3 myths about recruiting, exposed by AI

While a recruiter’s instinct is often to rely on a LinkedIn pipeline, it’s less effective than tapping into talent rediscovery.

3 myths about recruiting, exposed by AI

4 min read

Recruiters no longer need to rely solely on new candidates to fill open positions. Today, organizations are seeing dramatic results by tapping into the talent pools right in front of them.

Talent rediscovery re-engages passive talent already familiar with the organization. Unfortunately, many HR functions overlook this recruiting tactic or lack the talent acquisition technology to enable re-engagement.

Michael Watson was a power user of Eightfold AI at Gigamon, where they used talent rediscovery to decrease time to hire and save millions of dollars with increased productivity. Seeing firsthand how AI changes the game for recruiters, Watson likens the introduction of AI to the transition from newspaper ads to internet job boards. Used correctly, AI opens the door to a new level of recruiting efficiency.

At Eightfold, Watson leads customer advocacy, helping clients go deeper into their talent pools to fill roles while debunking myths about using AI for talent rediscovery along the way.

On the Recruiting Future with Matt Alder podcast, Watson unpacked three of the top talent acquisition fallacies and shared insights into the benefits and practical results of AI-driven talent rediscovery.

Myth no. 1: Previous applicants will never be a fit

There are countless reasons why a person who previously expressed interest in a position didn’t get hired.

In many cases, it can be attributed to headcount limitations. Many candidates are great fits for a particular role, but the organization only needs to hire one person. Those silver and bronze medalists — whose skills have only grown since the last interaction — should not be out of the running when headcount expands. 

“Passive talent should be the first stop when a position opens,” says Watson. “As a recruiter, it’s much easier to go to someone who knows who you are and what the company is about.”

3 Myths About Recruiting, Exposed by AI Too often, a recruiter’s first instinct is to head to LinkedIn. But, by tapping into their passive talent network, they can quickly cut through the noise and re-engage a previous candidate — upleveling the conversation from selling the organization to selling the role. 

Rediscovering talent changed the paradigm for Activision Blizzard, which experienced a tremendous reduction in time to fill. In 2021, passive candidates made up 41 percent of all new hires at the company.

“People can learn all sorts of skills in a short amount of time, now more than ever,” said Justin Ghio, Director of Talent Sourcing at Activision Blizzard. “Leveraging historical data allows us to reopen the conversation and find the right fit for them. Candidates are elated knowing they are being reconnected with, and we ultimately see this approach converting many of them.

Myth no. 2: It’s easy for recruiters to keep past applicants on file

Many hopeful candidates believe recruiters neatly tuck away resumes to revisit when the perfect role opens up. 

Even if recruiters intend to revisit applications, many lack the talent-acquisition tools to resurface past applicants.

“There is an assumption that the resumes of people who apply for a job will somehow connect to another job that might come up in the future,” says Matt Alder, Recruiting Future Podcast. “But, in my experience, an applicant tracking system has never been very good at delivering on that.”

Organizations boasting AI as part of their talent-acquisition arsenal can provide a personalized, transparent, and inclusive candidate experience to past applicants by doing the following three things:

  • Be transparent and humble in candidate outreach by acknowledging the organization’s failure to not reach out sooner with open opportunities. Then, highlight a future commitment to finding a good fit for the candidate.
  • Share open roles that tap into transferable skill sets. Welcome candidates back into the talent network by showing them positions they qualify for based on their adjacent skills.
  • Communicate from the top to build trust with passive talent. Consider sending emails penned by leaders, including a Chief Human Resources Officer, functional recruitment leaders, and so on.

3 Myths About Recruiting, Exposed by AI

Myth no. 3: Recruiters and hiring managers can’t make real-time decisions

For organizations aspiring to achieve a zero-day opening fill rate, there’s no time to waste. The old ways of sourcing candidates for weeks, only to have a hiring manager possibly reject them, are over.

Talent acquisition teams can transform how they work with hiring managers by surfacing candidates they may not have otherwise considered, often right in the intake meeting. 

In addition to pointing to actual results, including a shorter time to fill, Watson recommends asking hiring managers if they prefer to approach warm or cold passive candidates.

When exposed to talent rediscovery, hiring managers understand the benefit of inviting passive candidates back into the fold.

With Eightfold Talent Intelligence, the system educates hiring managers on the implications of specific job requirements on the existing talent pool. Oftentimes, passive talent makes up a large percentage of the talent pool, enabling recruiters and hiring managers to walk out of the intake meeting with instant pipeline. 

With talent intelligence as a conduit, recruiters can shave days off their time to fill and hire the best candidates with confidence.

To learn more about how to get the most out of your talent database through talent rediscovery and AI applicant tracking, read Don’t Start From Zero: The Power of Talent Rediscovery.

You might also like...

AI Recruiting
AI Recruiting
Aug 12, 2025 16 min read Miranda Enzor

This in-depth guide breaks down what AI recruiting is, how it works, real-world applications, top tools, and ethical best practices.

AI Talent Acquisition
AI Talent Acquisition
Mar 12, 2025 14 min read Miranda Enzor

AI is changing recruiting, providing data-driven insights and surfacing new ways to drive candidate re-engagement and recruiter productivity.

AI Recruiting ROI
AI Recruiting ROI
Aug 29, 2025 15 min read Miranda Enzor

AI in recruiting is reshaping talent acquisition with smarter, fairer, and more efficient hiring processes.

Show More (9)Show Less
AI in Recruiting
AI in Recruiting
Sep 08, 2025 16 min read Miranda Enzor

Gen AI and agentic AI are transforming recruiting from taking on administrative tasks to strategic talent planning.

AI Talent Platforms
AI Talent Platforms

Resumes and job descriptions are 500-year-old technologies. Why are we hiring for the future of our organizations with tools of the past?

AI Talent Rediscovery
AI Talent Rediscovery
Jun 07, 2022 13 min read Eightfold AI

Organizations are struggling to find, attract, and hire candidates. Talent rediscovery can help HR teams overcome this challenge.

AI Recruitment Innovations
AI Recruitment Innovations
Dec 02, 2025 14 min read Miranda Enzor

Discover how AI and agentic AI are transforming recruiting, scaling high-volume hiring, reducing bias, and empowering recruiters.

AI Hiring
AI Hiring
Nov 04, 2022 13 min read Eightfold AI

Read how AI for recruiting expands the talent pool of qualified, diverse applicants and improves communication for faster time to fill.

Recruiting Outside ATS
Recruiting Outside ATS
Jul 25, 2023 12 min read Eightfold AI

When tech company Box needed a better way to discover and hire candidates, its talent leaders turned to AI.

AI Recruiting Essentials
AI Recruiting Essentials
Jan 02, 2019 11 min read Steve Feyer

This year, there has been a big increase in chatter around AI recruiting. Companies are increasingly turning to artificial intelligence...

Past Candidate Reengagement
Past Candidate Reengagement
Nov 13, 2024 13 min read Eightfold AI

Every HR team has a candidate graveyard of nearly hired talent. With AI-powered HR tech, you can revive this talent pool to fill roles.

Recruiting ROI
Recruiting ROI
Dec 18, 2018 12 min read Carlos Tobon

Bottom Line: Improving how you recruit using AI directly drives revenue and makes future business models and plans achievable, increasing the...

Share Popup Title

Share this article