JobSprout is an AI-powered CV and cover letter builder that uses professional Typst typesetting to produce ATS-friendly documents, with granular AI editing at word, phrase, or section level.
What is JobSprout?
JobSprout is a web-based CV and cover letter builder that takes your messy work history (or an uploaded PDF/DOCX) and turns it into a polished, ATS-tested resume ready in minutes. It runs entirely in the browser, uses AI models from OpenAI, Anthropic, and Google Gemini to rewrite content, and outputs clean PDFs without watermarks or paywalls. The product is built by an independent creator (no company name stated on the page).
Key Features
- Inline AI Editing — Select any word, phrase, or section and tell the AI to rewrite it (shorter, more formal, more technical). Accept or reject each change. Works on bullet points, summaries, and entire paragraphs.
- Job Tailoring in One Click — Paste a job listing; the AI extracts company, required skills, and seniority. Hit Tailor to rewrite your entire CV to match the role, with a word-level diff preview before committing.
- AI Assistant That Knows Your CV — A chat-based assistant that understands your work history, target role, and current document. Ask it to update a job title, add a skill, or rewrite your summary for a specific industry – it edits your CV directly.
- Personalized Cover Letters with Deep Research — Generate cover letters that are tailored using AI-powered web research on the company (news, culture, job requirements). The AI analyzes your CV to highlight relevant experience.
- Professional CV Templates Powered by Typst — All templates use Typst typesetting for perfect spacing and professional typography. Each template is ATS-tested. Templates include Basic, Academic, Creative, Classic, Executive, and Modern.
- Unlimited PDF Downloads — Download CVs and cover letters as PDF without any limits or paywalls, even on the free plan.
- CV Upload & Parsing — Upload an existing PDF or DOCX; the AI automatically extracts sections (work experience, education, skills, contact info) so you don't have to re-type everything.
- Resume Scoring Tool — Drop your resume in for a free ATS score (0–100) that checks formatting, impact/quantification, contact info, and completeness. One-click fixes for common issues.
Who is it for?
- Job seekers who want tailored CVs for each application — Paste a job listing and get a rewritten CV matched to that specific role, saving hours of manual editing.
- Career changers or people moving to a new country — The AI Assistant helps rewrite your summary and experience for a new industry or location without re-explaining your background every session.
- Busy professionals who need a polished CV fast — Upload a messy work history and get a professionally formatted ATS-ready CV in minutes, with inline AI edits for fine-tuning.
- Cover letter writers who want personalization at scale — Generate personalized cover letters with deep company research, analyzing your CV to highlight the most relevant experience.
