Your resume scan score is low. You run it through another tool. It’s low again (but different). Now you’re staring at your resume wondering if you need to cram in more keywords, delete all formatting, or start from scratch.
Here’s the truth: most “resume scan scores” are measuring two things you can fix quickly:
- Parsing: Can the software extract your information correctly (sections, dates, titles, skills)?
- Relevance: Does your resume reflect the job description’s requirements using the employer’s language (without sounding fake)?
And yes—ATS is widespread. MIT Career Advising & Professional Development notes that about 99% of Fortune 500 companies use some form of ATS to streamline recruitment (Confidence: Medium—credible university source; “about” indicates approximation).
Source: https://capd.mit.edu/resources/make-your-resume-ats-friendly/
In this guide, you’ll learn:
- What a resume scan score is (and what it is not)
- The fastest way to raise your score: a “Parsing → Keywords → Proof” workflow
- ATS-friendly formatting rules backed by multiple university career centers
- Keyword-mapping tactics that improve match rate without keyword stuffing
- Before/after bullet examples for common roles
- Tools and checklists (including when JobShinobi can help)
What is a resume scan score?
A resume scan score (also called an ATS score or match rate) is a score generated by a resume scanner that estimates how well your resume:
- Parses into clean text and recognizable sections (Work Experience, Education, Skills)
- Matches the keywords and requirements in a specific job description
- Follows common ATS best practices (simple structure, standard headings, readable file format)
What it’s NOT: a real employer “ATS decision”
A score from Jobscan, Resume Worded, ResyMatch, etc. is not the same as an employer’s ATS configuration. It’s a model—often a helpful one—but still an approximation.
How to use scan scores correctly: Treat them like a diagnostic report:
- “This section didn’t parse”
- “These job keywords are missing”
- “Your resume uses non-standard headings”
Not like a verdict on your employability.
Why improving your resume scan score matters in 2026
1) ATS usage is high—especially in larger companies
Multiple sources point to extremely high ATS adoption among Fortune 500 companies:
-
“About 99% of Fortune 500 companies use some form of ATS” (MIT CAPD) (Confidence: Medium)
Source: https://capd.mit.edu/resources/make-your-resume-ats-friendly/ -
“98.4% of Fortune 500 companies used a detectable ATS” (2024) and 97.4% (2023) (Jobscan research, as shown in SERP snippets and commonly cited) (Confidence: Medium—primary source is a resume-scanner company’s research; still widely referenced and plausibly accurate within their methodology).
Source: https://www.jobscan.co/blog/fortune-500-use-applicant-tracking-systems/ -
Tufts University’s Career Center also states 98.4% of Fortune 500 companies use an ATS, citing Jobscan (Confidence: Medium—university source repeating Jobscan data).
Source: https://careers.tufts.edu/resources/everything-you-need-to-know-about-applicant-tracking-systems-ats/
Practical takeaway: Your resume must be:
- machine-readable enough to parse and show up in searches/filters, and
- human-readable enough to convince a recruiter quickly.
2) Small and mid-sized companies use ATS too (but not always)
SelectSoftwareReviews compiles ATS adoption stats (Confidence: Medium—aggregator site; use as directional):
- 70% of large companies use an ATS
- 20% of small and mid-sized businesses use an ATS
- 75% of recruiters use an ATS or other recruiting tech
Source: https://www.selectsoftwarereviews.com/blog/applicant-tracking-system-statistics
Practical takeaway: Even if a company doesn’t use ATS, the same improvements that raise scan score (clarity + relevance + proof) also improve recruiter response.
The 3-part system to improve resume scan score: Parsing → Keywords → Proof
If you only remember one thing, remember this:
Fix parsing first. Then improve keyword coverage. Then prove keywords with accomplishments.
Doing it in this order prevents the most common trap: stuffing keywords into a resume that still parses incorrectly.
Step 1: Fix parsing killers (the fastest way to jump your score)
Many “low score” resumes don’t fail because they lack skills—they fail because the scanner can’t reliably read the document.
ATS-friendly formatting rules (high confidence: repeated across multiple universities)
Several university career resources recommend avoiding elements that often create parsing errors:
- Tables, columns, text boxes
- Graphics, icons, images
- Headers and footers (especially for contact info)
Sources:
- MIT CAPD recommends avoiding graphics/icons/images and avoiding placing information into tables or text boxes (Confidence: High).
https://capd.mit.edu/resources/make-your-resume-ats-friendly/ - University of Maryland warns to avoid tables or columns because they may cause major parsing errors (Confidence: High).
https://careers.umd.edu/find-jobs-internships/resumes-cover-letters/resume-how-to-guide - University of Virginia advises avoiding images, columns, tables, and graphics for ATS readability (Confidence: High).
https://career.virginia.edu/Students/Prepare/Resumes/NavigatingATS - Columbia Career Education advises simple formatting and avoiding headers/footers/tables/templates (Confidence: High).
https://www.careereducation.columbia.edu/resources/optimizing-your-resume-applicant-tracking-systems - Ohio Northern University’s ATS resume guide explicitly recommends single-column, left-aligned format (no tables, multiple columns, or text boxes) and contact info in the body, not header/footer (Confidence: High).
https://my.onu.edu/sites/default/files/applicant_tracking_system_resume_guide.pdf
Do the “Plain Text Test” (2 minutes)
This is the fastest way to see what an ATS might see:
- Copy your resume content.
- Paste into Notepad/TextEdit (plain text mode) or a blank email.
- Check:
- Did headings stay recognizable?
- Are dates still attached to the right roles?
- Did a column turn into scrambled text?
- Did your contact info disappear (common with headers/footers)?
If the plain-text version looks broken, your scan score will almost always suffer.
Step 2: Use standard headings so scanners can classify your resume
Scanners (and ATS) often look for standard section titles to map your information.
Use headings like:
- Summary (optional but useful)
- Skills / Technical Skills
- Work Experience / Professional Experience
- Education
- Projects (optional)
- Certifications (optional)
University at Buffalo’s School of Management explicitly recommends standard headings like Education, Experience, Skills, Certifications, Leadership, etc. (Confidence: High).
Source: https://management.buffalo.edu/career-resource-center/students/preparation/tools/correspondence/resume/electronic.html
Avoid headings like:
- “Where I’ve Been”
- “My Journey”
- “What I Bring”
- “Superpowers”
Even if a human can interpret them, a parser may not.
Step 3: Choose a “safe” layout (and stop fighting the format war)
Safest structure for scan score
- Single column
- Clear section breaks
- Left-aligned dates (or consistently formatted)
- Bullets using standard characters (• or -)
- Minimal styling (bold for job titles/companies; that’s it)
Tip: You don’t need your resume to look “boring.” You need it to be reliably readable.
Step 4: Target one job description (don’t optimize in a vacuum)
Scan scores mean almost nothing unless you’re matching against a specific job post.
Create a “target job snapshot” (5 minutes)
Copy the job description into a doc and highlight:
- Role title(s)
- Required skills/tools (e.g., “SQL,” “Tableau,” “Python”)
- Core responsibilities (e.g., “dashboarding,” “forecasting,” “stakeholder management”)
- Domain keywords (e.g., “ETL,” “SaaS,” “HIPAA,” “SOC 2”)
- Nice-to-haves (optional, don’t overweight)
You’re building a keyword and responsibility map—not copying the JD.
Step 5: Build a keyword map (the right way to raise match rate)
A high scan score usually requires the right keywords in the right places.
Where scanners “weight” keywords most
- Skills section (best for tools and hard skills)
- Most recent job bullets (best for responsibilities + proof)
- Summary (best for role alignment + top skills)
- Job titles (only if truthful)
Keyword map template (copy this)
| Keyword from job post | Where to include | Proof you’ll attach |
|---|---|---|
| SQL | Skills + bullet | “Wrote SQL queries across…” |
| Tableau | Skills + bullet | “Built dashboards used by…” |
| Stakeholder management | bullets | “Partnered with X to…” |
| A/B testing | bullets | “Designed and analyzed…” |
Rule: Never add a keyword you can’t defend.
Step 6: Use both acronym + full form (quiet scan-score boost)
Job posts may use acronyms while your resume uses full terms (or vice versa). Including both can increase match rate.
Examples:
- Applicant Tracking System (ATS)
- Customer Relationship Management (CRM)
- Extract, Transform, Load (ETL)
- Search Engine Optimization (SEO)
Natural placement: Skills section or first mention in a bullet.
Step 7: Rewrite bullets so keywords appear in context (not as stuffing)
Keyword stuffing can raise a score short-term but kill you in human review.
What stuffing looks like
- A giant Skills list with no evidence
- Repeating keywords unnaturally
- “Hidden keywords” hacks (white text)
Jobscan discusses keyword stuffing behaviors (including hidden keywords) and why it’s risky (Confidence: Medium—industry tool blog; still aligned with common hiring realities).
Source: https://www.jobscan.co/blog/resume-keyword-stuffing/
Replace soft claims with proof (bullet upgrade formula)
Formula: Action verb + skill/tool + scope + outcome (metric)
Before (low signal):
- “Responsible for dashboards.”
- “Worked with stakeholders.”
- “Used SQL for reporting.”
After (high signal + scan-friendly):
- “Built Tableau dashboards for 6 stakeholders (Sales + Ops), reducing manual reporting time by 30%.”
- “Partnered with Sales and Finance stakeholders to define KPIs and automate weekly performance reporting.”
- “Wrote SQL queries across 8 tables to validate pipeline KPIs and reduce reporting discrepancies by 15%.”
Even if a scanner isn’t “smart,” it rewards:
- Relevant nouns (dashboards, KPIs, stakeholders)
- Tools (Tableau, SQL)
- Outcomes (reduced time, increased accuracy)
Step 8: Tune your Skills section for scanners (without lying)
A strong Skills section is:
- Specific (tools, platforms, methods)
- Organized (optional, but helps humans)
- Mirrored to the job post (same wording when accurate)
Example Skills section (Data Analyst)
- Analytics: KPI reporting, cohort analysis, A/B testing, forecasting
- Tools: SQL, Tableau, Looker, Excel (Power Query)
- Data: ETL, data validation, dashboard automation
Example Skills section (Software Engineer)
- Languages: Python, TypeScript, Java
- Backend: REST APIs, microservices, PostgreSQL
- Infra: AWS, Docker, CI/CD
Example Skills section (Project Manager)
- Methods: Agile, Scrum, risk management, stakeholder management
- Tools: Jira, Confluence, Smartsheet
- Delivery: roadmap planning, sprint ceremonies
Avoid: vague filler like “hardworking,” “team player,” “fast learner” unless the role explicitly asks and you can prove it (and even then, prioritize proof).
Step 9: Don’t let file format tank your score (PDF vs DOCX, the practical rule)
Different ATS handle file types differently, and guidance varies.
- MIT CAPD: unless the job description specifies otherwise, it’s usually fairly safe to use .doc/.docx or .pdf (Confidence: High).
https://capd.mit.edu/resources/make-your-resume-ats-friendly/ - Some guides warn certain ATS may struggle with some formats (e.g., older workflows). When a company asks for a specific format, follow it.
Practical rule
- If the portal asks for DOC/DOCX → upload DOCX
- If it asks for PDF → upload PDF
- If both are accepted and you’re unsure → DOCX is often a safe parsing bet, but a clean text-based PDF can also work
Non-negotiable: avoid image-based PDFs (if you can’t select the text, parsers can’t reliably read it).
Step 10: Re-scan strategically (don’t chase 100%)
When you re-scan, track improvements by category:
- Parsing/format flags removed?
- Missing keywords reduced?
- Experience bullets now prove key skills?
What match rate should you aim for?
Jobscan recommends a match rate of ~80%, and notes many users see success around 75% (Confidence: Medium—Jobscan’s own model guidance).
Source: https://www.jobscan.co/blog/what-jobscan-match-rate-should-i-aim-for/
Use this as a guideline, not a guarantee.
The biggest resume scan score mistakes (and how to fix them)
Mistake 1: Two-column resumes, tables, or text boxes
Why it hurts: parsing errors, scrambled dates, lost headings.
Fix: single-column layout.
ONU and other university guides explicitly recommend single-column/no tables/no text boxes (Confidence: High).
https://my.onu.edu/sites/default/files/applicant_tracking_system_resume_guide.pdf
Mistake 2: Contact info in header/footer
Why it hurts: some systems may ignore or misread headers/footers; tools may fail to detect contact fields.
Fix: place name, phone, email, LinkedIn in the main body at the top.
ONU guide explicitly says contact info should be in the body, not header/footer (Confidence: High).
https://my.onu.edu/sites/default/files/applicant_tracking_system_resume_guide.pdf
Mistake 3: Non-standard headings
Why it hurts: scanners misclassify sections or miss them.
Fix: standard headings like Work Experience, Skills, Education.
University at Buffalo recommends standard headings (Confidence: High).
https://management.buffalo.edu/career-resource-center/students/preparation/tools/correspondence/resume/electronic.html
Mistake 4: “Keyword clouds” with no proof
Why it hurts: may raise scanner score but fails human review.
Fix: prove core skills inside recent experience bullets.
Mistake 5: Generic bullets with no tools, scope, or outcomes
Why it hurts: low relevance + low impact.
Fix: rewrite bullets using Action + Tool + Scope + Outcome.
Mistake 6: Optimizing for the scanner and forgetting the recruiter
Why it hurts: you may score high but get no callbacks because the resume is unreadable or unbelievable.
Fix: keep the resume skimmable, truthful, and results-oriented.
Examples: Before/after edits that improve scan score and interview rate
Example 1: Marketing → Performance Marketing
Job post keywords: Google Ads, Meta Ads, ROAS, GA4, A/B testing, landing pages
Before
- “Managed paid ads.”
- “Worked with creative team.”
- “Optimized campaigns.”
After
- “Managed Google Ads and Meta Ads with $25K/month spend; improved ROAS from 2.1 → 3.0 in 90 days.”
- “Ran A/B tests on landing pages (copy + CTA), increasing conversion rate by 18%.”
- “Built GA4 reporting dashboards to track CAC and ROAS; reduced weekly reporting time by 2 hours.”
Example 2: Software Engineer → Backend Engineer
Job post keywords: REST APIs, microservices, AWS, Docker, PostgreSQL, CI/CD
Before
- “Built APIs.”
- “Worked in the cloud.”
After
- “Designed REST APIs for a microservices platform; reduced p95 latency by 22% via PostgreSQL query optimization.”
- “Deployed Dockerized services on AWS; implemented CI/CD to move releases from weekly to daily.”
Example 3: Project Manager → Technical Program Manager
Job post keywords: cross-functional, roadmap, risk management, Agile, Jira
Before
- “Led projects from start to finish.”
After
- “Led cross-functional Agile delivery across Engineering, Design, and Data; owned roadmap, risk register, and stakeholder updates in Jira/Confluence for 3 concurrent initiatives.”
The “Score Triage” checklist (use this when your scan score is stubborn)
If your score is stuck, do this in order:
1) Parsing triage (highest ROI)
- Single column, no tables/text boxes
- No header/footer contact info
- Standard headings
- Plain Text Test looks clean
2) Keyword triage (match the JD)
- Add missing hard skills (tools, platforms) you actually have
- Add missing methods (e.g., A/B testing, ETL, stakeholder management)
- Put the top 5 keywords in Skills and in Experience bullets
3) Proof triage (make keywords believable)
- Add scope (# users, $ budget, volume)
- Add outcomes (%, $, time saved)
- Remove unsupported keywords
Tools to help with resume scan score improvements (honest recommendations)
Scan tools vary. The best ones help you iterate faster by showing:
- parsing issues,
- missing keywords,
- and quality/impact suggestions.
JobShinobi (analysis + job matching + LaTeX resume editing)
JobShinobi supports:
- AI resume analysis with scores and detailed feedback (including ATS-oriented feedback) (Confidence: High)
- Job description extraction (URL or text) and resume-to-job matching with keyword gap insights (Confidence: High)
- A LaTeX resume editor with PDF preview and version history (Confidence: High)
Pricing (accurate): JobShinobi Pro is $20/month or $199.99/year (Confidence: High). The pricing page mentions a “7-day free trial,” but trial enforcement isn’t clearly verifiable in app logic (Confidence: Medium).
Internal links:
- Sign in:
/login - Subscribe:
/subscription - Resume area:
/dashboard/resume
Where it fits in your workflow:
- Run analysis → see which categories are dragging score (keywords, formatting, completeness)
- Match to a specific job → close keyword gaps with proof
- Edit → re-run analysis until parsing and alignment stabilize
Resume Worded (scanner + ATS-focused feedback)
Good for quick diagnostic feedback loops and ATS criteria checks.
Source: https://resumeworded.com/resume-scanner
ResyMatch (Cultivated Culture)
Positioned as an ATS scanner and resume/job description match tool.
Source: https://cultivatedculture.com/resume-scanner/
Enhancv resume checker
A checker that focuses on ATS-related scoring and resume feedback.
Source: https://enhancv.com/resources/resume-checker/
BeamJobs resume scanner
Another resume scanning/analysis tool with FAQs and ATS framing.
Source: https://www.beamjobs.com/resume-scanner
Pro tip: If two tools disagree, don’t average the scores. Use them to identify:
- parsing failures,
- missing core skills,
- and unclear bullets.
15 best practices that consistently improve resume scan score
- Use a single-column resume
- Avoid tables, text boxes, and multi-column templates
- Keep contact info in the body (not header/footer)
- Use standard headings (Work Experience, Skills, Education)
- Tailor to one job description at a time
- Mirror the job post language (exact tool names)
- Put the top skills in both Skills and Experience bullets
- Add acronym + full form once
- Quantify impact where possible (% / $ / time / volume)
- Use consistent date formatting
- Use simple bullets and fonts
- Avoid keyword stuffing
- Remove irrelevant content that dilutes relevance
- Keep your most relevant achievements near the top
- Optimize for humans too (clarity beats cleverness)
Key takeaways
- The fastest way to improve resume scan score is to fix parsing first, then keyword alignment, then proof.
- University career centers consistently recommend avoiding columns/tables/text boxes and using standard headings.
- Use match rate targets (like 75–80%) as guidelines, not guarantees.
- A high scan score helps visibility, but recruiter trust comes from clear, quantified, job-relevant proof.
FAQ (People Also Ask)
How do I improve my resume ATS score fast?
Start with formatting: switch to a single-column resume, remove tables/text boxes, and move contact info out of headers/footers. Then tailor your top keywords to one job description and prove them inside your recent experience bullets with outcomes.
Why is my resume scan score so low?
The most common causes are parsing problems (columns/tables/headers), missing job-specific keywords, non-standard headings, and vague bullets without tools or measurable results.
What is a good resume scan score / ATS score?
It depends on the tool. Some scanners recommend aiming around 75–80% match rate for better alignment (for example, Jobscan’s published guidance). Treat it as a diagnostic goal, not a hiring requirement.
Source: https://www.jobscan.co/blog/what-jobscan-match-rate-should-i-aim-for/
Do ATS scores really matter?
They matter as a way to diagnose visibility problems—parsing issues and keyword mismatch can prevent your resume from showing up in searches/filters. But the “score” itself is not an employer’s official metric, and different tools score differently.
Can ATS read tables or two-column resumes?
Sometimes, but it’s risky. Multiple university career centers recommend avoiding tables/columns because they can cause major parsing errors. If you want the safest approach for scan score, go single-column.
Should contact info be in the header of a resume?
Many ATS and scanners can struggle with headers/footers. Several ATS-friendly resume guides recommend placing contact info in the body of the document instead of the header/footer.
Source (ONU PDF): https://my.onu.edu/sites/default/files/applicant_tracking_system_resume_guide.pdf
Is PDF or DOCX better for ATS?
Follow the application instructions. If both are accepted, either can work if your resume is text-based and simply formatted. A DOCX is often a safe choice for parsing; a clean text PDF can also work.
How many keywords should I include to improve match rate?
Focus on the top 10–20 meaningful keywords (tools, methods, responsibilities) from the job description—only the ones you genuinely have. Place the most important ones in Skills and in your recent Experience bullets with proof.
What’s the best way to “test” ATS readability?
Do a quick Plain Text Test: copy/paste your resume into Notepad/TextEdit. If headings, dates, and bullets are scrambled or missing, fix formatting before worrying about keywords.
