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Resume Recommendation Engine

Resume Recommendation Engine

Specific, actionable recommendations to strengthen every part of your résumé—from ATS compatibility to wording to format.

A recommendation engine doesn't just score your résumé or rewrite it—it tells you exactly what to fix and why. Resuvia analyzes your résumé against job descriptions and gives you targeted recommendations: which sections hurt your ATS match score, where your wording undersells your experience, whether your format works for the country you're applying in, and which of our 9 ATS-rated templates fits your career level.

Every recommendation is grounded in what hiring systems and recruiters actually look for. You see the issue, the reason it matters, and the fix—whether that's a rewrite suggestion that never invents facts, a format adjustment for one of 14 country markets, or a template switch to improve readability. You stay in control of every change.

FAQ

What kinds of recommendations does the engine give me?
You'll get recommendations across four areas: ATS match issues tied to specific job postings, rewrite suggestions for weak or underselling language, format and layout fixes, and template recommendations based on how well each of our 9 designs suits your experience level and industry.
How do I know which recommendations to act on first?
Recommendations are tied to your ATS match score, so you can see which changes have the biggest impact on whether your résumé gets past applicant tracking systems. You can also compare your résumé against multiple job postings to prioritize fixes that matter across the roles you're targeting.
Can the engine recommend changes for different country formats?
Yes. If you're applying to jobs in a different market, the engine will flag format issues—like including a photo in the U.S. or missing expected sections in Germany—and recommend adjustments. Resuvia supports résumé formatting for 14 countries, and recommendations reflect each market's norms.