1. Separate eligibility from resume wording

Before rewriting, identify requirements that wording cannot change: a mandatory license, working hours, location, language level or work authorization. Keep these separate from skills you can demonstrate through projects or employment. A strong match on technical terms does not settle these questions.

For example, a posting might require a local professional registration and prefer experience with a particular reporting tool. These are different constraints. If you lack the registration, rearranging skills does not resolve it. If you lack only the preferred tool, related experience may still be worth explaining under its actual name.

Record ambiguous requirements as questions, not assumptions. If sponsorship is not mentioned, do not infer that it is available or unavailable from a keyword score. Check the employer's application questions and published guidance; ask the recruiter when clarification is needed.

2. Build a requirement-to-evidence worksheet

For each important requirement, write down the exact phrase, whether it is required or preferred, and one piece of evidence from your own record. A job description is a source of requirements, not a source of facts about you.

Requirement: What does the employer actually ask for? Preserve qualifiers such as production, supervised, fluent or licensed.
Your evidence: Which role or project demonstrates it? Name your action and scope. Keep a private note of the source, such as a project record or measurement, without exposing confidential documents.
Evidence strength: Direct experience, adjacent experience, learning-only experience, or no evidence. A personal project can demonstrate learning without becoming professional production experience.
Resume decision: Clarify an existing bullet, move relevant work earlier, label a project accurately, or leave the requirement unmet. Do not treat every gap as a word to insert.

This worksheet is also an accuracy check on an AI draft. If a new sentence cannot be traced to your evidence column, revise or remove it. Changing tone should not change your title, authority, dates or level of responsibility.

3. Worked example: a support analyst application

Imagine a fictional applicant whose original bullet is: "Helped with customer issues and reports." The target job asks for ticket triage, SQL reporting and escalation to engineering. It lists Salesforce as preferred.

What the applicant can substantiate

Reviewed incoming tickets and recorded reproduction steps.
Used read-only SQL queries to check order status for weekly support reports.
Sent reproducible defects to an engineer, who decided the technical fix.
Used a different ticket system and has not used Salesforce.
Has no reliable before-and-after resolution-time measurement.

A defensible revision

Triaged customer order tickets, documented reproduction steps for engineering escalation, and used read-only SQL queries to prepare weekly order-status reports.

The revision makes the relevant work visible without claiming ownership of engineering fixes. It specifies read-only SQL, which is narrower and more accurate than implying database administration. It does not invent a ticket volume or a percentage improvement.

A revision to reject

Led Salesforce support operations and reduced resolution time by 40% through advanced SQL optimization.

This adds an unfamiliar tool, leadership authority, an unsupported metric and optimization work that the applicant did not perform. More job-description words would produce a less trustworthy application.

If Salesforce matters enough to discuss, the applicant can explain experience in another ticket system and distinguish that from Salesforce familiarity. Naming an unmet requirement as experience is not tailoring. These illustrative sentences should not be copied as facts into someone else's resume.

4. Treat keyword results as a list to investigate

The free resume checker exposes the terms it finds and misses. It ranks up to 20 terms using frequency and a small phrase list, then checks for those terms in your resume. It does not reproduce an employer's ranking system.

Negation: "No Kubernetes experience" contains Kubernetes. Our checker will find the term, but the sentence explicitly says the requirement is not met.
Adjacent tools: Docker experience does not automatically establish Kubernetes experience. Keep the technologies separate.
Equivalent wording: a full name and an acronym may describe the same skill, but automatic matching can miss the connection. Use both only when they are accurate and helpful to a reader.
Repeated concepts: a phrase and one of its words can both be extracted. They are not necessarily separate requirements.
Irrelevant words: common posting language can be ranked as a keyword. Its absence does not necessarily need a resume edit.

After each suggested change, ask whether a hiring manager could understand your actual contribution and whether you could discuss it in an interview. A falling or unchanged score can be acceptable when the edit makes a claim more precise.

Why an apparently good resume may score below 100

Our checklist has eight equally weighted checks. Without usable job terms, keyword targeting remains unverified and the highest score is 88 after rounding. A short student resume can also fail the length heuristic while being appropriate for its purpose. Do not pad text, add unwanted contact details or invent achievements to satisfy a product threshold. The full methodology explains each check.

5. Review the file you will actually submit

The editor preview and extracted text are different views of a document. A PDF can look orderly while its text extraction separates dates from employers. Our text checker cannot measure visual layout or guarantee compatibility with an employer's parser.

Follow the employer's requested file format. Do not assume PDF is always preferred over DOCX.
Open the exported file. Check for clipped lines, missing characters, blank pages and contact details split across a page break.
Select and copy its text into a plain-text editor. Each job title should remain associated with its employer, dates and bullets.
If text cannot be selected, the PDF may be an image scan. Export a text-based file from the source document; this checker does not perform OCR.
If a multi-column layout scrambles reading order, test a simpler single-column version. Verify the new export rather than assuming that changing a template fixed it.
Compare names, dates, qualifications, numbers and links with your original record. Remove editing notes and fictional sample content.

Finally, review any fields populated by the employer's application form. Correct parsing mistakes there when the form allows it. An accurate PDF does not guarantee that every downstream field was extracted correctly.

Scope and corrections

This guide describes ResuMatch's review approach and product limitations. It is not a universal ATS specification, legal advice or a promise of interviews. Employer instructions take precedence over our general suggestions.

For a separate public resource on preparing a CV, see Europass CV guidance. It is not evidence that a particular format will pass every screening system.

Found an incorrect claim or a misleading result? Send the page URL and a redacted example to support@resumatch.site. Avoid sending a complete resume or confidential employer material.