Rank 200 resumes into a shortlist with Claude
A friend uploaded 200 resumes to Claude for a ranked shortlist; the top pick bombed the first call because it ranked writing quality, not job readiness. ·
Done withClaude
- What they did
- A solo recruiter at a small startup received more than 200 applications for one role and, short on time, uploaded the resumes into Claude to generate a ranked shortlist. She took Claude’s top-ranked candidate into a first-round call, but the post says he could not explain much of what was on his resume; commenters mainly argue this reflected a weak prompt and overreliance on the model.
- How it went
- The immediate result was a bad top pick: the #1 candidate looked strong on paper but failed the first screening call. The post’s broader claim is that a general-purpose LLM favored polished, keyword-heavy writing over real job readiness, though it gives no measured shortlist stats beyond that anecdote.
- Worth knowing
- The source’s clearest catch is process risk: the recruiter used Claude because manually reviewing 200 resumes felt too slow, but the thread repeatedly flags privacy, audit, and prompting issues.
Try it yourself with Claude
I'm uploading [number] resumes for a [job title] role. Rank them for job readiness, not writing polish, using these criteria: [must-have skills, years of experience, relevant achievements]. Give me a top [number] shortlist with evidence from each resume and flag where you're unsure. Then suggest three screening questions to test the top candidates, since the ranking shouldn't be the final call.
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Source: Reddit · Jun 1, 2026
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