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The Machine layer checks what the software sees: keywords, formatting, and structure. The Human layer checks what a recruiter notices: whether your experience stands out, and what might raise questions.

Real results

Here's a preview of what an analysis uncovers

VibePly works across a wide range of roles and industries. These previews show a few highlights from an analysis. Run yours to see the full breakdown, fixes, and prep.

75%
Your match score shows how well your resume aligns with a specific job listing, broken down by keywords, experience, structure, and impact.
ibePly™ Analysisvibeply.com
RESUME WORKSPACE·Customer Success
⚡ Action PlanQuick Wins

Changes you can make in under 10 minutes to improve your score.

Add a Skills section listing Salesforce, Gainsight, QBRs, and Customer Health Scoring: these four keywords appear in the listing but not your resume
Replace "Managed customer accounts and provided support" with a bullet that includes portfolio value and renewal metrics
Add your reporting structure to clarify ownership level, e.g. "reporting directly to VP of Customer Success"
0%match
Moderate Match
Most resumes for similar roles score 50-66% before optimization.
Your biggest lever

Keyword coverage is the biggest gap. Adding the missing keywords below could lift this score the most.

Score Breakdown

Transparent scoring across four weighted components. This is how the 64/100 was calculated.

Keyword Coverage: 18/4045%

(5 of 13 required keywords found: customer success, onboarding, retention, account management, cross-functional)

Experience Alignment: 20/2580%

(Strong CS background with relevant scope, minor gap in enterprise-level experience)

Structure & Formatting: 13/1587%

(Clean headers and dates, missing a dedicated Skills section)

Impact & Specificity: 13/2065%

(Some outcome language but most bullets lead with responsibilities rather than results)

TOTAL: 64/10064%

Scoring weights: Keywords (40%) · Experience (25%) · Impact (20%) · Structure (15%)

⚙ Machine LayerMissing Keywords

Keywords the job post emphasizes that are missing or weak in your resume, grouped by how to address them.

Weave into existing bullets
customer health score
Salesforce
Gainsight
Add to skills or a new bullet
renewals
churn
QBR
expansion
escalation management
Build this experience first
adoption
stakeholder management
⚙ Machine LayerFormatting Check

Structure is ATS-friendly with clear headers and consistent dates. Add a short Skills section listing tools and focus areas (Renewals, QBRs, Salesforce, Gainsight, Customer Health Scoring) to improve keyword coverage. Consider tightening older roles so recent revenue-facing work stands out more.

64%
Before
~82%
After
+18 pts

Example improvement after applying keyword and formatting suggestions. Actual results vary by resume and listing.

✦ Human LayerHeadline Suggestion

Use at the top of your resume and as your LinkedIn headline.

Customer Success Manager | Renewals and Adoption | Revenue Retention and Account Growth

✦ Human LayerSummary Rewrite

Paste as the first paragraph of your resume, replacing your current summary or objective.

Customer Success Manager with 5 years in B2B SaaS, focused on onboarding, adoption, and renewals. Works closely with stakeholders to reduce churn risk and strengthen account relationships before renewal cycles. Comfortable handling escalations and partnering with Product and Support to keep revenue on track.

✦ Human LayerBullet Upgrades
OriginalManaged customer accounts and provided support
RewrittenManaged a portfolio of [X] accounts, introducing structured QBRs and health scoring to improve renewal consistency and reduce churn risk
⚙ MACHINEAdds missing keywords "QBRs," "health scoring," and "churn" that ATS filters scan for in CS roles
OriginalHelped onboard new customers and ran trainings
RewrittenLed customer onboarding from kickoff through adoption, building milestone-based training plans that shortened time-to-value and improved early engagement
✦ HUMANReplaces task description with ownership and outcome language. Recruiters skim for impact, not responsibilities
OriginalWorked with internal teams to resolve issues
RewrittenCoordinated escalation response across Support and Product, resolving high-severity issues during peak renewal periods and strengthening account retention
✦ HUMANShows cross-functional ownership during high-stakes moments. This is what hiring managers remember
✦ Human LayerStandout Angle

Reference this angle in your cover letter opening and interview "tell me about yourself" response.

The differentiator is structure. This resume should position you as someone who builds repeatable renewal and adoption systems, not someone who reacts to tickets.

✦ Human LayerRecruiter Hesitation Points

Things a recruiter might question when reading your resume, with suggested fixes.

Ownership level is unclearMedium

Several bullets describe supporting or managing accounts without specifying whether you owned renewal outcomes or reported into someone who did. Recruiters screening for a standalone CS role may question your autonomy level.

Suggested Fix

Add a line clarifying your reporting structure and whether you held direct renewal targets, e.g. "Owned renewal outcomes for [X] accounts reporting directly to the VP of Customer Success."

No tools or systems mentionedHigh

The resume does not reference any CRM, health scoring platform, or CS tool. Recruiters filtering for Salesforce or Gainsight experience will not find a match.

Suggested Fix

Add a Skills section listing the tools you actually use: Salesforce, Gainsight, Vitally, spreadsheets, whatever is accurate.

No portfolio size or account countMedium

The resume mentions managing a portfolio but uses a placeholder for the account count. Recruiters want to understand your scope. Missing this makes it harder to assess your level.

Suggested Fix

Fill in the [X] with your actual account count. Even a range like "30 to 50 accounts" gives recruiters what they need.

✦ Human LayerCredibility Check
⚠️VERIFY: "milestone-based training plans that shortened time-to-value": confirm you can speak to specific onboarding improvements.
⚠️VERIFY: "strengthening account retention": confirm you have examples of accounts saved or renewed through your escalation work.
✦ Human LayerCover Letter

Generated for this specific role and company, using your real experience. No generic templates.

Hi [Company] team, I'm applying for the Customer Success Manager role. The position's focus on renewals and adoption aligns closely with my experience managing a SaaS portfolio through full lifecycle. In my current role, I run structured QBRs, build onboarding plans focused on time-to-value, and coordinate directly with Product and Support when accounts are at risk. My focus is on reducing churn by catching issues early and building repeatable processes. I'd be glad to walk through how I've approached renewal strategy and where I see overlap with what your team is working on.

[VERIFY]Yellow [VERIFY] tags mark any suggestion not directly from your resume. Check these before using them.

These are sample results to show what your analysis looks like. Applying these changes would improve keyword coverage and alignment.

Designed for standard job applications. Not built for government roles or university positions.

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On the two layers

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