Case study
WorkAide Jobs
AI job-search workspace — collect, score, tailor, and export in one production SaaS.
Owner-Developer · May 2026 – Present
Overview
WorkAide Jobs is a solo-built B2C SaaS at jobs.workaide.ai. It unifies listings from multiple job boards into one inbox, scores fit against your resume, generates tailored application drafts, and exports styled PDF resumes — with Stripe Pro billing, admin analytics, and Cloudflare Turnstile on auth flows.
Delivery velocity
Concept → Vercel production deploy with Stripe checkout, admin console, and Facebook launch promo (MAYFB50) in ~48 hours (May 16–17, 2026). Founder-operated in production — Jim uses the product daily for his own job search, not demo-only shelfware.
Architecture
Frontend
- •Next.js 16 App Router
- •React 19
- •TypeScript
- •Tailwind CSS
- •Server & client components
Backend & data
- •Supabase PostgreSQL with RLS
- •Supabase Auth (password + OAuth)
- •Vercel serverless API routes
- •Cron-based job collection
AI & matching
- •OpenAI for match scoring and application drafts
- •Resume-aware context from Settings (career corpus sync)
- •Manual score override per job
- •ATS alignment fields for keyword matching
- •Resume fidelity guardrails on tailored output
Job ingestion
- •JSearch, Findwork, Adzuna, USAJOBS, RSS
- •Arbeitnow and Remotive in codebase
- •Saved searches, deduplication, inbox filters
- •Usage limits by Free vs Pro plan tier
Resume output
- •Template registry (Classic, Modern, Minimalist, Corporate)
- •Live HTML preview and style comparison gallery
- •Puppeteer + Chromium PDF export on Vercel
- •Print-to-PDF fallback
- •1-page vs 2-page resume length options
Billing & ops
- •Stripe Checkout, Customer Portal, webhooks
- •Free vs Pro plan enforcement
- •Admin-managed pricing and promo codes
- •User/login analytics dashboard
- •Cloudflare Turnstile on auth flows
What shipped
- ✓Multi-board job collector with saved searches and deduplicated inbox
- ✓AI match scoring with manual override and missing-skills breakdown
- ✓Per-job application drafts (resume + cover letter) with regenerate flows
- ✓Styled resume PDF/HTML export via Puppeteer on Vercel
- ✓Stripe Pro subscriptions with admin pricing and promotion codes
- ✓Admin analytics: signups, logins, plan breakdown, active users (7d)
- ✓Facebook GTM launch with limited-time promo code campaign
Related products
WorkAide Jobs (jobs.workaide.ai) is a separate codebase from PM.WorkAide.ai (pm.workaide.ai). WorkAide Central handles shared brand auth/billing — not a second employer on resumes.
Source: Resumes/app — docs in Resumes/app/docs/ (Stripe, admin, job APIs).