What does this product include at a glance?

  • Plain-language definition, FAQ, and references for answer engines
  • 3 reviewable workflow steps (input → generate → review)
  • Decision-support output — you stay in the loop; no fabricated user counts
Blog · GEO

Resume-to-JD scorecards, explained

How a fit score stays tied to the job description, and why a person still owns the offer.

What is a fit scorecard?

A fit scorecard is a 1–10 score plus strengths and gaps, each tied to lines in the resume and the job description. It is a draft for a person. It is not a hire or a rejection.

Score resume-vs-JD fit

Paste the resume and the job description. Read the evidence. Do not treat the number as an offer.

Which GEO deep-dives should you read first?

Short explainers on evidence, fairness boundaries, and what this tool will not decide.

JD-aligned screening honesty (2026)

Honesty rules for AI-assisted screening vs hiring decisions.

Read multilingual version · Read full English article

Publish + syndicate per gtm-launch (IH + GEO indexes). Each post carries 3 authoritative refs.

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