ResumeGenie
Find out in a minute - if a role is worth 2 hours of your time.
A Gen AI portfolio product built with explicit decisions about trust, latency, cost, and abuse protection at every step.
The project is live at : (https://resumegenie.tech)
| 33s median latency | $0.105 cost per analysis | ~$47 monthly ceiling | 8 versions shipped |
WHY THIS EXISTS
The category is dominated by two tools answering different questions: Teal as a job-search OS for the long haul, Kickresume as a visual builder for document polish. Neither asks the question a candidate actually has staring at a job description: am I really a candidate here, or spend up to 3 hours tailoring for a role I won't get.
HOW IT'S BUILT --- THE KITCHEN ANALOGY
|
THE BUILDING Vercel Hosts the kitchen. Lights, plumbing, ovens — all the infrastructure ResumeGenie cooks in. |
THE CHEF Claude Sonnet 4.6 Reads the order (resume + JD), prepares the dish (verdict + cover letter + elevator pitch + interview questions), plates it cleanly. |
THE GATEKEEPER Upstash Redis Stands at the door. Lets each guest order three times an hour, seven times a day. Closes shop at 70 orders. |
Each part is independently swappable. Move the kitchen to a different building (AWS, Cloudflare). Swap the chef for a faster one (Haiku for trivial tasks, tested and rolled back for analysis because quality dropped on borderline cases). Change the gatekeeper's rules without rebuilding anything (V5: 5/hr → V6: 2/hr + 5/day + 50/day global → V8: 3/hr + 7/day + 70/day global, with one-line config changes).
WHO IT'S FOR
|
BULLSEYE Career Transitioner Mid-senior pro moving across functions. Adjacent experience, unreliable gut. Underserved. |
STRONG Senior IC Passively exploring. Wants signal, not optimization. |
DECENT Strategic Grad Learning what JDs actually weight. |
HOW IT'S DIFFERENT
|
JOBSCAN, TEAL, ENHANCV, ETC. Answer 'how do I score higher?' Percentage match · Keyword tweaks · Account required |
RESUMEGENIE Answers 'should I apply at all?' Categorical verdict · Anti-hallucination · No signup |
Real differentiators: verdict-first analysis, an honest assessment that tells you when to skip a role, anti-hallucination cover letters built on strict guardrails, a tailored elevator pitch that hands you an instant 60-to-90 second interview script, and role-specific interview questions tailored to your background and the JD.
MONETIZATION & ROADMAP
Today: free. Capped via three-tier rate limiting (hourly per-IP, daily per-IP, daily global) so monthly cost stays bounded regardless of traffic. V6 added verdict-aware feedback (thumbs up/down with optional text on disagreement) and silent behavioral tracking of exports across analysis, cover letter, and pitch.
V7 added a 150-225 word spoken-word elevator pitch with three-beat structure (Hook · Pivot · Close) and a banned-words list against AI-generic phrasing --- generated for every verdict, useful as a starting point on skip verdicts too.
V8 added multi-format resume support (PDF + DOCX via mammoth), role-specific interview questions, browser-based analysis history with Export Report, and launch-day rate limit tuning (3/hr + 7/day + 70/day global).
Trigger to monetize: the cap getting hit by legitimate users --- that's the signal to add a $7-10/mo Pro tier. Five options modeled (freemium, pay-per-use, affiliate, B2B, stay-free), each with explicit pros/cons.
Next: real backend-driven progress via SSE (V9), headless browser for enterprise career pages like LinkedIn and Workday (V10).