Back
how to get ai generated suggestions for improvement
In today's hyper‑competitive job market, AI‑generated suggestions for improvement have become a secret weapon for candidates who want to stand out. Whether you are polishing a resume, drafting a cover letter, or rehearsing interview answers, Resumly’s suite of free tools can instantly surface actionable feedback. This guide walks you through the entire process—from understanding why AI matters, to extracting precise suggestions, to applying them effectively—so you can turn every piece of feedback into a concrete improvement.
Why AI‑Generated Suggestions Matter
Employers receive hundreds of applications for a single opening. According to a recent LinkedIn report, 75% of recruiters rely on AI tools to screen candidates before a human ever sees the document. That means the first impression is often an algorithmic score, not a gut feeling. AI‑generated suggestions help you:
- Identify hidden gaps in skills, keywords, and formatting.
- Align your language with the specific language used in job postings.
- Boost readability so both bots and humans can parse your content quickly.
By integrating AI feedback early, you reduce the risk of being filtered out and increase the odds of landing an interview. The good news? Resumly offers a range of free tools that deliver these insights in seconds.
How Resumly Generates AI Suggestions
Resumly’s engine combines natural‑language processing (NLP) with a massive database of successful resumes and job descriptions. When you upload a document, the platform:
- Parses the structure – headings, bullet points, dates, and sections are identified.
- Matches keywords – compares your content against the most common terms in your target industry.
- Scores readability – uses the Flesch‑Kincaid metric to ensure clarity.
- Detects buzzwords – flags overused phrases and suggests alternatives.
- Provides a gap analysis – highlights missing skills or experiences based on the role you’re targeting.
The result is a concise list of AI‑generated suggestions for improvement that you can apply instantly. For a deeper dive into the technology, check out the Resumly AI Resume Builder.
Step‑by‑Step Guide to Get AI‑Generated Suggestions for Improvement
Below is a practical checklist you can follow the next time you sit down to refine your application materials.
1. Prepare Your Document
- Choose the right format – PDF or DOCX works best; avoid images of text.
- Include all sections – contact info, summary, experience, education, skills.
- Keep it up to date – add recent projects or certifications.
2. Access Resumly’s Free Tools
Visit the Resumly Free Tools hub and select the appropriate analyzer:
- Resume Roast for a quick critique.
- ATS Resume Checker to see how an applicant‑tracking system will score you.
- Buzzword Detector to replace cliché phrases.
You can start at the Resumly AI Career Clock or jump straight to the ATS Resume Checker.
3. Upload and Run the Analyzer
- Click Upload and select your file.
- Choose the target job title (e.g., Product Manager).
- Press Generate Suggestions.
The platform will return a dashboard with sections such as Keyword Match, Readability Score, and Actionable Tips.
4. Review the AI‑Generated Suggestions
Typical suggestions include:
- Add missing keywords – e.g., “Agile methodology” or “SQL”.
- Rephrase weak verbs – replace “responsible for” with “led” or “optimized”.
- Improve bullet consistency – start each bullet with a strong action verb.
- Adjust formatting – ensure dates are aligned and fonts are uniform.
5. Implement Changes
Create a copy of your original file and apply the recommendations one by one. Use the Do/Don’t list below to stay focused.
6. Re‑run the Analyzer
After editing, upload the revised version to confirm that the scores have improved. Aim for a Keyword Match above 85% and a Readability Score above 70.
7. Export and Apply
Download the polished document and attach it to your applications. For a seamless job‑search workflow, consider using Resumly’s Auto‑Apply feature.
Using AI Suggestions Across Different Materials
Resume
- Focus on quantifiable results – AI will highlight where numbers are missing.
- Leverage the Skills Gap Analyzer – it shows which in‑demand skills you lack and suggests quick learning resources.
Cover Letter
- Match tone to the company culture – the AI Cover Letter tool suggests phrasing that aligns with the employer’s language.
- Insert relevant achievements – AI spots gaps between the job description and your narrative.
Interview Preparation
- Practice with the Interview Practice module – it uses your resume data to generate realistic questions.
- Refine answers based on feedback – the AI will point out filler words and suggest stronger storytelling techniques.
For more details, explore the AI Cover Letter and Interview Practice pages.
Do’s and Don’ts When Applying AI‑Generated Suggestions
| Do | Don't |
|---|---|
| Do prioritize suggestions that improve keyword relevance for the specific role you’re targeting. | Don’t add keywords that you cannot substantiate during an interview. |
| Do keep language natural; AI suggestions are a guide, not a script. | Don’t over‑optimize by stuffing buzzwords; readability suffers. |
| Do run the analyzer after each major edit to track progress. | Don’t ignore the readability score; a high keyword match means little if the text is hard to read. |
| Do combine AI feedback with human review—ask a mentor to proofread. | Don’t rely solely on AI; human nuance still matters. |
Common Pitfalls and How to Avoid Them
- Blindly copying suggestions – Always verify that a recommended keyword truly reflects your experience.
- Neglecting formatting – Even the best content can be rejected if the layout looks unprofessional.
- Skipping the readability check – Complex sentences lower the chance of a recruiter scanning quickly.
- Forgetting to tailor – Each job posting is unique; run the analyzer for each application rather than using a one‑size‑fits‑all resume.
Frequently Asked Questions
Q1: How accurate are the AI‑generated suggestions for improvement? A: Resumly’s models are trained on millions of successful applications and are continuously updated. While not perfect, they capture 90% of the most common ATS criteria.
Q2: Can I use the suggestions for a LinkedIn profile? A: Absolutely. The same engine powers the LinkedIn Profile Generator and can suggest headline and summary tweaks.
Q3: Do I need a paid subscription to access the suggestions? A: No. All core analyzers—including the ATS Checker, Resume Roast, and Buzzword Detector—are free. Premium features like the Auto‑Apply workflow are optional.
Q4: How often should I refresh my AI suggestions? A: Whenever you add a new role, certification, or project. Also run a fresh check before each major job application.
Q5: Will AI suggestions replace a human recruiter’s review? A: No. AI helps you pass the first automated screen; a human recruiter still evaluates fit, culture, and potential.
Q6: Can I get suggestions for non‑English resumes? A: Resumly currently supports English, Spanish, and French. The AI adapts to language‑specific keyword sets.
Q7: How does the AI handle industry‑specific jargon? A: The engine references industry‑specific corpora, so it can recommend niche terms like “CI/CD pipeline” for DevOps roles.
Q8: Is my data safe when I upload documents? A: Resumly uses end‑to‑end encryption and does not store personal data beyond the analysis session.
Mini‑Conclusion: Why Getting AI‑Generated Suggestions for Improvement Is a Game‑Changer
By following the steps above, you turn vague feedback into concrete actions that boost both keyword relevance and readability. The result is a stronger, data‑backed application that passes ATS filters and catches recruiters’ eyes. Remember, the key is to treat AI suggestions as a collaborative partner—not a replacement for your own voice.
Final Thoughts
In a landscape where AI‑generated suggestions for improvement can shave days off the job‑search cycle, leveraging Resumly’s free tools is no longer optional—it’s essential. Start by uploading your current resume to the Resume Roast, apply the actionable tips, and watch your interview invitations climb. For a holistic career strategy, pair these insights with the Resumly Career Guide and stay updated via the Resumly Blog.
Take the first step today: let AI guide you to a better version of your professional story and secure the opportunities you deserve.
