I've been hesitant to share this one. I know AI is a touchy subject, especially when it comes to anything candidate-facing. But I genuinely believe we can use it for good, so here it goes.
Most rejection emails say nothing. "We've decided to move forward with other candidates. We wish you the best." The candidate spent hours preparing, showed up, gave their best, and gets a template in return.
I run a recruitment and HR outsourcing firm, and one thing I refuse to outsource to a template is the rejection message for candidates who reached the interview stage. If someone made it that far and asks for feedback, they deserve something real.
Here's my workflow:
During and after interviews, my team and I take notes. Strengths, gaps, where they shined, where they fell short against the role requirements.
I feed those notes into Claude along with the candidate's name, the role, and the stage they reached.
I ask it to draft a personalized rejection message that includes specific, constructive feedback. Not "we found a stronger candidate" but "your project management examples were strong, and the area that held you back was depth in stakeholder reporting, which this role leans on heavily."
I review and edit before sending. The AI drafts, I make the final call. Always.
The prompt I use:
"Write a personalized rejection email to a candidate who completed an interview and asked for feedback.
Here are my interview notes: [paste notes].
The role was [role title] and the key requirements were [list].
Write a warm, respectful email that: thanks them genuinely for their time, names 1-2 specific strengths they showed, gives 1-2 honest and constructive areas that influenced the decision, and encourages them to apply for future roles if it's a fit.
Keep it under 200 words, human, and free of corporate filler."
The results?
Candidates reply to thank me. Some have referred friends to our open roles. A few have reapplied and gotten hired later.
Candidate experience doesn't end at the offer. It includes the people you say no to. AI just makes it scalable to treat them all like humans.
Has anyone else used AI for candidate communication? Would love to hear what's working for you.