See what careful tailoring changes.
These fictional sample candidates show the format and level of detail RoleFitCV can produce. Metrics appear only where the sample source CV is assumed to contain them; they are not customer results.
Same experience. Completely different signal.
These are illustrative source-and-rewrite pairs, not customer applications. In real use, RoleFitCV only surfaces details supported by your own CV and flags missing information as a gap.
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 and job description to prepare tailored bullets and an optional cover letter. Processing is usually about a minute but can take longer for complex files. First run is free.