Every vendor briefing leaves me with product updates, roadmap notes and a better understanding of where a company is investing. Occasionally, however, a conversation sparks a much broader question.
That happened recently during a briefing with Radancy, a talent acquisition platform that helps enterprise organizations attract, engage and hire talent through recruitment marketing technology, candidate engagement, CRM and screening and scheduling solutions. Beyond discussing their platform, the team shared research from Radancy Labs and insights gathered through their customer network. While the discussion centered on the future of talent acquisition, I found myself thinking less about technology and more about how the candidate journey itself is changing.
One statistic immediately stood out.
According to Radancy’s research, 77% of job seekers now use AI tools before ever visiting a company’s career site.
The statistic is interesting, but the larger implication is even more important.
If candidates are gathering information before they ever interact with an employer, where does recruiting actually begin?
Where Does Recruiting Actually Begin?
For many years, talent acquisition leaders focused on optimizing the parts of the hiring process they controlled. Career sites became easier to navigate. Application processes became more streamlined. Candidate communications became more personalized. Those investments continue to matter because they shape the experience once a candidate chooses to engage with an organization.
What is changing is everything that happens before that first interaction.
Candidates now have countless ways to learn about an organization before visiting its website. They can ask AI platforms for an overview of the company, search for employee experiences, compare employers across multiple sources or read discussions on community forums. By the time they arrive at a career site, many candidates have already formed expectations about the organization.
This changes the role of the employer’s digital presence.
A career site is still an important destination, but increasingly it serves as a place where candidates validate, clarify and expand on information they have already gathered elsewhere. That places greater importance on consistency across every touchpoint that shapes an organization’s reputation.
Quality Starts Before the Application
Another statistic shared during the briefing reinforces why those early impressions matter.
Radancy found that 83% of employees who left within their first 90 days cited misrepresentation as a primary reason for leaving.
Whether those expectations were created through recruiting conversations, online content or information gathered from outside sources is almost secondary. The important takeaway is that candidate expectations and organizational reality were not aligned.
Talent acquisition has always been responsible for attracting talent. Increasingly, it is also responsible for helping candidates develop an accurate understanding of what they are joining.
The conversation also highlighted another challenge that recruiting leaders know all too well.
According to Radancy, 41% of job seekers apply to as many jobs as possible.
Submitting applications has become remarkably easy. As a result, recruiting teams often manage larger applicant pools while continuing to search for qualified candidates.
That reality suggests it may be time to reconsider some of the metrics that have traditionally defined recruiting success.
Application volume remains a useful operational measure, but it says very little about candidate quality or long-term hiring success. Organizations that consistently create better alignment between candidate expectations and organizational reality are likely to achieve stronger hiring outcomes than those simply generating larger applicant pipelines.
Maturity Determines the Response
One of the most interesting parts of the discussion centered on how organizations are adopting AI within recruiting workflows.
Radancy shared research showing that for 73% of workflow tasks, TA Leaders show no clear consensus on AI’s role.
I found that encouraging.
Rather than moving toward a single approach, organizations are carefully evaluating where technology creates value, where human judgment remains essential and how governance should evolve alongside new capabilities.
Those conversations are ultimately less about technology than organizational readiness.
Organizations with standardized processes, reliable data, clear governance and well-defined responsibilities are in a much stronger position to evaluate emerging technologies thoughtfully. Those foundations make it easier to introduce new capabilities while maintaining consistency, transparency and trust throughout the recruiting process.
A Different Way to Think About Talent Acquisition
As I listened to the discussion, I kept coming back to one of Brandon Hall Group’s newest research initiatives: the Talent Acquisition Progression Model for Empowering HR Excellence.
The model was developed because organizations often evaluate recruiting through activity metrics such as applications, time-to-fill or technology adoption. While those measures have value, they rarely explain whether the talent acquisition function is becoming more strategic.
Our research found that 57% of organizations remain in the first two stages of talent acquisition maturity, where the emphasis is on building consistent recruiting operations and delivering reliable hiring processes. Only 9% of organizations have reached the Optimized stage, where talent acquisition functions as a strategic business capability supported by integrated technology, governance, analytics and continuous improvement.
The market signals Radancy shared reinforce why progression matters.
Candidate expectations are changing. Information is gathered from more sources than ever before. Recruiters are managing larger applicant pools while working to improve candidate quality. These are not isolated technology challenges. They require organizations to mature the way talent acquisition operates.
The organizations making the greatest progress are connecting employer branding, candidate experience, recruiting operations, governance and analytics into a coordinated strategy. Technology certainly supports that progression, but maturity comes from how those capabilities work together to create better outcomes.
If you’re interested in understanding where your organization stands today, I encourage you to explore the Brandon Hall Group Talent Acquisition Progression Model for Empowering HR Excellence.
Looking Ahead
Talent acquisition leaders have always adapted to changing labor markets, evolving technologies and shifting candidate expectations.
What feels different today is where those changes begin.
Recruiting increasingly starts before candidates interact directly with employers. Their first impression may come from an AI-generated summary, an online discussion, an employee review or information assembled from multiple sources across the internet.
Organizations cannot control every conversation, but they can influence the information that shapes those conversations.
That may be one of the most significant opportunities facing talent acquisition today. The organizations that recognize this shift early and strengthen the connections between employer brand, candidate experience, governance and recruiting strategy will be better positioned to attract talent that is informed, engaged and ultimately better aligned with the organization.
The recruiting journey has always been about building relationships. The starting point of that journey has simply moved earlier than many organizations realize.
