From CV to offer: the system
Career Playbook combines deterministic rule-based analysis with Azure OpenAI semantic scoring, guided by 20+ years of real UK recruiting expertise.
Upload your CV
Paste or upload your current CV. We accept PDF, DOCX, and plain text. No formatting knowledge required.
Add the job description
Paste the job description you're targeting. Our AI analyses the role, seniority, sector, and keyword density.
Get your ATS score
A two-layer engine runs: deterministic rule-based checks (keywords, structure, length, dates) then Azure OpenAI semantic scoring calibrated against 20+ years of UK hiring data.
Rebuild with AI
Use the AI bullet generator to rewrite each experience in STAR format, optimised for the specific role. Starter: 5/month. Pro: unlimited.
Export and apply
Download your optimised CV as PDF or DOCX. Then generate a matching cover letter and LinkedIn summary in one click.
Book an expert session
Optionally book a one-to-one with a senior UK recruiter. An AI briefing pack is auto-prepared from your CV and ATS history before the call.
Expert Insider methodology
20+ years of UK hiring knowledge covering what actually gets CVs through the door, fed into every AI output via structured prompts. Not generic advice. Real signal.
UK-specific, always
Formatting norms, sector conventions, GDPR data handling, and GBP pricing. Built for the UK job market from the ground up.
Hybrid, not black-box
Rule-based scoring is fully transparent and auditable. AI semantic scoring explains its reasoning. You always know why your score is what it is.
Your data, your right
All data stored in Azure UK South. Export everything. Delete everything. UK GDPR right to erasure built in from day one.
Ready to see your score?