Recruit Smarter, Not Harder, with the AI Efficiency of Indeed Smart Sourcing

Editor’s note: This article was originally published in April 2024 and has since been updated with product enhancement information and new insights.

surveyed report reductions in recruiting staff and that only 36% of passive candidates respond to outreach.¹ As hiring teams are asked to do more with less, talent acquisition leaders are looking for hiring platforms that help them identify, engage, and hire quality candidates more efficiently.

Forward-thinking organizations are moving toward systems that automate repetitive tasks and help recruiters focus on higher-value work, like building relationships with qualified candidates.t. This automated efficiency is what Indeed’s AI-powered Smart Sourcing is designed to deliver.

Leveraging over 370 million Sourceable Profiles globally, Smart Sourcing uses precision matching to surface candidates who match your custom criteria.² Instead of forcing teams to manually filter through databases, advanced algorithms match active professionals directly to open roles. Custom-generated messaging and collaboration tools can streamline workflows while maintaining an individualized approach. In fact, 90% of users agree Smart Sourcing is the preferred product for securing quality talent.¹

Here’s how Smart Sourcing can address your talent-sourcing pain points.

Where to find qualified candidates by role

The Indeed-commissioned Harris Poll survey found that 74% of hiring managers prefer matching with qualified talent based on skills and relevant experience rather than conducting manual searches.¹ Smart Sourcing surfaces matched professionals directly in search results, accelerating the review process and helping to ensure hiring managers don’t overlook top talent.

When comparing a job post and job seeker profiles, the platform bases matches on keyword relevancy, resume details, job seeker search activity and site recency. This criteria helps the matching algorithms present highly relevant candidates who demonstrate an interest in new opportunities. On the platform homepage, talent leaders can quickly locate professionals through saved searches, active job openings or specific skill keywords.

Universal Health Services (UHS), a leading hospital and healthcare provider with 400 facilities across the U.S., Puerto Rico and the U.K., reported a 30% improvement in candidate-response rates after adopting Smart Sourcing. 

“Smart Sourcing serves up appropriate candidates that tend to be more eager to respond and are active on Indeed. So we get both quality candidates that are a fit and a higher response rate than with another similar tool.”

 — Director of Recruiting, Universal Health Services

In the same Harris Poll survey, 70% of 1,107 U.S. workers said employers who contacted them in the past could have better reviewed their skills and experience beforehand.¹ A lack of personalization in initial outreach can negatively impact employer brand.

To address this, Professional subscription holders can use the AI Highlighter to instantly receive a visual spotlight on the most relevant skills and experiences within a profile based on specific search criteria. This functionality accelerates candidate discovery and enables faster, more informed hiring decisions to preserve the candidate experience.

Matched candidates you invite to apply are 15.1x more likely to apply to your job than job seekers who see it only when searching on Indeed,³ and, on average, employers who used Smart Sourcing made a hire 40% faster when they invited matched candidates to apply.³

Automating outreach to source top candidates

Survey data shows that 95% of hiring managers believe productivity would improve if AI assisted with administrative tasks like candidate outreach.¹ Customizable, AI-powered communication tools reduce the time required to write, personalize and proofread initial messages.

Indeed Smart Sourcing generates customized communications based on the intersection of a candidate’s resume and an active job posting. Recruitment teams can customize AI-generated messages or create their own templates to match a specific organizational tone and refine the copy before sending.

“The AI-powered messages are very effective because they’re personalized for each individual candidate. It’s amazing how the AI pulls in the right pieces of a job description to describe the highlights of the job and uses information from a candidate’s resume to say why it's a great fit,” says the UHS recruiting director.

With a Professional subscription, you can also automate follow-up with custom reminder messages. Smart Sourcing Analytics (newly enhanced as of August 2025) allows you to track recruiter performance and boost candidate engagement tactics. Its data empowers users to understand which sourcing methods and messages yield the best results, helping you maximize ROI.

Automate search and focus on the hire with Sourcing Assistant

To maximize team productivity in a competitive market, hiring teams need tools that save time and attract talent. Sourcing Assistant (available with Smart Sourcing Professional and Enterprise subscriptions as of May 2026)⁵ acts as a natural extension of a recruiting team by finding, engaging and delivering high-quality candidates around the clock.

Once talent teams establish their ideal criteria, tailor the messaging and set outreach parameters, the assistant runs around-the-clock discovery and outreach.

Here’s how it works:

• Reaching high-quality candidates: Keywords tell only part of the story. Sourcing Assistant uses natural language processing to understand the nuances behind hiring criteria. It identifies related skill sets and recent candidate activity to surface qualified individuals who might otherwise be overlooked. Because of this contextual understanding, applicants found through the assistant are 2.9X more likely to be hired than those from alternative sources.⁶
• Reclaiming hours for strategic priorities: Manual database filtering and initial cold outreach can take up large chunks of a recruiter's calendar. By automating early engagement and delivering completed applications directly into the recruitment workflow, Sourcing Assistant helps team members reclaim valuable time to focus on building more meaningful relationships with candidates and gain a better understanding of their capabilities and culture add.
• Maintaining 24/7 hiring momentum: Timing is critical with an impending talent shortage. Sourcing Assistant begins candidate discovery and outreach based on custom requirements to help ensure organizations engage the right people at the right time to speed up the hiring cycle.

Optimize recruiting workflows and team productivity

Recruiting and hiring can be complex, with work distributed across multiple people and platforms. To simplify the process, Smart Sourcing Professional subscriptions allow you to invite your team to sourcing projects and accelerate the candidate feedback process with collaborative task management tools. 

For instance, when a recruiter curates a list of responsive professionals, they can share those profiles with team members with the same subscription, log real-time evaluation notes throughout the hiring funnel and prompt hiring managers for immediate input.

To maintain an integrated tech stack, the platform syncs with major applicant tracking systems (ATS) — including Workday, iCIMS and Greenhouse — to transfer candidate information automatically.

📊📈 Measuring Sourcing Success: Quality-of-Hire and Efficiency MetricsWhen evaluating the best job boards for employers, talent leaders should track clear efficiency benchmarks, not raw application volume. Modern sourcing platforms help organizations optimize several key performance indicators (KPIs):Cost-per-quality-apply (CPQA): Measures the recruitment spend required to attract a candidate who meets all baseline role qualifications and advances past initial screening.Interview-to-offer rate: Tracks the alignment of the sourcing tool. High matching accuracy shifts this ratio, ensuring teams take the time to hold interviews with highly qualified prospects.Time-to-fill: Automating discovery can reduce days of manual pipeline building, reducing productivity-draining vacancies.

AI innovation with a human focus: Smart Sourcing in action

Through Indeed’s Customer No. 1 program — which aims to help Indeed employees better understand the client experience by directly using Indeed's products and providing their feedback — the Indeed talent attraction team put Smart Sourcing to the test. They used the product to hire internally across the U.S., Canada, Great Britain, Germany, Ireland, India, Australia and France.

 To successfully connect with candidates, the team combined AI-driven efficiency with personalization. “We find the best response rates with messages generated by AI and then further customized by our experienced recruiters,” says Christina Rippo, Indeed Senior Program Manager of Talent Attraction.

Selecting the right sourcing framework

Smart Sourcing subscriptions are available in Professional and Enterprise options. All subscriptions include access to candidate search and filters, matched candidates, AI functionality and collaboration tools, though features may vary by country.

Ultimately, no one gets into talent attraction for the legwork — it's for the people. “AI can and will make hiring way simpler and faster,” says Maggie Hulce, Indeed Chief Revenue Officer. “But together, we can ensure the ‘human’ is always at the heart of hiring.”

Learn more about Smart Sourcing.

Frequently asked questions about candidate sourcing platforms

What are the best candidate sourcing platforms for employers? 

The best platforms combine a large professional database with data on job search activity and intent, as well as responsible AI. Rather than relying on passive job postings, leading platforms actively match qualified talent to open roles based on skills, resume updates and their responsiveness on the site.

How do automated sourcing platforms measure candidate quality? 

Quality is determined by moving beyond basic keyword matching. Advanced platforms evaluate full profile context, overlapping skill sets, past experience and real-time behavioral signals to ensure candidates are both qualified for the role and open to new opportunities.

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Sources

¹Harris Poll survey of U.S. hiring managers with 2,000+ employees (n=300) and employed adults, ages 18 and older (n=1,107), conducted on behalf of Indeed, February 2024

²Indeed data (worldwide), job seeker accounts set to public that have a unique, verified email address

³Indeed data (U.S.)

⁴Indeed data (U.S.)

⁵Sourcing Assistant requires Indeed Apply. Sourced candidates are delivered on Indeed only, not in the ATS. For ATS delivery, Sourcing Assistant requires Indeed Apply sync.

⁶Indeed test data (U.S.), as measured in the Sourcing Assistant trial, based on hires per apply from 225 jobs. Timeframe: 2025-11-12 to 2026-01-17

Survey methodology: This survey was conducted online within the United States by The Harris Poll on behalf of Indeed from February 12–20, 2024, among 1,107 employed adults, ages 18 and older, and 300 hiring managers (those with sole or primary decision making in the recruiting and hiring process) with 2,000+ employees. The sampling precision of Harris online polls is measured by using a Bayesian credible interval. For this study, the employee sample data is accurate to within +/– 2.6 percentage points and the hiring manager sample data is accurate to within +/— 5.6 percentage points using a 95% confidence level.