JD Fit Check
Get a fit score with dynamic weighting, dealbreaker detection, and a tailored referral message you can send right away.
How it works
Drop your resume PDF and paste the job description URL or text.
AI scores your resume against the JD across four dimensions, weighted by what the role actually prioritizes.
Receive a tailored referral message built from your evaluation, highlighting your strongest alignment points.
Dynamic scoring
Every JD prioritizes different things. The AI detects what matters most and weights each dimension accordingly. Dealbreaker requirements are weighted heavily so they cannot be hidden behind strong scores elsewhere.
Measurable product outcomes with context, numbers, and timeframes. Weighted higher when the JD emphasizes strategic ownership.
Career shape, seniority progression, company stage fit. Weighted based on how specific the JD is about experience requirements.
Industry and vertical expertise, scored only when the JD explicitly requires it. A B2B SaaS role weights this differently than a generalist role.
PM craft skills like data-driven decision making, roadmapping, and specific tools the JD mentions. Weighted by how technical the role is.
Referral message
Not a template. The referral message is a narrative built from your actual scoring, highlighting your strongest alignment points in the order the JD prioritizes them.
“I am reaching out about the Product Manager role on your team. I have 3.5 years of e-commerce product management experience, most recently owning checkout and product discovery...”
Example referral message excerpt
My Reports
Reports are grouped by company name and role title. See all your attempts for the same position in one place.
Track how your fit score improves across multiple analyses for the same role. See the trend at a glance.
Click Fix to get AI-rewritten bullets applied to your resume and download an updated PDF instantly.
Upload your resume and a job description. Get your fit score and referral message in seconds.
Check my fit