AI-powered career tool

Your story.
Any job.
Perfect CV.

Record voice memos about your experience. CVStory builds your master CV and adapts it — with a matching cover letter — for every role you apply to.

Join waitlist
CVSTORYVoice MemoSpeak your experienceJob DescriptionPaste any listingMaster CVFull career storyAIAdapted CVRole-matchedAICover LetterAuto-generatedAIATS ScoreBeat the filtersJob PipelineTrack applications
How it works
From voice memo
to hired — in hours
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.
87ATS
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.

We use cookies, you have full control over your privacy and data Cookie policy

Cookie preferences

Choose which cookies you allow. You can change these settings at any time via the Cookie Settings link in the footer.

Strictly Necessary

Required for the site to function: authentication, security, and this consent record.

Analytics

Helps us understand how visitors use the site

Advertising & Marketing

Used for ad performance measurement and remarketing