// 2025

RoleMark

in progress

RoleMark is an AI-powered resume scoring and tailoring SaaS that helps job seekers optimize resumes for specific roles, beat applicant tracking systems, and generate tailored versions and cover letters.

Project preview

Project Overview: RoleMark is built around a simple idea: every role deserves the right resume. Job seekers upload a resume and job description to get an instant compatibility score with actionable feedback, then generate role-specific resume versions tuned for ATS systems and hiring managers. The product also includes AI-assisted cover letters, a rich editing experience, and workflow tools to stay organized across applications.

Learn more at app.rolemark.io.

Objectives

  1. Fast, honest fit scoring — Give users a clear read on how well a resume matches a job description in seconds, with suggestions they can act on.
  2. Tailored outputs — Produce versions of a resume aligned to a specific role without starting from scratch each time.
  3. End-to-end job search support — Combine scoring, tailoring, cover letters, and organization (companies, versions) in one product.
  4. Sustainable SaaS — Subscription and one-time purchase options via Stripe, with a clear free tier for discovery.

Features

  1. AI resume scoring — Upload a resume and job description for an instant compatibility score and detailed feedback.
  2. Resume tailoring — Generate role-specific resume versions optimized for ATS parsing and relevance.
  3. Cover letter generation — AI-generated cover letters with tone customization.
  4. Rich text editor — Tiptap-based WYSIWYG editing with inline AI assistance.
  5. Version management — Track multiple versions of resumes over time.
  6. Company organization — Group and manage applications by company.
  7. Command bar — Spotlight-style search (Cmd+K) for quick navigation across the app.

Technology Stack

  • Frontend: Next.js 16 (App Router), React, TypeScript, Tailwind CSS v4, shadcn/ui
  • Backend / data: Supabase (PostgreSQL, Auth, Storage)
  • Payments: Stripe (subscriptions and one-time purchases)
  • AI: Vercel AI SDK 6 with Vercel AI Gateway
  • Editor: Tiptap (ProseMirror)

Outcome

RoleMark ships as a production SaaS with a defined free tier (including AI scoring), paid tailoring and cover-letter flows, and billing integrated through Stripe—giving job seekers a single place to score, refine, and package their applications for specific roles.