How VibePly thinks

VibePly analyzes your resume twice in one click. Once for the Applicant Tracking System (ATS) that filters it before a human sees it. Once for the recruiter who reads what makes it through.

Both readings matter. The first decides whether you get looked at. The second decides whether you get remembered. A score that ignores either one is missing half the picture. Most do.

Your edge is knowing what each reading checks for. So we wrote it down.

02 – LAYERS

Built on two layers

The first reading is for the Machine. VibePly checks how your resume aligns with the job listing the way an ATS scanner would. Keyword match, role title, required skills. This is the reading that decides whether your resume reaches a person.

The second reading is for the Human. VibePly looks at the things an ATS scanner cannot. Whether the bullets show what you actually did. Whether the details land. This is the reading that decides whether a recruiter remembers you.

The score is built from both.

03 – SCORE

How the score is built

The match score is a 0 to 100 number telling you how well your resume aligns with the specific job listing you paste. The higher the number the closer your resume matches the job listing. The score breaks into five tiers so you can read it at a glance.

The tier ranges don’t change. The scoring criteria are the same for every resume, every job listing, every user.

Two analyses of the same resume may produce slightly different scores. That’s the nature of working with language. Reading a bullet means making small judgment calls about how strong each word is, how much each detail counts, how closely two phrases mean the same thing. Most of those calls land the same way every time. A few can land slightly differently. The score moves by a few points; the tier stays the same.

04 – RECRUITER READ

What the Human layer is checking

A recruiter reads your resume in seconds, not minutes. The often-cited number is six seconds. Whether it’s six or sixteen, the reading is fast. The recruiter scans for ownership, for specifics, for what stands out at a glance.

VibePly’s Human layer is built around that read. It checks the things a recruiter would notice in those seconds, and the things a recruiter would dismiss. Not how your resume looks. Whether your resume holds up to a fast, skeptical, human reading.

05 – OWNERSHIP

Hesitation patterns

Some phrases describe being part of the work without actually owning it. “Responsible for,” “helped with,” “assisted in,” “involved in,” language that stops short of saying you did it. Most ATS scanners miss these. The Human layer doesn’t.

When we catch a hesitation pattern, we don’t just swap the verb. We rewrite the bullet to put your ownership at the front and the specifics behind it. If your bullet hints at a number you didn’t write down, we mark a placeholder for you to fill in. We don’t invent the data.

This is what powers the Recruiter Hesitation Points section in your analysis result.

06 – VOCABULARY

AI-tell words

Certain words signal that a resume was written by AI. “Spearheaded,” “leveraged,” “synergized,” “facilitated,” “pivotal,” “adept,” and so on. Generic verbs and adjectives that show up everywhere AI writes, and rarely show up when a person writes about their own work. Recruiters and hiring managers are starting to recognize these patterns. A resume that reads like it was written by an AI is a resume that gets discounted.

When we catch an AI-tell word, we replace it with the plainer verb a person would have used. We keep the meaning, drop the performance. The bullet sounds like you wrote it, because the words are the ones you would have chosen.

07 – AI VOICE CHECK

How AI-sounding your resume reads

Even if you didn’t use AI, parts of your resume might sound like you did. The patterns that show up in AI writing also show up when a person reaches for the same words AI tends to use. The result reads the same either way.

AI Voice Check scans your resume across four categories of AI-tell patterns: vocabulary, performance language, AI-adjacent punctuation, and doubled phrases. You get a tier (Reads as Human, Some AI Flavoring, or Reads as AI-Written), a breakdown of what we found in each category, and every flagged bullet with the exact words highlighted.

We don’t claim to know whether AI wrote your resume. We tell you how it reads.

08 – VOICE

Writing the way you would

Yes, we use AI, but the question isn’t whether AI is involved, it’s what we tell it to do. Most tools ask AI to write a resume. We ask it to read yours. To find the verbs that don’t sound human, the phrases that sound rehearsed, and the rhythms that sound robotic and overshadow what you actually did. Then to rewrite those parts the way a person writes when they’re being honest about their work. Shorter sentences. Plainer verbs. The specific over the impressive. VibePly rewrites your resume the way you’d write it on your best day.

Here are three bullets from a plain resume after a popular AI tool rewrote them, and the same three after VibePly:

09 – CLAIM VS. EVIDENCE

Listed only in skills

Your skills section says you know something. Your experience section should show you doing it. When the two don’t line up, a recruiter notices. So does an ATS that’s tuned to look for skill keywords in context.

VibePly’s Machine layer reads the skills you’ve listed. The Human layer reads what your bullets actually describe. When a skill appears in your skills section but never shows up in your experience, we flag it. We don’t invent a bullet to cover the gap. We don’t remove the skill for you. We show you the mismatch so you can decide: add the experience that proves it, or take the claim off the resume.

A FEW LIMITS

A few things VibePly does not do. We don’t predict whether you’ll get the job. We don’t know what the hiring manager is looking for beyond the listing. We don’t see the other resumes you’re competing against. We don’t invent experience you don’t have.