Questions, answered

ATS stands for Applicant Tracking System. It's the software companies use to manage incoming job applications, and most modern ATS platforms include a filter that scans resumes for specific keywords, formatting, and structural patterns before a human ever sees them. If your resume doesn't match what the system is looking for, it gets ranked low or filtered out entirely. Common platforms include Workday, Greenhouse, Lever, and Taleo, and there are dozens of others.

Most mid-size and enterprise employers use one. Smaller companies and direct hires through a recruiter sometimes skip the ATS step, but you usually have no way to tell which is which when you click apply. That's why VibePly assumes the filter is there and optimizes for it. The cost of optimizing for an ATS that wasn't actually in the loop is zero. The cost of not optimizing for one that was is the entire application.

If you want to dig deeper, we've written a full guide to beating ATS filters and an explainer on how match scores actually work.

A score of 80 or higher is the sweet spot. At that level, your resume is covering the keywords ATS systems are scanning for, your structure is clean, and your bullets are leading with outcomes a recruiter will notice. Anything above 90 is excellent and rare on a first pass.

The honest part: most resumes don't start there. Most first-pass scores land somewhere in the 60s, which is normal and expected. The point of the analysis isn't to grade you, it's to show you exactly what to fix. Users who act on the recommendations typically see their score climb 10 points or more on the second pass, and it keeps climbing from there as you tighten things up. Treat the first number you see as a starting point, not a verdict.

One thing worth knowing: a high score doesn't guarantee you'll get the interview. It means your resume cleared the filters and gave a recruiter a reason to keep reading. The rest is the role, the timing, and what you've actually done.

The honest answer is that recruiters can't detect AI use directly. What they can detect, and what they're actually flagging, is lazy AI use: generic phrasing, bullets that all sound identical, buzzwords without context, inflated metrics, and language that has no human voice in it. Those are the symptoms of someone pasting their resume into a chatbot with a one-line prompt and shipping the output unchanged.

VibePly is built to do the opposite. Every bullet rewrite is grounded in what you actually wrote. The system tightens language and surfaces results that were already there, but it doesn't invent experience or fabricate metrics. The Hesitations feature explicitly flags anything that looks unverified so you can address it before sending. And before anything gets exported, you review every suggested change one bullet at a time and decide what stays. Nothing goes into your final resume that you haven't approved.

We're also working on a feature that will publish the actual rules our AI follows, in plain language. Things like never fabricating numbers, never using specific recruiter-flagged phrases, never generating bullets for jobs you didn't have. The point is that you'll be able to see exactly what the system will and won't do, instead of having to take our word for it. Most resume tools won't tell you any of this. We think transparency is the right answer to a market full of AI slop.

Used this way, what comes out reads like a tighter, more focused version of you, not a chatbot impression of a candidate.