment platform with 3000+ tests. Coding, aptitude, language, and domain-specific assessments.

• +Screens candidates in a fraction of the traditional time
• +More objective evaluation
• +Scales to high volume

Behavioral and cognitive assessments for talent optimization. AI-driven job fit scoring and team dynamics analysis.

• +Screening that keeps pace with high application volumes
• +More objective evaluation
• +Scales to high volume

AI talent quality platform with skills assessments, video interviews, and AI-powered evaluation for technical hiring.

• +Automated pre-screening filters save hours per role
• +More objective evaluation
• +Scales to high volume

Revenue workflow platform with email sequencing, calling, and analytics. Used by recruiting teams for candidate engagement.

• +Personalized outreach drives better candidate engagement
• +Saves outreach time
• +Every candidate gets the same polished communication

Enterprise sales engagement platform. AI-powered sequences, analytics, and conversation intelligence for talent outreach.

• +Response rates significantly higher than generic outreach
• +Saves outreach time
• +On-brand messaging across all candidate touchpoints

Email tracking and outreach tool for Gmail and Outlook. Templates, sequences, and analytics for recruiter messaging.

• +Templates and timing optimization boost response rates
• +Saves outreach time
• +Keeps outreach tone and quality uniform at scale

Diversity recruiting platform. Source and engage underrepresented candidates from HBCUs, HSIs, and community colleges.

• +Dramatically reduces time spent on talent sourcing
• +Engages professionals who aren't actively job hunting
• +Improves the relevance of candidate recommendations

Background check and screening platform. FCRA-compliant checks with candidate-friendly experience.

• +Screening that keeps pace with high application volumes
• +More objective evaluation
• +Scales to high volume

Free boolean search string generator for LinkedIn, GitHub, and Xing. Build complex search queries in seconds.

• +Efficient sourcing workflows save significant time
• +Discovers passive candidates across multiple channels
• +More precise candidate-to-role matching

Developer-focused job board and talent search. Access 100M+ developers with skills-based matching.

• +Automates the most time-consuming sourcing tasks
• +Broadens talent pool beyond active applicants
• +Higher accuracy in skills and experience matching

Remote job board and hiring resources. Attract remote talent with company profiles and remote culture content.

• +Dramatically reduces time spent on talent sourcing
• +Engages professionals who aren't actively job hunting
• +Improves the relevance of candidate recommendations

AI video interview platform that scores candidates on communication, confidence, and competency using NLP and facial analysis.

• +Flexible scheduling
• +Consistent evaluation
• +Time savings

B2B contact database with 200M+ verified business contacts. Chrome extension for LinkedIn prospecting by recruiters.

• +Automates the most time-consuming sourcing tasks
• +Broadens talent pool beyond active applicants
• +Higher accuracy in skills and experience matching

Multi-channel outreach platform combining email, LinkedIn, and cold calling. Campaign automation for recruiters.

• +Multi-channel approach increases candidate reply rates
• +Saves time
• +Templated sequences ensure professional communication

Enterprise AI writing assistant ensuring consistent brand voice across job postings, outreach, and employer content.

• +Multi-channel approach increases candidate reply rates
• +Saves time
• +Templated sequences ensure professional communication

AI-powered employee referral platform. Automated matching, gamification, and referral tracking across the organization.

• +Automates the most time-consuming sourcing tasks
• +Broadens talent pool beyond active applicants
• +Higher accuracy in skills and experience matching

Vetted freelance developer platform. AI matching connects companies with pre-screened senior engineers.

• +Dramatically reduces time spent on talent sourcing
• +Engages professionals who aren't actively job hunting
• +Improves the relevance of candidate recommendations

Global talent network connecting companies with vetted technologists from emerging markets. AI-powered matching.

• +Reclaims hours previously spent on manual searches
• +Opens access to talent not on traditional job boards
• +Delivers stronger candidate shortlists per role

World's largest freelance marketplace. AI-powered talent matching for contract, freelance, and project-based hiring.

• +Dramatically reduces time spent on talent sourcing
• +Engages professionals who aren't actively job hunting
• +Improves the relevance of candidate recommendations

Remote job board and community. Curated remote jobs with company profiles and remote culture insights.

• +Efficient sourcing workflows save significant time
• +Discovers passive candidates across multiple channels
• +More precise candidate-to-role matching

Tech job board and employer branding platform. Local hubs in 8 major US tech cities with company profiles.

• +Reclaims hours previously spent on manual searches
• +Opens access to talent not on traditional job boards
• +Delivers stronger candidate shortlists per role

People analytics platform with AI-powered workforce intelligence. Predict attrition, plan headcount, and measure DE&I.

• +Automates repetitive recruiting admin work
• +Integration hub connecting sourcing, outreach, and ATS
• +Minimizes human error in candidate processing

Diversity recruiting platform focused on underrepresented talent. Virtual events, job board, and employer branding.

• +Automates the most time-consuming sourcing tasks
• +Broadens talent pool beyond active applicants
• +Higher accuracy in skills and experience matching

Lightweight ATS/CRM alternative with a pipeline board and calendar in one screen.

• +Helps recruiters communicate more effectively in multiple languages
• +AI feedback improves outreach message quality over time
• +Useful for international recruiting teams

Augmented writing platform that helps craft inclusive and effective job postings.

• +Measurably improves job posting performance
• +Strong bias detection capabilities
• +Layers onto your current tools without disruption

Deep learning talent intelligence platform for matching, hiring, and retention.

• +Most advanced AI matching technology
• +Excellent skills inference capabilities
• +Strong internal mobility features

Source-to-hire platform with predictive analytics and diversity sourcing.

• +Strong diversity sourcing capabilities
• +Good predictive analytics for attrition signals
• +Solid multi-channel outreach

Recruitment marketing platform using AI to optimize job ad placement across 5000+ channels for maximum qualified applications.

• +Attracts higher quality applicants
• +Reduces cost-per-hire
• +Builds employer reputation

Professional contact info lookup with 700M+ profiles. Provides verified emails and phone numbers for recruiting outreach.

• +Manual sourcing effort drops dramatically
• +Machine learning finds overlooked high-potential candidates
• +Semantic matching outperforms basic keyword filtering

AI-powered skills assessment platform that evaluates candidate competencies through interactive challenges and adaptive testing.

• +Bulk candidate evaluation at a fraction of the time
• +Standardized rubrics improve hiring fairness
• +Handles hiring surges without proportional headcount

AI-driven tech talent marketplace connecting pre-vetted candidates with companies. Salary transparency and bias reduction built in.

• +Frees up sourcer time for higher-value outreach
• +Surfaces candidates not actively applying
• +AI matching produces more relevant shortlists

AI social media recruiting tool that automates employer branding content and job sharing across LinkedIn, Twitter, and Facebook.

• +Attracts higher quality applicants
• +Reduces cost-per-hire
• +Builds employer reputation

Talent intelligence platform providing AI-powered candidate enrichment, pipeline analytics, and diversity insights.

• +What used to take a morning now takes minutes
• +Talent discovery extends beyond obvious candidate pools
• +Matches based on skills and fit, not just keyword overlap

Volume hiring solution with AI-driven assessments, video interviews, and automated reference checking for frontline roles.

• +Automated pre-screening filters unqualified candidates fast
• +Data-driven scoring provides consistent evaluation
• +Scales from 10 to 10,000 candidates without breaking

AI-powered end-to-end hiring platform with proctored assessments, video interviews, and behavioral insights.

• +Automated pre-screening filters unqualified candidates fast
• +Data-driven scoring provides consistent evaluation
• +Scales from 10 to 10,000 candidates without breaking

AI recruiting copilot that automates sourcing, screening, and candidate engagement using generative AI for personalized outreach.

• +Eliminates manual talent search across platforms
• +Reaches beyond job boards into passive talent pools
• +Smarter candidate-job fit through machine learning

Decentralized talent network with AI matching. Connects companies with vetted freelance engineers, designers, and product managers.

• +Sourcing efficiency gains free up strategic time
• +AI uncovers candidates traditional search methods miss
• +Contextual matching produces more relevant results

AI recruiting software with smart candidate matching, automated outreach, and interview scheduling in one platform.

• +Automates repetitive sourcing tasks effectively
• +Taps into candidates who aren't actively looking
• +AI scoring surfaces best-fit candidates faster

AI recruitment chatbot for candidate engagement. Automates screening conversations, answers candidate questions, and schedules interviews via messaging.

• +AI-assisted screening accelerates candidate review
• +Removes gut-feel decisions from early screening
• +Volume-ready infrastructure for enterprise hiring

Talent data API with 3B+ person records. Build custom sourcing tools, enrich candidate profiles, and power recruiting analytics with structured data.

• +Automates repetitive sourcing tasks effectively
• +Taps into candidates who aren't actively looking
• +AI scoring surfaces best-fit candidates faster

AI recruitment platform using conversational AI and SMS for frontline worker hiring at scale. Used by Walmart and McDonald's.

• +AI-assisted screening accelerates candidate review
• +Removes gut-feel decisions from early screening
• +Volume-ready infrastructure for enterprise hiring

AI recruiting platform with intelligent matching, automated screening, and candidate engagement for tech hiring.

• +Automates repetitive sourcing tasks effectively
• +Taps into candidates who aren't actively looking
• +AI scoring surfaces best-fit candidates faster

Search Indeed's database of 250M+ resumes. AI matching, candidate alerts, and direct outreach.

• +Efficient sourcing workflows save significant time
• +Discovers passive candidates across multiple channels
• +More precise candidate-to-role matching

Online assessment platform with AI proctoring. Psychometric tests, coding assessments, and virtual interviews.

• +Automated pre-screening filters save hours per role
• +More objective evaluation
• +Scales to high volume

Free tool for generating boolean search strings for LinkedIn and Google. Essential for technical sourcers.

• +Dramatically reduces time spent on talent sourcing
• +Engages professionals who aren't actively job hunting
• +Improves the relevance of candidate recommendations

AI-powered voice interview bot that conducts and evaluates phone screenings 24/7. Multilingual support for global hiring.

• +Flexible scheduling
• +Consistent evaluation
• +Time savings

AI recruitment CRM with pipeline management, job posting, and candidate sourcing for agencies.

• +Lasting relationships
• +Pipeline visibility
• +Automated engagement

Business freelance platform with team collaboration, dedicated account management, and curated talent pools.

• +Automates the most time-consuming sourcing tasks
• +Broadens talent pool beyond active applicants
• +Higher accuracy in skills and experience matching

Creative job board by Adobe. Reach designers, illustrators, and creatives through their portfolio platform.

• +Automates the most time-consuming sourcing tasks
• +Broadens talent pool beyond active applicants
• +Higher accuracy in skills and experience matching

Developer job listings on GitHub. Reach developers where they code with technical job postings.

• +Efficient sourcing workflows save significant time
• +Discovers passive candidates across multiple channels
• +More precise candidate-to-role matching

Diversity-focused career platform connecting Black, Latinx, and Native American professionals with employers.

• +Dramatically reduces time spent on talent sourcing
• +Engages professionals who aren't actively job hunting
• +Improves the relevance of candidate recommendations

No-code workflows with AI steps: connect Google Forms, summarize CVs, trigger Slack alerts.

• +AI assistance makes building automations faster than traditional tools
• +Visual editor is accessible for non-technical users
• +Templates provide a quick start for standard recruiting workflows

Enterprise talent lifecycle management platform with AI-driven CRM capabilities.

• +Best-in-class enterprise compliance features
• +Strong talent marketing and nurturing
• +Comprehensive workforce planning module

AI-driven staffing and recruiting platform with workforce management, VMS integration, and automated candidate matching.

• +Single source of truth for all recruitment data
• +Built-in collaboration keeps hiring teams aligned
• +Recruiting velocity improves with automated workflows

Cloud-based staffing and recruiting CRM with AI-powered candidate matching, automated workflows, and VMS integration.

• +Unified view across jobs, candidates, and stages
• +Team members can review and score candidates together
• +End-to-end pipeline moves significantly faster

Comprehensive talent acquisition suite with AI-driven sourcing, CRM, ATS, onboarding, and recruiting analytics.

• +Single source of truth for all recruitment data
• +Built-in collaboration keeps hiring teams aligned
• +Faster cycles mean fewer lost candidates to competitors

AI-powered recruitment technology offering multilingual resume parsing, semantic search, and labor market intelligence.

• +Frees up sourcer time for higher-value outreach
• +Surfaces candidates not actively applying
• +AI matching produces more relevant shortlists

Find verified contact information for anyone online. Email and phone lookup that integrates with LinkedIn for recruiter prospecting.

• +Eliminates manual talent search across platforms
• +Reaches beyond job boards into passive talent pools
• +Smarter candidate-job fit through machine learning

Competitive intelligence platform providing company insights, news alerts, and org charts useful for targeted recruiting and account mapping.

• +Frees up sourcer time for higher-value outreach
• +Surfaces candidates not actively applying
• +AI matching produces more relevant shortlists

AI-powered recruitment marketing platform optimizing job ad spend across channels. Predictive analytics for hiring outcomes.

• +Attracts higher quality applicants
• +Reduces cost-per-hire
• +Builds employer reputation

Crowdsourced + AI sourcing platform. Combines machine learning with a global network of sourcers to deliver diverse candidate pipelines.

• +Automates repetitive sourcing tasks effectively
• +Taps into candidates who aren't actively looking
• +AI scoring surfaces best-fit candidates faster

AI talent intelligence platform for automated screening and shortlisting. Uses machine learning to predict candidate success.

• +Screening that took hours now takes minutes
• +Structured assessments reduce subjective bias
• +Built for teams processing hundreds of applicants

AI candidate engagement platform focused on improving candidate experience through personalized communication and chatbots.

• +Higher candidate response rates
• +Saves hours on manual outreach
• +Consistent messaging at scale

Enterprise video interviewing and AI assessment platform. Structured interviews, game-based assessments, and automated scheduling for Fortune 500 hiring.

• +Automated pre-screening filters unqualified candidates fast
• +Data-driven scoring provides consistent evaluation
• +Scales from 10 to 10,000 candidates without breaking

AI recruitment automation with intelligent candidate matching, automated screening, and hiring workflow optimization.

• +Screening that took hours now takes minutes
• +Structured assessments reduce subjective bias
• +Built for teams processing hundreds of applicants

AI-powered talent acquisition platform with resume parsing, candidate matching, and automated shortlisting for Indian market.

• +Single source of truth for all recruitment data
• +Built-in collaboration keeps hiring teams aligned
• +Recruiting velocity improves with automated workflows

Global people search platform with 800M+ profiles for hiring and sales. AI-powered candidate discovery across the web.

• +Manual sourcing effort drops dramatically
• +Machine learning finds overlooked high-potential candidates
• +Semantic matching outperforms basic keyword filtering

Modern staffing platform using work samples and video assessments instead of resumes. AI-powered skills-based hiring.

• +AI-assisted screening accelerates candidate review
• +Removes gut-feel decisions from early screening
• +Volume-ready infrastructure for enterprise hiring

AI-powered recruitment marketing platform. Programmatic job advertising with predictive analytics and ROI optimization.

• +Attracts higher quality applicants
• +Reduces cost-per-hire
• +Builds employer reputation

Talent acquisition cloud with AI-powered career sites, CRM, programmatic advertising, and employee referrals.

• +Build lasting candidate relationships
• +Better talent pipeline visibility
• +Automated engagement with passive talent

Enterprise staffing software with AI matching, front and back office management, and VMS integration.

• +Unified view across jobs, candidates, and stages
• +Team members can review and score candidates together
• +End-to-end pipeline moves significantly faster

Enterprise HCM suite with AI-powered recruiting, workforce management, and people analytics. For large organizations.

• +All hiring data accessible from a single hub
• +Built-in collaboration tools streamline team decisions
• +Faster cycles mean fewer lost candidates to competitors

Tech-focused job board and talent search platform. AI matching for IT, engineering, and tech roles.

• +Automates the most time-consuming sourcing tasks
• +Broadens talent pool beyond active applicants
• +Higher accuracy in skills and experience matching

Technographic data platform for identifying companies using specific technologies. Useful for targeted tech recruiting.

• +Dramatically reduces time spent on talent sourcing
• +Engages professionals who aren't actively job hunting
• +Improves the relevance of candidate recommendations