AI-Powered Candidate Search & Matching

Find the Right Fit, Faster

Find top candidates in seconds with AI-driven search and matching—combining speed, precision, and scale to power smarter hiring.

What Is AI-Powered Candidate Search & Matching?

AI-Powered Candidate Search & Matching is an intelligent recruiting tool that helps you instantly find the most relevant candidates—across your internal database and external sources—using natural language search and precision filters.

Business professional using recruitment software on laptop with candidate search and evaluation tools for job applications and assessments.
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Discovered’s Candidate Search & Matching feature lets you type something as simple as “backend engineers in Chicago with Node.js” and instantly see ranked results with color-coded match indicators. You can filter by resume rating, assessment results, skills, and more—without writing complex Boolean queries.

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This feature is designed to help recruiters and hiring teams surface the right talent quickly, reduce redundancy, and keep pipelines filled with strong-fit candidates. Whether you’re reactivating past applicants or sourcing new ones from integrated platforms like People Data Labs, the system simplifies your workflow so you can focus on hiring—not hunting.

Why Use Candidate Search & Matching?

Here’s how our Search & Matching feature transforms how you find talent:

Benefit

What It Means for You

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Faster Discovery

Surface relevant candidates instantly using natural language prompts.

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Precise Filtering

Narrow your results by skills, ratings, titles, locations, and more.

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Smarter Matching

Color-coded match indicators highlight partial and perfect fits.

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Source Expansion

Go beyond your database using integrated platforms like People Data Labs.

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Feedback Loop

Help improve search results with built-in feedback options.

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No Duplicates

Avoid redundancy by identifying and removing candidate duplicates.

How Candidate Search & Matching Works

How Candidate Search & Matching Works

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Search Internally

Select any job post and head to the Find & Evaluate Talent section. Discovered will automatically pre-fill search filters using your job description. Adjust filters as needed and import top candidates directly to your pipeline.

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Use Natural Language or Advanced Filters

Type something like “backend engineers in Chicago with Node.js” or apply filters manually—like resume rating, job title, location radius, and assessments completed.

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Scan the Results

Get instant access to matching candidates with profile previews, color-coded match indicators (partial, close, or exact match), and one-click profile actions.

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Pull from External Sources

Need more options? Integrate with People Data Labs, input your criteria, and import top-matching candidates directly into your job pipeline. Set batch sizes to manage usage.

Learn more about our tools

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Key Features

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Natural Language Search Bar

Describe your ideal candidate in plain English—Discovered converts it to smart filters automatically.

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Advanced Filter Controls

Sort by resume score, job title, education, candidate source, rating, assessment status, and more.

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Color-Coded Match Indicators

Instantly understand candidate fit—whether they match all, some, or just a few role requirements.

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Duplicate Removal

Automatically flag and merge candidate duplicates to keep your pipeline clean and accurate.

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External Talent Sourcing

Pull fresh candidates from third-party data sources and enrich your internal pool.

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Copy to Other Jobs

Move a candidate to any other open job post without triggering unwanted automations.

Perfect For…

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    Recruiters with large candidate databases

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    Sourcing teams needing fast shortlists

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    Hiring managers reactivating silver medalists

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    Companies scaling across departments and locations

Smiling businessman checking his phone in modern office, using mobile recruitment app for candidate search and matching.
Group of hiring professionals discussing resumes and job applications around a laptop during a collaborative recruitment meeting.

Hear From Our Customers

Pro Tip

Pro Tip

“Most platforms expect you to know exactly how to search. Discovered flips that—just describe the person, and the system does the rest.”


Fletcher Wimbush, CEO

Recruiter conducting virtual interview while reviewing printed resumes, using hiring platform for candidate evaluation and selection.

Ready to Find the Right Candidates—Faster?

Use smart filters, AI-powered matching, and instant sourcing to build better pipelines without the busywork.