AI for resume building: the best neural networks to analyze and improve CVs in 2026
A resume is the first thing an employer comes across. And its quality and relevance determines whether you get an invitation to an interview. In 2026, neural networks have become an effective tool for job seekers: they create resumes from scratch, check them for relevance to the job and adapt them to ATS queries.
In this article, let's take a look at the best resume services and ready-made promts.
How AI helps with resumes: key capabilities
HR-specialists receive a large number of resumes, so they immediately cut out those that do not fit the selection criteria from the first lines. So as not to waste unnecessary time.
This is where a neural network can help: from creating a resume from scratch to customizing it for a specific job. Let's look at how neural networking helps at any stage.
Creating a resume from scratch. Sometimes it is difficult to write a resume from the very beginning, there is a fear of a white sheet. Neural network will generate a structure, choose a style, form specific achievements in work. To do this, provide information about yourself, your desired position, your experience, skills and achievements. And the information chaos will turn into a readable resume.
Analyzing the suitability of the vacancy. If you have already written a resume, but you are not sure that it fits the job description, compare the text through a neural network. The AI will analyze the information, identify the percentage of matches and point out missing keywords and skills.
Improved wording. A common mistake of job seekers is to specify general phrases without specific benefits for the employer: "worked with clients", "was responsible for sales", "completed tasks on time". AI helps to reformulate them into specific achievements: "attracted 100 clients through cold mailings", "increased sales by 70% in 3 months", "fulfilled the weekly plan in 5 days". Such formulations immediately show your expertise and value to the company.
Adaptation for different jobs. There are times when skills and experience are suited for very different jobs. AI can help tailor the same experience for different purposes. Emphasize management skills for a director position or reword the wording to emphasize technical knowledge and skills for a programmer position.
Grammar and style check. One of the implicit reasons why recruiters reject is grammatical errors, clericalisms, and inappropriate writing style. The AI finds these errors in the resume, suggests other appropriate wording, and chooses an accurate tone. In this way, the resume becomes neat and professional.
The main advantage of neural networks in creating a resume from scratch or finalizing it is saving time without losing quality. AI adapts the resume, quickly analyzes the vacancy and increases the chances of being selected.
AI doesn't make up your experience. It helps you identify your strengths and show them to the employer.
Top 5 neural networks for resume management
ReText.AI.
ReText.AI. - a comprehensive service that combines tools for improving the text of a resume and customizing it for different jobs.
What tasks are suitable for:
- To improve the already written text of a resume;
- To test literacy and readability;
- To customize for different jobs.
Functions:
- Neurochat. Create a resume from scratch, formulate accomplishments for the "About Me" block.
- Paraphrasing. The service rephrases template wording to make a resume look natural.
- Literacy and punctuation checker. AI recognizes errors and corrects them, which is important for a neat and professional resume.
- Shorten or expand text. Shorten long descriptions into a few lines or, conversely, expand short paragraphs.
Terms of Use:
The service is in Russian, works in the browser and in the TelegramVPN is not required.
Free access with limited features, subscription starting at $7/month.
GigaChat
GigaChat - Sber's domestic neural network that understands the Russian language and the specifics of the Russian labor market.
What tasks are suitable for:
- To improve the wording in your resume;
- To write cover letters;
- To prepare for the interview.
Functions:
- Creating text in different styles. Simple and clear text for technical jobs or creative text for creative professions.
- Generating text for different tasks. For the "About yourself" block or formulating achievements.
- Analyzing and improving resumes. Checking for job fit, looking for inaccuracies or abstract wording, tips on highlighting key skills.
- Generating answers for a job interview. Generating a list of interview questions and answers.
Terms of Use:
The service is in Russian, available in the browser, VPN is not required.
Free access to all features.
Resume Worded
Resume Worded is a neural network for improving your resume and profile on LinkedIn.
What tasks are suitable for:
- For peer review of resumes;
- To determine if the resume matches the job opening;
- To improve your LinkedIn profile.
Functions:
- Evaluating resumes against key ATS metrics and recommending improvements;
- Analyze the vacancy to identify missing skills;
- Providing templates for successful resumes;
Terms of Use:
The service is in a foreign language, available in a browser, no VPN required.
Free access with limited features, subscription starting at $19/month.
JobScan
JobScan - An AI-based tool specializing in ATS optimization (automatic candidate management system).
What tasks are suitable for:
- To check the suitability of the resume for the job vacancy;
- To adapt the text for ATS optimization.
Functions:
- Generating a personalized resume under ATS;
- Creating Cover Letters;
- Providing resume templates and ATS layouts;
- Analyzing the fit between the resume and the vacancy.
Terms of Use:
The service is in a foreign language, available in the browser, works with VPN.
Free access with limited features, subscription starting at $29.98/month.
Rezi.ai.
Rezi.ai is an English-language resume and cover letter creation service aimed at passing ATS-systems.
What tasks are suitable for:
- To optimize resumes for foreign job openings;
- To articulate accomplishments in business English;
- To create a resume from scratch.
Functions:
- Analyzing job requirements and tailoring resumes to meet them;
- Generating responsibilities and professional accomplishments;
- Rezi Score - score your resume on a 100-point scale;
- Editing finished resumes with an AI assistant.
Terms of Use:
The service is in a foreign language, works in the browser, VPN is not required.
Free access with limited features, subscription starting at $29/month.
Ready-made promts for creating resumes
Use promt templates to get the best results.
To create a resume from scratch:
You're a professional HR and career counselor. Compose a structured resume in a business style. Initial data: - Desired Position: [specify position]. - Work Experience: [describe companies, positions, period, main tasks] - Key skills: [list of skills] - Education: [educational institution, specialty] - Additional (if any): [languages, certificates, projects]. Requirements: - Clear logical structure - Concise and clear wording - Focus on results and benefits for the employer - Without water and general phrases Give out the result in the format of a finished resume. |
To customize a resume to fit a specific job opening:
You're a recruiter and an ATS recruiter. Here's my summary: [insert text of resume] Here's the job description: [insert vacancy text] Task: - Analyze the relevance of the resume to the vacancy - Hint what skills and wording should be strengthened or added - Rewrite your resume so that it better matches the requirements of the position - Keep the information truthful, don't make anything up Result: - Updated version of the executive summary - Short list of changes and recommendations |
To create an "About Me" section:
You're a career counselor. Compose an "About Me" section for your resume. Initial data: - Position: [specify]. - Work Experience: [briefly]. - Key Strengths: [skills, qualities]. - Company / Job Type: [corporation, startup, remote, etc.]. Requirements: - 3-5 sentences - Professional, confident tone - Emphasis on value to the employer - No clichés or generic phrases Make 2-3 options to choose from. |
Use the neural network as a helper and be sure to edit and personalize the answers you get.
Step-by-step instruction: how to create the perfect resume using AI
Below is an algorithm on how to work with AI to create a resume.
Step 1: Gather information about yourself.
In order for AI to create a quality resume, it is important to provide complete information about yourself as a professional.
Write about the desired position, a list of jobs with periods, major responsibilities at each position, accomplishments (preferably measurable in numbers), skills, education and courses, and proficiency in work tools.
Step 2: Select a neural network for the task.
One neural network will not accomplish all tasks, so it is better to combine them.
ReText.AI is for improving wording and checking literacy, GigaChat is good for text generation, and JobScan for ATS checking.
The combined approach improves resume results.
Step 3: Create a basic version of your resume.
Use the above promts to create a draft. This will be the basis from which you can work and adjust.
Step 4: Adapt to the specific job opening.
A major mistake is sending out the same resume to all job openings, even if the position is the same.
Every company has a different Tone of Voice and different requirements for the applicant, so it is important to reflect your experience to your specific requirements.
Paste the text of the resume and the vacancy into the neural network, ask it to compare and identify inconsistencies. Afterwards, adapt the wording to fit the vacancy.
Step 5: Improve the wording.
Improving wording means - fixing template phrases, rephrasing abstract accomplishments into concrete ones with numbers, and checking literacy. ReText.AI will help with this - the paraphrasing and grammar function will improve your resume and make it stand out among your competitors.
Step 6: Check the ATS optimization.
A seemingly great resume may not pass the automatic screening check and the HR person won't see it.
To prevent this from happening, check the resume through ATS tools, use keywords from the job posting, and check the structure for simplicity and lack of excessive design.
Step 7: Ask the AI to evaluate the result.
Final step.
Ask the neural network to evaluate your resume as a recruiter, point out weaknesses, and suggest improvements.
Frequently Asked Questions
Will the employer see that the resume is written by a neural network?
If the text is fully generated, yes. The ideal option is to use neural networks to create a draft and already independently add unique details, achievements and adjust to your personal writing style.
Can I use the same resume for different jobs?
No. Even if the jobs are the same, companies define different requirements. For example, for the position of IT Project Manager, the emphasis would be on technical skills. And for the vacancy "Project Manager in Construction", the emphasis will be on budgeting and working with contractors.
How do you add specific accomplishments if they are hard to measure?
If the result is not measured in numbers, it can still be described concretely and in a way that is useful to the employer.
"Engaged in marketing companies" → "Created advertising campaigns for Yandex.Zen, which attracted 1,000 new customers."
"Led social media" → "Increased audience of Telegram channel by 10000 subscribers in 2 months";
"Improved processes" → "Implemented a new CRM system, which reduced processing time by 30%."
If it's hard to formulate on your own, enlist the help of neural networks:
I had the experience of [describe what you did]. Articulate it as a specific accomplishment with metrics or an outcome. |