How does the AI Resume Relevance Score work?

The algorithm uses machine learning to compare the semantic context of your experience, skills, and education against the specific keywords and requirements found in a job description.

Is the resume builder really ATS-friendly?

Yes, Panna prioritizes structural compatibility and readability for Applicant Tracking Systems over visual flair, ensuring your data is correctly parsed by HR software.

Can I build more than one resume?

Yes, the platform allows you to create and save multiple versions of your resume tailored to different job applications.

Do I need to pay to download my resume?

While scoring and analysis are often free, full use of the AI builder and downloading the final document typically requires a paid subscription or premium credit.

What file formats are supported?

You can upload existing resumes in .pdf, .doc, .docx, .txt, and .rtf formats up to 5MB.

Does it include a cover letter?

Yes, Panna provides a free AI-generated cover letter designed to match the specific job requirements and the content of your optimized resume.

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Resumes

Freemium

Panna Resume Builder

AI-powered resume builder and scorer that optimizes your CV for ATS by matching keywords and skills from job descriptions to ensure you rank high in recruiter screenings.

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Rating

Reviews

Upvotes

3 months ago

Listed

Resumes

ATS Optimization

Career Development

Job Search

AI Rewriting

Cover Letter Generator

Resume Scorer

HR Tech

Tool information

Provider

mroads

Platforms

Web

Languages

English

Added to directory

3 months ago

Last updated

about 2 months ago

Rating

Not available

Pricing

Freemium

About Panna Resume Builder

What the tool does and who it's for

Panna Resume Builder is an AI-driven platform specifically engineered to bridge the gap between job seekers and Applicant Tracking Systems (ATS). Developed by mroads, it utilizes machine learning algorithms to analyze job descriptions and automatically rewrite resumes to prioritize industry-specific keywords and relevant skills. Unlike builders that focus on aesthetic design, Panna prioritizes semantic matching and structural compatibility with HR software. The tool provides a 'Resume Relevance Score' to show alignment with specific roles and includes an AI-generated cover letter tailored to the target position, ensuring a cohesive application package that ranks higher in recruiter screenings.

Key capabilities

Instant Job Match Analysis: Provides a percentage-based score reflecting how well your resume aligns with a specific job description.

AI-Powered Rewriting: Intelligent algorithms rewrite sections of your resume to highlight the most relevant experiences for a particular role.

ATS-Friendly Formatting: Focuses on clean, machine-readable structures rather than complex visual designs that confuse scanners.

Keyword Optimization: Automatically identifies and integrates industry-specific keywords and buzzwords from job postings.

Customized Cover Letters: Generates a professional cover letter for free that complements your tailored resume.

Smart Skill Scoring: Uses machine learning to extract and compare top skills from your profile against employer requirements.

Easy Editing: Allows users to make manual adjustments and updates as their career progresses.

Comprehensive Reports: Delivers detailed feedback on action verbs, educational alignment, and experience context.

Pricing

Freemium — plans below

Free Scorer

Resume relevance scoring
Basic ATS check
Upload PDF/Docx
Sample resumes

Premium Builder

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