Under the hood
Every resume goes through a structured evaluation process, the same lens a senior Product Manager hiring manager would use. Here is what happens under the hood.
The four dimensions
Beyond the four dimensions
Your summary is the first thing a recruiter reads. The scorer checks for years of experience, product types, target customers, and a quantified achievement. Missing or vague summaries are flagged with a rewrite suggestion.
No PM titles on your resume? The scorer classifies your transition type (adjacent like engineering/BA/QA, or non-adjacent like sales/ops) and credits transferable experience accordingly. BAs get specific credit for the requirements-to-release cycle. Tips focus on reframing and positioning.
Bullets claiming sole credit for large outcomes are flagged with collaborative alternatives. Promotion visibility is also checked across multi-role entries at the same company.
Every analysis includes an ATS readiness score with checks for headers, contact info, formatting, spelling, keywords, and more. Job Fit Check adds JD-specific keyword matching.
Individual resume bullets rated as Strong, Needs work, or Weak. Each rating includes the reason and which dimension it maps to. Helps you identify exactly which bullets to rewrite. Learn more →
Scoring methodology
Dimensions are weighted dynamically based on what the JD actually prioritizes. A domain-heavy role weights domain higher. A leadership-focused role weights leadership higher. There is no fixed formula.
Prevents inflated scores. If the JD requires specific experience you do not have, the overall score reflects that gap regardless of how strong your other dimensions are.
Without a JD, dimensions use seniority-default weights. A senior PM is weighted more heavily on leadership and impact. A junior PM is weighted more on skills and execution. No dealbreakers apply.
The overall score is a weighted average of the four dimension scores. No arbitrary ranges, no hidden adjustments. Every dimension includes at least one strength and one gap.
Seniority awareness
The AI classifies your resume into one of 11 tiers: student (undergrad, postgrad, MBA), career transition (adjacent or non-adjacent, by years), or PM-experienced (junior through staff+). Each tier gets appropriate expectations.
At junior levels, skills and execution carry more weight. At senior levels, leadership and strategic impact dominate. The same resume can score differently depending on the detected level.
If the JD targets a different seniority than your resume suggests, the scorer flags the mismatch so you can decide whether to apply.