Resume Optimizer - Tailor CV to Job

📄 CV Optimizer

🚀 Upload your resume and a job description, get an AI-optimized version with keyword matching, tone adjustment, and a match score in seconds. No design tools needed.

Pull structured records from CV Optimizer: clean fields ready as CSV, JSON, JSONL, Excel, or XML for downstream pipelines.

Copy to your AI assistant

Copy this block into ChatGPT, Claude, Cursor, or any LLM to start using this actor.

parseforge/cv-optimizer on Apify. Call: ApifyClient("TOKEN").actor("parseforge/cv-optimizer").call(run_input={...}), then client.dataset(run["defaultDatasetId"]).list_items().items for results. Key inputs: cvFile (array), cvText (string, default "Jordan Perez | Lima, Peru | jordan.perez@email.com | +51 99), jobTitle (string, default "Operations Manager"), jobDescription (string, default "We are looking for an Operations Manager experienced in cro), tone (string, default "professional"), formatStyle (string, default "hybrid"). Full actor spec: fetch build via GET https://api.apify.com/v2/acts/parseforge~cv-optimizer (Bearer TOKEN). Get token: https://console.apify.com/account/integrations

CV Optimizer analyzes your resume against a specific job posting and produces a tailored version. You can upload a PDF or DOCX file, or paste your resume text directly. Provide the target job title and description, and the AI rewrites sections to match the role's keywords, requirements, and preferred tone. Each result includes the optimized CV text, a match score, lists of matched and missing keywords, and specific improvement suggestions.

Job seekers use it to tailor resumes for each application without spending 30 minutes per version. Career coaches scale their feedback with data-driven keyword analysis. Recruitment agencies batch-optimize candidate profiles before client submissions. If you want to know exactly which keywords a job posting expects and how well your resume covers them, this actor gives you that answer in seconds.

Target	Resume optimization (AI-powered)
Use Cases	Resume tailoring, keyword gap analysis, ATS optimization, batch resume processing

📋 What it does

• 📄 Flexible input. Upload a PDF/DOCX resume or paste text directly.
• 🎯 Job-specific matching. Aligns your CV with the exact keywords and requirements from a job posting.
• 📊 Match scoring. Quantitative percentage showing how well your resume fits the role.
• 📝 Tone control. Choose professional, friendly, executive, or creative tone for the output.
• 💡 Actionable suggestions. Specific recommendations on what to add, remove, or rephrase.

Each result includes the full optimized CV text, a match score, matched keywords, missing keywords, and a list of improvement suggestions you can act on immediately.

💡 Why it matters: Tailoring a resume for each job application takes 30 to 60 minutes manually. This actor handles keyword alignment, tone adjustment, and formatting in seconds.

⚠️ Good to Know: For best results, paste the full job description including requirements, qualifications, and preferred skills. The AI uses every detail to identify which keywords and phrases to emphasize in your CV.

🚀 How to use

1. 📝 Sign up. Create a free account with $5 credit (takes 2 minutes).
2. 🌐 Open the Actor. Go to the CV Optimizer page on the Apify Store.
3. 🎯 Set input. Upload your resume or paste text. Add the job title and description.
4. 🚀 Run it. Click Start and let the AI optimize your resume.
5. 📥 Download. Grab your optimized CV and suggestions from the Dataset tab.

⏱️ Total time from signup to optimized resume: 3-5 minutes. No coding required.

🔗 Recommended Actors

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💡 Pro Tip: browse the complete ParseForge collection for more data scrapers and tools.

⚠️ Disclaimer: this Actor is an independent tool and is not affiliated with, endorsed by, or sponsored by any employer or job board. All trademarks mentioned are the property of their respective owners.

🆘 Need Help?

If you hit a bug, have questions about setup, or need a scraper we haven't built yet, open our contact form or write to parseforge@protonmail.com. We also take on paid custom data projects.

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