Introduction
Most recruiting teams wait for candidates to apply before engaging them. By then, the best candidates may have already accepted offers elsewhere.
Candidate intent changes that. It's the practice of identifying which job seekers are actively interested in your opportunities — before they hit "submit" on an application.
Understanding candidate intent means knowing who's researching your roles, how engaged they are, and when to reach out. It's the difference between reacting to applications and proactively recruiting the candidates most likely to convert.
What is Candidate Intent?
Candidate intent is the measure of how interested a job seeker is in your opportunities, based on their behavior and engagement signals.
High-intent candidates:
- View multiple job postings on your career site
- Return to your site repeatedly
- Click links in recruiting emails or texts
- Spend meaningful time reading job descriptions and employer content
- Start applications (even if they don't complete them immediately)
Low-intent candidates:
- Visit your site once and leave
- Don't engage with follow-up outreach
- Browse jobs without clicking or reading details
Intent scoring assigns a numerical value (often 1-10) to each candidate based on these behaviors. The higher the score, the more likely they are to apply and accept an offer.
Why Candidate Intent Matters
1. Reach candidates before they apply elsewhere
In competitive markets, talent doesn't stay available long. High-intent candidates are actively researching roles. If you wait for them to apply, competitors who reach out first may win.
Identifying intent signals lets recruiters engage proactively: "I noticed you've been looking at our warehouse roles — want to chat about what we're hiring for?"
2. Prioritize recruiter time on candidates most likely to convert
Recruiters don't have time to reach out to everyone. Intent scoring shows which candidates are worth the outreach. A candidate who's viewed 5 jobs and returned 3 times is more likely to respond than someone who visited once and bounced.
3. Improve conversion rates across the funnel
Candidates showing intent are already interested. They convert at higher rates than cold outreach or generic job board applicants. When you know who's engaged, you can focus resources on candidates with the highest likelihood of applying, interviewing, and accepting offers.
According to Dalia's data, high-intent candidates identified through behavioral tracking convert at 3X the rate of candidates reached through cold outreach.
How to Track Candidate Intent
Tracking candidate intent requires capturing and analyzing behavioral data across your recruiting channels:
1. Career site activity
- Job views (which roles, how many, how often)
- Time spent on pages
- Return visits
- Application starts (even incomplete ones)
2. Email and text engagement
- Open rates
- Link clicks
- Response rates
- Time between message sent and engagement
3. Form submissions
- Talent community sign-ups
- Event registrations
- "Learn more" requests
4. Source data
- Where candidates came from (career site, job board, LinkedIn, referral)
- Which campaigns or sources drive the most engaged candidates
Most recruiting teams struggle to track intent because their data lives in multiple systems — Google Analytics, ATS, CRM, email platforms — with no unified view. Without a centralized system, it's nearly impossible to score candidates or surface high-intent individuals.
Candidate Intent Scoring: How It Works
Intent scoring assigns a numerical value to each candidate based on the behaviors described above. Here's a simplified example:
Activity → Points
- Job view: +1 point
- Return visit: +2 points
- Email/text click: +2 points
- Application start: +3 points
- Time on site > 5 minutes: +2 points
A candidate who viewed 3 jobs, returned twice, and clicked an email would score 9 points — high intent. A candidate who viewed one job and left would score 1 point — low intent.
Real intent scoring systems are more sophisticated, weighting behaviors based on historical conversion data. For example, if candidates who view job pages in a specific category (e.g., nursing roles) convert at higher rates, those views may be weighted more heavily.
Using Candidate Intent to Improve Recruiting Outcomes
Once you've identified high-intent candidates, here's how to use that information:
1. Proactive recruiter outreach
Set up alerts so recruiters get notified when candidates cross an intent threshold. Example: "Jane Doe just viewed 4 warehouse roles and returned to your site 3 times this week."
Recruiters can reach out immediately: "Hi Jane, I saw you've been looking at our warehouse positions. Want to talk about what we're hiring for?"
2. Personalized follow-up campaigns
Segment candidates by intent score and tailor messaging accordingly. High-intent candidates get direct recruiter outreach. Medium-intent candidates get automated email/text campaigns highlighting relevant jobs. Low-intent candidates stay in nurture campaigns until engagement increases.
3. Optimize recruiting spend
Intent data shows which sources (Indeed, LinkedIn, career site, referrals) deliver candidates who actually engage. Cut spend on sources that drive traffic but not intent. Double down on channels that bring engaged candidates.
4. Re-engage candidates who started but didn't finish applications
Application starts are one of the strongest intent signals. If someone started an application but didn't submit it, they're interested but stuck. A quick follow-up ("Need help finishing your application?") often converts them.
Common Challenges with Tracking Candidate Intent
1. Data lives in multiple systems
Google Analytics tracks career site visits. Your ATS tracks applications. Your CRM tracks email opens. Your text messaging platform tracks SMS clicks. Connecting these data sources manually is time-consuming and error-prone.
2. No user ID to connect behavior across channels
If a candidate visits your career site, clicks an email link, and then applies via Indeed, most systems can't connect those actions to the same person. Without persistent user IDs, intent tracking is incomplete.
3. Intent signals aren't standardized
What counts as "high intent"? How do you weight different behaviors? Without a scoring model based on historical conversion data, it's hard to know which signals matter most.
4. Lack of real-time visibility
By the time you manually pull reports and identify high-intent candidates, they may have already moved on. Intent tracking is most valuable when it's real-time and actionable.
How Dalia Trusted Intelligence Tracks Candidate Intent
Dalia Trusted Intelligence solves the challenges above by providing a unified system for tracking, scoring, and acting on candidate intent.
Unified tracking across all sources
Trusted Intelligence tracks candidate behavior from first click to hire across every channel — career site, job boards, email, text, events, referrals. All data flows into one system, so you see the complete candidate journey.
Persistent candidate profiles
Every candidate gets a profile tied to their phone number or email, so their activity is tracked even if they engage across multiple channels. View a job on your career site, click an email link, apply via Indeed? Trusted Intelligence connects all three actions to the same person.
Automated intent scoring
Candidates are automatically scored based on their behavior. Recruiters see a ranked list of the most engaged candidates, with real-time alerts when high-intent individuals show interest.
Built-in recruiter alerts
When a candidate crosses an intent threshold (e.g., 3+ job views, 2+ return visits), recruiters get notified immediately. No manual reporting required.
Analytics that show which sources drive intent
See which recruiting channels deliver candidates who actually engage — not just traffic. Cut spend on sources that bring visitors but not high-intent candidates.
Learn more about Trusted Intelligence →
Key Takeaways
- Candidate intent measures how interested a job seeker is in your opportunities, based on their behavior and engagement signals.
- Intent scoring assigns a numerical value to candidates based on activities like job views, return visits, email clicks, and application starts.
- High-intent candidates are actively researching roles and convert at 3X the rate of cold outreach.
- Proactive outreach to high-intent candidates helps you reach talent before competitors do.
- Tracking intent requires unified data across career sites, ATS, CRM, email, and text platforms — which most recruiting teams don't have.
- Dalia Trusted Intelligence provides automated intent tracking, scoring, and recruiter alerts across all recruiting channels.
Get Started with Candidate Intent Tracking
Ready to identify and engage high-intent candidates before they apply elsewhere?