Blog
Practical advice on getting past ATS filters, understanding AI screening, and writing a CV that gets callbacks. Start with our pillar guides for comprehensive walkthroughs.
- Role Guides· 7 min read
Customer Service CV Guide
Turn soft skills into evidence and metrics on a customer service CV that gets shortlisted.
- Role Guides· 7 min read
Operations Manager CV Guide
Process, cost, and efficiency wins framed for ATS and operations hiring managers.
- Role Guides· 7 min read
Finance & Accounting Graduate CV Guide
Qualifications, internships, and technical skills arranged to pass screening for entry-level finance roles.
- Success Stories· 5 min read
What Job Seekers Tell Us They Wish They'd Known Sooner
The recurring "I wish I'd known this" moments from people who've analysed their CV with CValuate.
- Role Guides· 7 min read
Product Designer CV & Portfolio Guide
How to balance a keyword-friendly CV with a portfolio that closes the interview.
- AI in Recruiting· 6 min read
What "ATS-Optimised" Will Mean in the Age of AI Recruiters
As screening shifts from keywords to comprehension, here's how CV optimisation is changing, and how to stay ahead.
- Role Guides· 7 min read
Sales CV Guide: Quotas, Numbers, and Results
Make revenue and targets the star of your sales CV without turning it into a wall of numbers.
- Behind the Build· 6 min read
Privacy by Design: What Happens to Your CV After You Upload It
Our privacy-by-design approach: what we store, what we don't, and how we keep your CV yours.
- CV How-To· 6 min read
How to Optimise Your CV for Both the Robot and the Recruiter
You're writing for two audiences at once. Here's how to satisfy the ATS without boring the human behind it.
- Success Stories· 5 min read
Recent Graduate to First Offer: Making a Thin CV Look Strong
How new grads turn coursework, projects, and part-time work into a CV that gets past screening.
- Role Guides· 7 min read
Nursing CV Guide for the UK & Beyond
Registrations, competencies, and clinical experience laid out for both ATS software and hiring panels.
- AI in Recruiting· 6 min read
The Limits of AI CV Feedback (and Why a Human Still Matters)
What AI CV analysis nails, where it falls short, and when it's worth talking to a human.
- CV How-To· 6 min read
How to Explain Employment Gaps on Your CV
Honest, confident ways to address career breaks so gaps don't cost you the interview.
- ATS & Screening· 5 min read
Should You Submit a PDF or Word Doc? The ATS Answer
When a PDF is safe, when Word is safer, and how modern ATS parsers handle each format.
- Behind the Build· 6 min read
Speed vs Depth: Getting CV Analysis Under a Minute
The trade-offs behind delivering deep CV feedback in under 60 seconds: model choice, streaming, and caching.
- CV How-To· 5 min read
CV vs Résumé vs Cover Letter: What's the Difference?
When to use a CV, a résumé, or a cover letter, and how the terms differ across the UK, US, and beyond.
- Role Guides· 7 min read
Project Manager CV Guide
Methodologies, metrics, and outcomes: how to write a PM CV that survives automated screening.
- AI in Recruiting· 6 min read
Why We Use a Two-Step AI Pipeline to Analyse CVs
Extraction first, evaluation second: the architecture behind more accurate, less hallucinated CV feedback.
- Success Stories· 5 min read
From "Filtered Out" to Shortlisted: 5 Small CV Changes With Big Results
Five high-leverage tweaks (pulled from CVs we've analysed) that moved candidates from rejected to interviewed.
- Behind the Build· 7 min read
Scoring a CV 0–100: The Problem With Making Judgement Reproducible
Why the same CV can get different scores, and how we made CValuate's scoring consistent and explainable.
- CV How-To· 6 min read
How to Write a CV Personal Statement / Professional Summary
A simple structure for a summary that hooks a recruiter in the first 7 seconds, with role-based examples.
- ATS & Screening· 6 min read
Do You Really Get Rejected by a Robot? Where Humans and Software Overlap
The truth about automatic CV rejection: what software actually filters vs what a human recruiter decides.
- Role Guides· 7 min read
Marketing Manager CV: What Recruiters Want to See
Turn campaigns into measurable results on a marketing CV built to pass ATS and impress recruiters.
- AI in Recruiting· 7 min read
Can AI Be Biased When Screening CVs? What the Research Says
Where bias creeps into automated hiring, what regulators are doing, and how candidates can protect themselves.
- CV How-To· 5 min read
The Ideal CV Length in 2026 (and When to Break the Rule)
One page or two? The evidence-based answer by experience level, plus when longer is genuinely better.
- Behind the Build· 7 min read
How We Designed Prompts That Give Genuinely Useful CV Feedback
The iterations behind CValuate's prompts: from vague "add action verbs" to specific, line-by-line rewrites.
- Success Stories· 5 min read
How Career Changers Use CValuate to Reframe "Irrelevant" Experience
Real patterns from career-changer CVs: how to make past experience read as relevant to a new field.
- ATS & Screening· 6 min read
ATS Score Explained: What a "Good" CV Score Actually Means
What CV scores measure, why they vary between tools, and how to read CValuate's 0–100 score to prioritise fixes.
- CV How-To· 5 min read
The 7-Second Test: What a Recruiter Sees First on Your CV
Recruiters skim before they read. Learn what they scan for in 7 seconds and how to win that glance.
- AI in Recruiting· 7 min read
How Large Language Models "Read" a Résumé
Tokenisation, context, and inference: a technical-but-readable look at how an LLM interprets your CV.
- Role Guides· 7 min read
The Data Analyst CV Guide (With Examples)
How to present tools, impact, and analysis on a data analyst CV that beats the keyword filter.
- Behind the Build· 7 min read
The Hardest Part of CV Analysis Isn't the AI. It's the PDF
Broken columns, embedded fonts, scanned documents: the messy reality of turning a CV PDF into clean text.
- CV How-To· 6 min read
Action Verbs Are Not Enough: What Actually Makes a CV Strong
Why "spearheaded" and "leveraged" won't save a weak bullet, and what recruiters actually respond to.
- ATS & Screening· 6 min read
Keyword Matching: How to Mirror a Job Description Without Sounding Like a Robot
A step-by-step method to pull the right keywords from any job ad and weave them into your CV naturally.
- Success Stories· 5 min read
"200 Applications, Zero Replies": What Changed After One CV Rewrite
A composite story of a job seeker who fixed the three issues silently sinking every application.
- AI in Recruiting· 6 min read
Old-School ATS vs Modern AI Screening: What Changed
Keyword-era ATS was dumb but predictable. AI screening is smarter and less transparent. Here's what it means for you.
- CV How-To· 6 min read
How to Tailor Your CV to a Job Description in 15 Minutes
A fast, repeatable process to customise your CV for each role without rewriting it from scratch.
- ATS & Screening· 6 min read
ATS Myths That Are Costing You Interviews
Keyword stuffing, invisible text, "ATS-proof" templates: we debunk the CV advice that quietly hurts you.
- Role Guides· 7 min read
How to Write a Software Engineer CV That Passes ATS
The skills, keywords, and project framing that get a developer CV past screening and in front of a hiring manager.
- Behind the Build· 7 min read
Building a CV Analyzer That Doesn't Hallucinate
How we constrain an LLM with schemas, grounding, and validation so your CV feedback is accurate, not invented.
- CV How-To· 6 min read
How to Quantify Achievements on Your CV (Even Without Hard Numbers)
Turn vague duties into measurable wins, including how to add numbers when you don't think you have any.
- ATS & Screening· 6 min read
The 12 Formatting Mistakes That Break ATS Parsing
Tables, columns, headers, graphics: the exact CV formatting choices that confuse ATS software, plus what to do instead.
- CV How-To· 6 min read
How to Write CV Bullet Points That Get Noticed (With Examples)
The formula for high-impact CV bullets, action plus task plus measurable result, with before/after examples.
- ATS & Screening· 6 min read
How Applicant Tracking Systems Actually Read Your CV
A recruiter's plain-English breakdown of how ATS software parses, scores, and filters your CV, and how to get past it.
- AI in Recruiting· 7 min read
The State of AI in CV Parsing in 2026
How CV parsing evolved from keyword regex to LLMs, and what today's AI can and can't reliably read on your CV.
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