What AI Can (and Can't) Do for Your Resume
What AI does well
- Rewrites weak bullet points into achievement-focused statements
- Pulls keywords from job descriptions and weaves them in naturally
- Writes a tailored summary for each role you apply to
- Suggests skills you may have forgotten to include
- Restructures your experience to highlight the most relevant parts
- Generates cover letter drafts from your resume + job description
What AI does poorly
- Making up specific metrics (always verify your own numbers)
- Understanding niche industry context without guidance
- Knowing which experiences matter most for a specific company culture
- Capturing your personal voice without iteration
- Formatting the final document properly for ATS
The 6-Step AI Resume Workflow
Start with a brain dump, not a blank page
Before touching any AI tool, write a rough list of every role you've held, every major project, every skill you use regularly, and any metrics you remember (even rough ones). AI works best when you give it real raw material to shape — not when you ask it to invent from nothing.
Use AI to build your base resume
Feed your brain dump into an AI resume builder. The AI will structure your experience into proper sections, rewrite your bullet points in achievement-focused language, and suggest a format. This becomes your "master resume" — the full version you'll tailor from.
Upload your master resume + target job description
For each job you apply to, feed both your base resume and the specific job description into an AI tailoring tool. The AI identifies keyword gaps, highlights the most relevant experience, and adjusts your summary to match the role. This is where most of the ATS score improvement happens.
Check your ATS score
Before applying, run your tailored resume through an ATS checker. A score of 70+ is generally strong. Below 60 and you're likely to get filtered. Use the keyword gaps identified to do one more round of targeted edits.
Read it out loud and personalize
AI output can sound generic. Read your resume out loud — anything that sounds stiff, robotic, or that doesn't sound like you should be reworded. Recruiters can smell AI-generated content. One pass of personalization makes a significant difference.
Generate your cover letter from the same inputs
With your tailored resume and job description already prepared, generating a cover letter takes 30 seconds. Feed both into an AI cover letter tool and get a strong draft. Edit the opening line and closing paragraph to make it feel personal.
Before vs. After: AI-Optimized Bullet Points
"Responsible for managing social media accounts and creating content for the company's marketing campaigns."
"Managed organic social media strategy across LinkedIn, Instagram, and Twitter, growing combined following by 45% in 8 months through a consistent content calendar and data-driven A/B testing of post formats."
"Helped with customer support and resolved issues for clients."
"Handled 80+ inbound support tickets per week with a 94% satisfaction rating; reduced average resolution time from 48 hours to 11 hours by building a shared troubleshooting knowledge base adopted across the team."
Which AI Tool to Use for Each Task
Building your base resume from scratch
Use a dedicated AI resume builder — not a general-purpose chatbot. Builders like Get Resumatch's AI Resume Builder are designed specifically for resume structure, ATS-friendly formatting, and achievement framing. General chatbots produce unformatted text you'd still have to lay out manually.
Tailoring your resume for a specific job
This is where AI shines most. Tools that take both your resume and the target job description as inputs can identify exact keyword gaps and rewrite relevant sections. This is the core workflow that improves ATS scores most dramatically.
Checking your ATS compatibility
After tailoring, always run an ATS check. A good checker tells you your match score, which required keywords you're missing, and what to fix. Don't apply blind — 5 minutes of ATS optimization can double your callback rate.
Writing cover letters
General-purpose AI (ChatGPT, Claude) works fine here if you give it good inputs: your tailored resume + the job description + 2–3 sentences about why you're interested. The output will need light editing but gets you 80% of the way there instantly.
Let AI Build and Tailor Your Resume
Get Resumatch uses AI to find jobs that match your background, tailor your resume for each role, and check your ATS score — all in one place.
Try Get Resumatch Free →