Product · All roles · 7 min read
A Jobscan alternative that doesn't keyword-stuff
ATS checkers score keyword density against a posting. HireForge is a hiring-fit score for job seekers: paste the job description, get a factor breakdown, and do not invent resume facts. Fit estimate, not a guarantee.
Jobscan is the name people use for paste-the-posting, get-a-match-percent. That percent is mostly keyword overlap. Useful as a spellcheck for missing words. It is not a hiring-fit score, and stuffing the JD back into the resume will move it.
HireForge is a hiring-fit score for job seekers (not a recruiter ranking tool, and not hireforge.ai). Upload your resume, paste the job description, and get a factor breakdown: qualification match, screening odds, competitive edge, company and role fit, credentials, timeline. A job URL is optional. LinkedIn, Indeed, and Glassdoor block URL fetch, so paste the posting. The number is a structured estimate of evidenced fit against that job. It is not a guarantee of an interview or an offer.
What a keyword match percent cannot see
- Whether you did the work, or only named the tool.
- Whether the posting's hard gates (platform, tenure, clearance, degree) are actually evidenced.
- Whether two jobs that share buzzwords are the same job.
- Invented bullets. We do not generate experience you did not list.
Same resume, two postings
Illustrative HireForge run (not a live API call). Same simulated resume against a matching posting and a stretch posting. A keyword checker can look similar on both if the same words appear. The factor breakdown moves when the work does not match. That is the point.
Simulated resume — Generalist IC (cross-vertical demo)
Same mid-career profile scored twice: once against a posting that matches evidenced skills, once against a stretch role with missing stack.
Illustrative simulation using HireForge’s scoring rubric — not a live API run and not a guarantee of outcomes.
Hiring score
Role that matches the resume
Example Co.
Factor breakdown
- Qualification Match81%
- Screening Odds74%
- Competitive Edge66%
- Company & Role Fit78%
- Credential Hurdles85%
- Timeline Feasibility82%
High overlap → high score. Breakdown still shows what to polish.
Strengths
- Core skills evidenced
- Keywords align for first screens
Gaps / risks
- Edge skills still improvable
Hiring score
Stretch role with missing stack
Example Co.
Factor breakdown
- Qualification Match44%
- Screening Odds40%
- Competitive Edge38%
- Company & Role Fit42%
- Credential Hurdles70%
- Timeline Feasibility48%
Low score is useful: it names the gaps before you spend a weekend on the application.
Strengths
- Transferable fundamentals remain
Gaps / risks
- Named requirements lack evidence
- Seniority / stack gap is visible
Overall hiring score, match vs stretch
- Example Co.: Role that matches the resume76%
- Example Co.: Stretch role with missing stack44%
What this is not
- Not a promise you will get screened in.
- Not a Jobscan clone with a nicer chart.
- Not a hiring-team product. If you need to rank a pile of CVs, this is the wrong tool.
Run a free score on your resume and a pasted job description. No account.