Before & after, for real.
Generic bullets vs tailored, quantified, role-targeted bullets — with a real summary rewrite and a cover letter snippet. Every number and fact below came from the original CV.
Same experience. Completely different signal.
All facts below came from the candidate's original CV. Nothing was invented — just surfaced, quantified, and focused for the target role.
Senior Product Manager — fintech scale-up
Tailored for a Head of Product role at a Series B payments company.
- Managed cross-functional team to launch new product features.
- Worked with engineering and design on product roadmap.
- Led customer interviews to understand user needs.
- Led 9-person cross-functional squad to ship the Q3 KYC overhaul, cutting customer onboarding drop-off from 23% to 11% in the first 60 days post-launch.
- Owned the 12-month product roadmap across payments and identity verticals, prioritising a £2.4M feature investment against competing engineering capacity.
- Ran 34 customer discovery interviews across 3 ICP segments; synthesised findings into an insight deck that shifted Q2 roadmap priorities within 2 weeks.
Software Engineer — backend platform
Tailored for a Staff Engineer role at a cloud infrastructure company.
- Worked on improving system performance.
- Helped the team with on-call responsibilities.
- Reviewed code and mentored junior developers.
- Profiled and refactored the payment-settlement service, reducing p99 latency from 2.3s to 410ms and cutting AWS compute spend by ~$8k/mo.
- Owned on-call rotation for a service processing 140k RPS; drove MTTR from 47min to 9min by authoring a runbook suite and adding structured alerting.
- Ran weekly engineering reviews for 4 junior engineers; 3 received promotions within 18 months.
Marketing Specialist — B2B SaaS
Tailored for a Growth Marketing Manager role at a Series A HR-tech company.
- Created marketing campaigns to drive growth.
- Managed social media and email marketing.
- Worked with sales to generate leads.
- Designed and launched 4 lifecycle email sequences in HubSpot, lifting trial-to-paid conversion from 8% to 14% over 3 quarters — contributing an estimated £180k ARR.
- Grew LinkedIn follower base from 4.2k to 11.8k in 8 months through a structured content calendar; average post engagement 3× industry benchmark.
- Built outbound lead-enrichment workflow (Clay + Apollo) that cut SDR research time by 60% and increased SQL volume 2.1× in Q2.
The first thing recruiters read.
A generic opener vs a role-targeted summary for the same candidate applying to a VP Product role.
Experienced product manager with a background in building great products. Passionate about user experience and data-driven decision making. Looking to join a fast-growing company where I can make an impact.
Product leader with 8 years shipping 0→1 and growth-stage products across fintech and B2B SaaS. Led squads of up to 12, owning roadmaps with £2–5M engineering budgets. Known for bridging commercial and technical teams — I bring P&L context to prioritisation decisions and ship with engineers, not at them. Looking to step into a VP Product role where product strategy and company strategy are the same conversation.
All figures (8 years, 12-person squad, £2–5M budgets) came from the original CV.
A letter that opens with the role, not with you.
RoleFitCV generates a cover letter alongside the tailored CV. Here's the opening paragraph of a generated letter for the same VP Product application.
Opening paragraph
“The VP Product role at Meridian caught my attention not because of the title, but because of the problem: you're rebuilding your core product suite on a modern data layer while holding churn below 4%. That's a sequencing and prioritisation challenge, and it's exactly the type of work I've spent the last three years doing — first at Paymint, where I owned the roadmap through a platform migration that touched 40k SME accounts, and more recently at Kartify, where we rebuilt the identity stack without a single incident-related churn in the first 12 months post-cutover.”
See it on your own CV.
Paste your CV, drop in a job link, and get tailored bullets and a cover letter in about 60 seconds. First run is free.