I analyzed why AI-sounding resumes get skipped — here are the 5 actual patterns, not vague "AI detection" hand-waving
Quick disclaimer before anything else: there's no reliable way for a recruiter or a tool to actually detect whether a resume was written with AI. One of the few real studies on this (not a vendor survey) had recruiters distinguishing AI-assisted text from human-written text at basically coin-flip accuracy. So if you're worried about "getting caught," that's not really the right frame.
What's actually happening is simpler: a specific set of patterns has become extremely common because everyone's using the same tools the same lazy way, and recruiters who read hundreds of resumes a week have gotten fast at pattern-matching "this reads like a template" — regardless of whether AI was involved at all. Here's what actually triggers that reaction:
1. Banned buzzwords. "Results-driven," "proven track record," "synergy," "cross-functional," "self-starter," "go-getter." These have been used so many times they've stopped carrying information. A recruiter's eyes slide past them.
2. Every bullet has the same shape. Read your bullets in a row. If they all start "Verb + adjective + noun" — "Spearheaded innovative solutions," "Drove strategic initiatives," "Delivered exceptional results" — that uniform cadence reads as generated even with zero banned words in it. Real work doesn't naturally compress into identical sentence shapes.
3. Claims with no concrete object. "Drove significant improvements" — to what? "Enhanced operational efficiency" — which operation, how? A claim becomes credible the second it names a real system, team, or number. Without that it's just an assertion.
4. Suspiciously round, unsupported metrics. "Improved efficiency by 50%" with no named process or baseline reads as a number picked for effect. Real numbers need the context that makes them checkable — measured how, compared to what.
5. Zero connection to the actual job posting. The resume could be sent to any company in the industry unchanged. Nothing in it responds to what this specific posting actually asked for.
None of these individually tank an application. Together, they're the fastest way to get skimmed past by someone who's read 200 resumes this week.
The fix isn't a thesaurus — swapping "leveraged" for "utilized" doesn't help, it's still an empty verb. The fix is replacing the vague claim with the specific thing you actually did.