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 been updated as of June 2026 with new product data and talent acquisition benchmarks.

Key Takeaways 

• Data shows that hiring managers struggle with manually sourcing unresponsive candidates, while candidates prefer companies to thoroughly review qualifications before reaching out.
• Indeed Smart Sourcing combines the power of precise matching with AI-powered features to make talent discovery more efficient.
• Automated tools like AI Highlighter streamline administrative workflows, allowing recruitment teams to focus on candidate engagement. 

A staggering 99% of 300 U.S. hiring managers say sourcing qualified talent is a challenge, according to an Indeed-commissioned Harris Poll survey.¹ Meanwhile, more than half of employers 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.

Leveraging over 370 million Sourceable Profiles globally², Smart Sourcing uses precision matching to surface candidates who match your job criteria. 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 U.S. 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. These criteria help 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 22.7x 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 44% faster when they invited matched candidates to apply.³

AI-powered outreach to source top candidates

Survey data shows that 95% of U.S. 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 (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.

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.

📊📈 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. Globally, the team received a 77% response rate and 62% positive response rate—indicating high engagement.⁴

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 sourcing platforms measure candidate quality? 

Quality is determined by moving beyond basic keyword matching. Advanced platforms evaluate full profile context, overlapping skill sets, and past experience 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 e-mail address

³Indeed data (CA)

⁴Indeed Talent Attraction's May 2024 Business Review

Survey methodology: This survey was conducted online within the United States by The Harris Poll on behalf of Indeed from February 12 to February 20, 2024, among 1,107 employed adults, ages 18 and older, and 300 hiring managers (those with sole or primary decision-making responsibility 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.