A SaaS application that provides an instant, rubric-driven resume score (0–100) grounded in the Harvard Career Services framework, with LLM-powered feedback on exactly what to fix and why.
getviktor.com — An AI coworker that actually does the work
An AI coworker that actually does the work
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Hello Product Hunt!
I'm the founder of ResumeGrade. We built this tool after noticing a real gap in the career tech space: most resume graders are black boxes that hand you a score with no clear standard behind it and no real path forward.
ResumeGrade is the only platform built explicitly around the Harvard Career Services framework, which is the most widely cited and academically grounded resume standard out there.
Here is what sets us apart:
Transparent Rubric: We do not believe in mystery scores. Our 100-point rubric is drawn directly from Harvard guidelines and published inside the app, so you always know exactly how you are being evaluated.
The Improve Engine: A low score on its own means nothing. Our Improve feature gives you a concrete, role-specific action plan to get shortlisted. It delivers line-by-line AI rewrites that are strictly constrained to your actual experience. We have a hard guardrail in place to prevent fabricated achievements or AI hallucinations.
Deterministic and LLM Hybrid: We use code to handle objective rules like formatting and page length, and LLM reasoning to evaluate content quality and impact.
The Interview Room Rule: Unlike tools that just stuff your resume with keywords for ATS, every line we help you add is something you can genuinely stand behind and speak to in a real interview.
Whether you are an undergrad heading into your first placement season or an early-career professional working toward a more senior role, ResumeGrade is built to give you a standard you can actually trust.
I would love your feedback on the scoring logic and the Improve workflow. I will be here all day to answer questions.
Happy hunting!
