Conversational AI in recruiting
Conversational AI in recruiting is chatbots and assistants that handle candidate-facing conversations — answering FAQs, collecting application data, scheduling interviews, sending status updates. Always live, in the candidate's language.
What these assistants actually do
The useful interactions, in increasing order of complexity:
- FAQ answering: salary band, location, work model, application timeline. Handles 60-80% of candidate questions without recruiter time.
- Application data collection: walking a candidate through the form fields in chat instead of a static form. Boosts completion rate.
- Status updates: “your application is in stage 2, expected response by Friday.” Better than silence.
- Interview scheduling: presenting available slots, booking, sending the calendar invite.
What they should not do: make hire/no-hire decisions, conduct substantive interviews, communicate rejections without a human in the loop.
What candidates think of them
Mixed and shifting. Surveys from 2024-25 show roughly 50% of candidates prefer a fast chatbot response to a 3-day human silence; the other 50% feel deflected by anything that isn’t a human. The right design lets the candidate escalate to a human at any time.
The signal: chatbots accepted as supplements, resented as gatekeepers.
EU AI Act implications
Under the AI Act, candidate-facing chatbots must disclose that the candidate is talking to an AI. Practical: a banner or first-message line saying so. Not a heavy lift but it does need to be in place.