Most sales reps send the same CV to 50 jobs and wonder why the replies don't come. Applicant tracking systems (ATS) rank you against that one job description — its sales motion, market and tools. A CV that lists "sales, negotiation, customer relationships" loses to one that mirrors the offer's "B2B SaaS full-cycle sales, outbound prospecting, Salesforce pipeline management, 118% quota attainment". This page shows how to tailor your existing sales CV to a specific offer — without inventing anything you can't defend in the interview.
How an ATS reads a sales representative CV
Before a human sees it, your CV is parsed and scored. The ATS extracts skills, titles and years, then matches them against the job description. The closer your wording is to the offer, the higher you rank. Two rules follow: (1) use the offer's exact terms ("outbound prospecting", not "finding clients"; "full-cycle sales", not "handling the whole process"), and (2) keep the layout machine-readable — single column, real text, standard section headings. MaxCV keeps both intact while it tailors the content.
How to tailor your sales CV to the job offer
Tailoring is not rewriting your whole CV per job. It is re-ordering and re-phrasing what is already true so the offer's priorities surface first:
- Match the sales motion. An outbound SDR-style offer rewards prospecting volume and meeting-set rates; a full-cycle AE offer rewards closing, deal size and quota; a field-sales offer rewards territory building and long-term accounts. Lead with the matching motion.
- Mirror the market. B2B vs B2C, SMB vs enterprise, the industry — name your closest real segment in the offer's words, including sales-cycle length where it matches.
- Match the tools and methods. Salesforce or HubSpot, MEDDIC or SPIN, cold calling or social selling — use the posting's exact names where they are true for you.
Paste the job link, upload your CV, and MaxCV does exactly this in ~30 seconds — and shows your match score climb (e.g. 28% → 84%).
Which keywords to copy from the job description
Pull keywords from three places in the posting: the title, the requirements list, and the "nice to have" section. Prioritise hard, checkable terms — motions, markets and tools (e.g. B2B, SaaS, outbound prospecting, cold calling, lead qualification, pipeline management, CRM, Salesforce, HubSpot, quota attainment, negotiation, closing, account management, upselling, MEDDIC). Only include a keyword if it is genuinely true for you; ATS keyword-stuffing that you can't back up gets exposed in the interview.
How to quantify your sales achievements
Sales is the easiest CV to quantify and the most damaging to leave vague. Turn "responsible for new business" into "closed €480k of new business in FY25 at 115% of quota, from a self-sourced pipeline of 60+ opportunities, with a 24% win rate". Reach for: quota attainment by year, revenue closed, average deal size, win rate, pipeline generated, activity metrics (calls, meetings set), retention or expansion of accounts. MaxCV suggests where a metric belongs and keeps the number tied to your real results.
Hard and soft skills that match the offer
Hard skills should be a near-mirror of the posting: CRM, prospecting tooling, qualification frameworks, market and product knowledge, languages if the territory needs them. Soft skills are the job in sales — but only score when the offer names them: "negotiation", "objection handling", "resilience", "relationship building". Show each in a bullet with an outcome ("turned around a churning key account into a 2-year renewal") rather than as a bare list.
Tailoring a sales CV with little or no experience
Junior sales CVs win by mirroring the offer with any real persuasion-with-numbers experience. Their "prospecting" becomes your "cold-called 40 local businesses for a student fundraiser, converting 9 sponsors"; retail, hospitality and door-to-door work all carry targets, upsells and customer-facing wins worth naming. Lead with the motion and market the offer describes, show you know their product's space, and let MaxCV align the wording so a thin history still scores against the ATS.