Back

Leverage AI to Generate Customized Action Verbs for Each Job Application

Posted on October 25, 2025
Michael Brown
Career & Resume Expert
Michael Brown
Career & Resume Expert

Leverage AI to Generate Customized Action Verbs for Each Job Application

In a world where Applicant Tracking Systems (ATS) filter out up to 75% of resumes before a human ever sees them, the right action verbs can be the difference between being ignored and landing an interview. This guide shows you how to Leverage AI to Generate Customized Action Verbs for Each Job Application, turning generic bullet points into powerful, role‑specific statements that speak directly to hiring managers and ATS algorithms.


Why Action Verbs Matter More Than Ever

Action verbs are the verbs that start each bullet point on a resume. They convey impact, initiative, and results. Studies from Jobscan reveal that resumes with strong action verbs improve ATS match rates by 12‑18%. Moreover, recruiters spend an average of 6 seconds scanning each resume, so a compelling verb can capture attention instantly.

Definition: Action verbs are dynamic words that describe a specific accomplishment or responsibility (e.g., engineered, streamlined, orchestrated).

The ATS Challenge

Most ATS software parses resumes for keywords and phrases that match the job description. If your verbs don’t align, the system may rank you lower, even if your experience is perfect. Traditional resume writing often relies on a static list of verbs, leading to keyword fatigue and reduced relevance.

The Human Factor

Hiring managers also read resumes. A well‑chosen verb paints a vivid picture of your contribution. For example, "Managed a team" is vague, whereas "Led a cross‑functional team of 12 engineers to deliver a $2M product on schedule" is specific, measurable, and compelling.


How AI Changes the Game

Artificial Intelligence can analyze a job posting, extract the most relevant skills and keywords, and then suggest customized action verbs that match both the role and the industry. Resumly’s AI engine does exactly that, leveraging natural language processing (NLP) and large language models (LLMs) to produce verb suggestions in seconds.

Core Benefits

  1. Speed: Generate verb lists for 10+ applications in under 5 minutes.
  2. Precision: Align verbs with the exact language used in the job description.
  3. ATS Optimization: Increase keyword density without sounding forced.
  4. Personalization: Tailor each bullet point to the company culture and role seniority.

Step‑By‑Step Guide: Using Resumly to Generate Custom Action Verbs

Below is a practical walkthrough that demonstrates how to Leverage AI to Generate Customized Action Verbs for Each Job Application using Resumly’s free tools and premium features.

1️⃣ Gather the Job Description

  • Copy the full posting from LinkedIn, Indeed, or the company career page.
  • Paste it into the Job Search Keywords tool to extract high‑impact keywords.

2️⃣ Run the Action‑Verb Generator (Beta Feature)

Note: This feature is currently available to Pro users under the AI Resume Builder.

  1. Navigate to AI Resume Builder.
  2. Select "Customize Action Verbs" from the dropdown.
  3. Upload your existing resume or start from a template.
  4. Paste the job description into the "Target Role" field.
  5. Click Generate.

The AI returns a table with three columns:

  • Original Bullet (your current wording)
  • Suggested Verb (AI‑optimized verb)
  • Rewritten Bullet (complete sentence with the new verb)

3️⃣ Review & Refine

  • Do: Keep verbs that reflect measurable outcomes (e.g., increased, reduced, generated).
  • Don’t: Overuse buzzwords like "leveraged" or "utilized" without context.
  • Adjust the surrounding text to maintain a natural tone.

4️⃣ Test Against ATS

Upload the revised resume to the ATS Resume Checker. Aim for a match score of 85%+. If the score is low, revisit the verb suggestions and ensure they match the job’s core competencies.

5️⃣ Export & Apply


Checklist: Custom Action Verb Optimization

  • Extract top 10 keywords from the job posting.
  • Generate at least 2 verb alternatives per bullet point.
  • Include at least one quantified result in each bullet.
  • Run the revised resume through the ATS checker.
  • Achieve a match score of 85% or higher.
  • Verify that no verb is repeated more than twice across the document.
  • Save a version of the resume for each target industry (e.g., tech, finance, healthcare).

Do’s and Don’ts of AI‑Generated Action Verbs

Do Don't
Do use verbs that reflect leadership and impact (e.g., spearheaded, optimized). Don’t rely on generic verbs like worked or did without context.
Do match the verb tense to the role (past tense for previous jobs, present tense for current). Don’t mix tenses within the same section.
Do incorporate numbers, percentages, or dollar amounts to quantify achievements. Don’t add numbers that you cannot substantiate.
Do keep the language concise—aim for 1‑2 lines per bullet. Don’t write long paragraphs; recruiters skim.
Do run a final spell‑check and grammar review. Don’t rely solely on AI; a human eye catches nuance.

Real‑World Example: Marketing Manager vs. Data Analyst

Original Bullet (Marketing Manager)

Managed social media campaigns and increased brand awareness.

AI‑Suggested Verb

  • Original Verb: Managed
  • Suggested Verb: Orchestrated

Rewritten Bullet

Orchestrated multi‑channel social media campaigns, boosting brand awareness by 42% and growing follower count from 5K to 12K in six months.


Original Bullet (Data Analyst)

Created reports for senior leadership.

AI‑Suggested Verb

  • Original Verb: Created
  • Suggested Verb: Synthesized

Rewritten Bullet

Synthesized weekly performance dashboards for senior leadership, reducing report generation time by 30% and enabling data‑driven decisions that increased revenue by $1.2M.


Mini‑Conclusion: The Power of the Main Keyword

By Leverage AI to Generate Customized Action Verbs for Each Job Application, you transform generic statements into targeted, ATS‑friendly achievements that resonate with hiring managers.


While action verbs are a cornerstone, pairing them with other Resumly tools creates a holistic job‑search engine:

  • AI Cover Letter Builder – Generates cover letters that echo the same verbs used in your resume.
  • Interview Practice – Simulates interview questions based on the verbs and achievements you highlighted.
  • Job Match – Suggests roles where your verb‑rich resume will score highest.
  • Career Personality Test – Aligns your personal strengths with the verbs you choose, ensuring authenticity.

Frequently Asked Questions (FAQs)

1. How does AI know which verbs are best for my industry?

The AI scans thousands of job postings, identifies high‑frequency verbs, and cross‑references them with your experience to suggest the most relevant options.

2. Will the AI replace my personal voice?

No. The tool provides suggestions; you retain full control to edit for tone and authenticity.

3. Can I use the same verb for multiple bullet points?

Do use a verb once per section to avoid redundancy. If a verb truly reflects multiple achievements, vary the surrounding language.

4. How many verbs should I aim for per resume?

Aim for 15‑20 strong verbs across all sections, ensuring each bullet starts with a unique, impactful word.

5. Is the AI feature free?

A limited version is available for free via the AI Resume Builder. Premium users get unlimited custom verb generation and deeper ATS analysis.

6. Does the AI consider company culture?

Yes. By analyzing the job description’s tone (formal vs. casual), the AI tailors verb choices to match the organization’s voice.

7. How often should I refresh my verbs?

Review and update your verbs quarterly or whenever you target a new industry.

8. What if the ATS score is still low after updating verbs?

Use the Buzzword Detector to identify missing industry terms, and incorporate them naturally.


Final Thoughts: Turn Every Application into a Tailored Pitch

In a competitive job market, Leverage AI to Generate Customized Action Verbs for Each Job Application is not just a nice‑to‑have—it’s a strategic advantage. By combining AI‑driven verb optimization with Resumly’s suite of tools—AI Resume Builder, Cover Letter Generator, Interview Practice, and Auto‑Apply—you create a seamless, data‑backed workflow that maximizes your chances of landing interviews.

Ready to supercharge your resume? Visit Resumly’s homepage to start your free trial, explore the AI Resume Builder, and watch your ATS scores soar.


Take action today: generate customized action verbs, fine‑tune your resume, and let Resumly’s AI do the heavy lifting while you focus on preparing for the interview.

More Articles

How to Evaluate Open Source AI Projects for Learning
How to Evaluate Open Source AI Projects for Learning
Discover a practical, step‑by‑step framework for assessing open source AI projects so you can learn faster and choose the right tools for your goals.
How to Create Genuine Professional Relationships Remotely
How to Create Genuine Professional Relationships Remotely
Discover practical, research‑backed tactics to build authentic professional relationships from anywhere, using clear steps, checklists, and the right digital tools.
How to Teach Digital Citizenship in AI Age – A Complete Guide
How to Teach Digital Citizenship in AI Age – A Complete Guide
Discover actionable steps, checklists, and real‑world examples to help educators teach digital citizenship effectively in today’s AI‑driven classrooms.
How to Forecast Annual Income Variability – A Complete Guide
How to Forecast Annual Income Variability – A Complete Guide
Accurately forecasting your annual income variability can transform budgeting and career decisions. This guide walks you through proven techniques, tools, and actionable checklists.
How to Communicate Change Transparently During AI Rollout
How to Communicate Change Transparently During AI Rollout
Transparent communication is the backbone of any successful AI rollout. Discover a step‑by‑step framework that keeps teams informed, engaged, and confident.
How to Demonstrate Soft Skills Through Project Narratives
How to Demonstrate Soft Skills Through Project Narratives
Project narratives are a powerful way to showcase soft skills. This guide walks you through crafting compelling stories that hiring managers love.
How to Bridge Academia and Industry in AI Learning
How to Bridge Academia and Industry in AI Learning
Discover proven strategies to transition from academic AI research to industry roles, complete with checklists, real‑world examples, and free Resumly tools.
Emphasizing Technical Skills for Engineers for Product Managers in 2025
Emphasizing Technical Skills for Engineers for Product Managers in 2025
Discover why technical expertise is the new currency for product managers in 2025 and how engineers can showcase those skills to land top roles.
How to Research Hiring Managers Before Interviews
How to Research Hiring Managers Before Interviews
Discover proven tactics to uncover hiring managers' backgrounds, communication style, and priorities so you can walk into any interview fully prepared.
How to Personalize Job Applications with One Click – Guide
How to Personalize Job Applications with One Click – Guide
Discover a step‑by‑step, one‑click system that tailors every job application, saves time, and dramatically improves your interview rate.

Check out Resumly's Free AI Tools