A new journey
The traditional candidate journey (awareness, consideration, application) has not disappeared. But a new layer has been added: the AI research phase.
Before a candidate visits your careers page, 38% of jobseekers under 30 have already asked an LLM, “Is [company] a good employer?” (Tidio Research, 2025)
Your first impression is no longer made by you. It is made by AI.
Mapping the new journey
| Phase | Traditional | AI era |
|---|---|---|
| Awareness | Advertising, referral, job board | LLM response to “best employers in [sector]” |
| Research | Visit website, check Glassdoor | ChatGPT questions, Perplexity search |
| Consideration | Compare vacancies | Getting AI to compare: “[Company A] vs [Company B]” |
| Application | Fill in application form | AI helps with CV and cover letter |
| Preparation | Glassdoor interview questions read | Getting AI to simulate: “Practice interview for [position] at [company]” |
Touchpoints where AI intervenes
1. The discovery question
“Which tech companies in Amsterdam have a good work-life balance?”
This is where your employer brand must emerge or your competitor wins.
Optimisation: Make sure your work-life balance policy is concretely and citably documented. Not “we believe in balance” but “32-hour work week optional, 2 days remote on average.”
2. The comparison question
“What is the difference between working at [your company] and [competitor]?”
LLMs synthesise information from both companies. Whoever has more concrete, positive data points wins.
Optimisation: Publish comparison content yourself. “Why do engineers choose us vs big tech?” with honest, specific arguments.
3. The depth question
“What is the advancement opportunity like at [company]?”
This is where the candidate looks for specific information. Vague answers = lost candidate.
Optimisation: Employee journey data publishing. “Average time to senior: 2.5 years. 73% of management moved on internally.”
4. The validation question
“Are there any red flags at [company]?”
Candidates use AI to identify risks. Old Glassdoor reviews, news stories about layoffs, negative Reddit threads - everything comes up.
Optimisation: Pro-actively address. If you have had a difficult period, publish how you have improved. Transparency wins over silence.
The “zero-click” candidate
A growing segment of candidates apply without ever visiting your website:
- Asks AI for employer recommendations
- Gets your name + summary
- Asks AI for job details
- Have AI write CV and letter
- Apply via LinkedIn Easy Apply
In your analytics: zero touchpoints. In reality: a fully informed candidate.
Implications for your employer brand strategy
Content must work standalone
Each page, each article should be understandable independently of context. AI extracts snippets, not entire journeys.
Consistency is not optional
AI compares what you say on your website, LinkedIn, Glassdoor, in press releases. Inconsistencies are noticed and damage trust.
Speed of information update
If your policies change, they should be updated everywhere at once. A candidate who hears via AI that you are “fully remote” while your website says “hybrid” will drop out.
The role of employee voices
In the AI journey, employee voices weigh heavily. Not because AI programs it that way, but because it is trained on human preferences, and people trust employees more than marketing.
Journey mapping for the AI era
Update your candidate journey map with these questions:
- For which questions would a candidate consult AI?
- What would AI answer to those questions (test it!)?
- Where are gaps between desired and actual AI response?
- What content needs to be created/optimised to close those gaps?
Practical steps
This week:
- Ask 10 questions candidates would ask AI about you
- Test those questions in ChatGPT, Claude, and Perplexity
- Document the answers
This month:
- Identify the 3 biggest gaps between desired and actual AI image
- Create content that addresses those gaps
This quarter:
- Update your candidate journey map with AI touchpoints
- Implement a monthly AI audit cycle
Next article
In the next article, we dive into competitive analysis: how do you measure your share of voice versus competitors in AI answers, and what can you learn from top performers?
This article is part of a series on GEO and employer branding.
Sources:
Tidio, “AI Job Search Behavior Study” (2025)
Gartner, “Future of Recruiting” (2024)
LinkedIn, “Global Talent Trends” (2025)
Josh Bersin Company, “HR Technology Predictions” (2025)