Cover Letter Keywords That Get You Rejected

Generic phrases like 'responsible for' and 'excellent communicator' signal nothing to ATS or recruiters. Here's what to replace them with — and why it matters.

·5 min read

Most cover letters are rejected for the same reasons: they're full of phrases that sound professional but say nothing specific. ATS systems score them poorly. Recruiters skim past them in seconds.

The fix isn't adding more words. It's replacing the wrong ones.


The Phrases That Immediately Weaken Your Cover Letter

"I am a passionate and results-driven professional"

This is the most overused opener in cover letter history. Every candidate writes some version of it. It tells the recruiter nothing about what you actually do or why you're right for this role.

Replace with: A specific statement about what you've done and why this role connects to it.

"In my last role, I reduced customer acquisition cost by 41% by restructuring the paid search strategy — which is exactly the kind of growth challenge [Company] is tackling in this role."


"Excellent communication skills"

Communication skills are a minimum expectation for almost any professional role. Claiming them without evidence is like saying "I know how to use a computer."

Replace with: An example that demonstrates communication in action.

"Presented quarterly business reviews to the executive team and translated technical findings into strategic recommendations that influenced $2M in budget decisions."


"Strong attention to detail"

This phrase has been in cover letters for 30 years. It's not differentiating. It's noise.

Replace with: A specific outcome that required precision.

"Audited and restructured 3 years of financial reporting, identifying $180K in billing discrepancies that had gone undetected."


"Team player who also works well independently"

This contradictory phrase tries to cover all bases by saying nothing. It's filler.

Replace with: Either a collaboration example or an independent initiative — whichever is more relevant to the role.

"Led cross-functional project with design, engineering, and legal — coordinated 14 stakeholders across 3 time zones and delivered 2 weeks ahead of schedule."


"I believe I would be a great fit for this role"

Belief doesn't persuade. Evidence does.

Replace with: A direct connection between a specific part of the job description and a specific thing you've done.

"Your job description highlights scaling from 50K to 500K users — I built and owned the infrastructure migration that took our platform from 30K to 400K active users without service interruption."


"Responsible for [list of duties]"

This is a CV mistake bleeding into the cover letter. Duties don't differentiate you — every candidate who held a similar role had similar duties.

Replace with: The outcome of those duties.

"Managed paid social campaigns" becomes "Managed £180K/month in paid social across Meta and LinkedIn, maintaining 3.2x ROAS over 12 months while scaling spend 60%."


What ATS Actually Looks for in Cover Letters

If the employer's ATS scans your cover letter (not all do, but many do), it's looking for:

  • ▸Role-specific keywords from the job description
  • ▸Skills and tools mentioned in the requirements
  • ▸Seniority language that matches the level of the role
  • ▸Company name and role title (signals you wrote this specifically for them)

Generic filler phrases don't contribute to keyword scoring. Specific, outcome-oriented language does — and it reads better to humans too.


The Cover Letter That Actually Works

Structure your cover letter around three things:

  1. ▸One specific, relevant achievement — the best single proof point that you can do this job
  2. ▸Why this company and role — something specific about the business, product, or challenge that genuinely interests you (not "I've always admired your brand")
  3. ▸What you'd bring in the first 90 days — a concrete, role-relevant statement about your intended contribution

This replaces 400 words of filler with 200 words of actual signal.


Quick Phrase Replacement Reference

| Generic phrase | Replace with | |---|---| | "I am passionate about..." | "In my last role, I [specific outcome]..." | | "Excellent communicator" | "[Specific example of communication with outcome]" | | "Results-driven professional" | "[Specific metric that shows results]" | | "Strong work ethic" | "[Project delivered under constraints]" | | "Responsible for X" | "[Outcome achieved by doing X]" | | "I would be a great fit" | "[Specific skill matched to specific JD requirement]" |

Try NovaProCV

Generate a cover letter that's specific to the role — not a template.

Upload your CV and a job description. Get a tailored cover letter draft in seconds, then edit it to your own voice.

Generate My Cover Letter