Three steps from your first recording to a perfectly tailored application. No templates, no writer's block.
01 / 03
🎙
Tell your story
Record voice memos about each role — no writing. AI listens, transcribes, and structures your experience into polished bullets.
02 / 03
📄
Build your master CV
Your recordings become a living master CV — a comprehensive, always up-to-date record of your full career story.
03 / 03
⚡
Adapt for any job
Paste a job description. Get a tailored CV and cover letter in seconds, matched to exactly what hiring managers want.
CV Builder
Built for the way hiring actually works
Every feature is designed around one goal: getting your CV seen — and getting you the interview.
ATS Optimization
Beat the bots before a human sees your CV
Real-time ATS scoring checks formatting, keyword density, and section structure — so you never get filtered out before a human reads your application.
Keywords92%
Formatting85%
Relevance78%
Keyword Matching
Know exactly which words to add
Paste any job description. CVStory scans it for critical keywords and shows you what's missing — and where to add it.
Scanned from: Senior Product Manager · Linear
Product strategy
Cross-functional
OKRs
Stakeholder mgmt
Data-driven
✕ Agile / Scrum
✕ SQL
Roadmap planning
AI Bullet Rewriter
From responsibility to impact — in one click
Our AI rewrites vague duty-based bullets into achievement-focused, metric-rich statements that impress hiring managers.
AI Bullet Rewrite
"Responsible for managing a team and working on improving processes"
↓ AI rewrites with impact + metrics
"Led cross-functional team of 8 engineers to redesign core checkout flow, reducing cart abandonment by 23% and increasing monthly revenue by $1.2M"
Templates
Professionally designed, ATS-friendly layouts
Choose from clean, recruiter-tested templates. Customize fonts, colors, and section order. Every template exports as a pixel-perfect PDF.
Voice-first input
Just talk. We'll write your CV.
Blank page syndrome is real. CVStory eliminates it entirely — just hit record and talk naturally about what you did, built, or led. Our AI transcribes and structures it into polished, achievement-focused bullets. Add more memos any time to improve a section.
No writing required — speak naturally
AI extracts key achievements and metrics
Edit or expand any generated bullet
Add unlimited memos per role
0:42
TRANSCRIPT "…I led the checkout redesign — team of 8 engineers — launched in Q3, dropped abandonment by about 23%, which was around a million dollars in monthly revenue…"
Generated bullets
Led cross-functional team of 8 engineers to redesign checkout flow, reducing cart abandonment by 23%
Generated $1.2M incremental monthly revenue through Q3 product launch
Job pipeline
Track every application, in one place
CVStory doubles as a lightweight job CRM. Your adapted CV and cover letter stay attached to each role — move applications through stages and never lose track of where you stand.
My applications
+ Add role
Applied
Stripe
Product Manager
Applied
Linear
Eng Manager
Applied
Interviewing
Notion
Head of Ops
Screen
Offered
Vercel
PM, Platform
🎉 Offer
Archived
Figma
Senior PM
Declined
What people say
Real results from real job seekers
★★★★★
"I landed 3 interviews in my first week. The voice recording feature changed everything — I could finally articulate all my experience without staring at a blank page."
SK
Sarah K.
Product Manager
★★★★★
"The ATS score alone saved me. My old CV was getting 42%. After CVStory optimized it, I hit 91% and started getting callbacks within days."
MT
Marcus T.
Software Engineer
★★★★★
"I applied to 40 roles in 3 weeks, each with a perfectly tailored CV and cover letter. Got 8 interviews. Worth every penny."
PN
Priya N.
Operations Lead
Be the first to get access
CVStory is launching soon. Join the waitlist and get early access.