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Introducing CV Coach: the CV builder that starts with a question

CV Coach is a new AI-powered CV building and optimisation tool, now built into Access Careers Centre. It combines a chat-based CV builder with an intelligent CV checker, so users can build a strong CV from scratch, or get meaningful feedback on the one they already have. 

There are more AI CV tools available to job seekers now than at any point in the history of careers services. Most of them are very good at making a CV sound impressive. The problem is that impressive and accurate aren't the same thing, and when the same tools are doing the writing for everyone, CVs start to blur into each other. None of them are really saying much about the person who submitted them. 

CV Coach takes a different approach. Rather than generating content for users, it guides them through identifying and articulating the skills they have, the ones relevant to the roles they're going after. 

4 minutes

Written by Bonnie van den Bergh.

The "critical friend" problem  

Most AI CV tools are uncritical by design. Their job is to help users produce a strong-looking CV, and they do it by taking whatever the user says at face value and making it sound better. 

What users need isn't a tool that polishes their claims. They need one that makes them think harder about what goes in. 

CV Coach's conversational builder works differently. Rather than presenting a blank template, it asks targeted questions about experience, skills, and achievements, guiding users to articulate what they've done before any content gets generated. The material is theirs; the tool helps them shape it into professional language. A CV built on questions the user has had to answer holds up better when an interviewer starts asking similar ones. 

Active reflection, not passive generation  

The feedback layer reinforces this. Rather than telling a user their CV scores 68% and leaving them to guess at what that means, CV Coach identifies specific gaps, across formatting, structure, file type, keyword usage, and action language, and explains the reasoning behind each one. Not just what to fix, but why it matters. Feedback that builds CV literacy over time rather than just generating a better document. 

Career stage awareness plays into this too. A user early in their career with limited work experience has different CV needs to a recent graduate or a career changer. CV Coach identifies where a user is in their journey and adjusts its guidance accordingly, so the questions it asks, and the structure it recommends, are always appropriate to that person's situation. 

Authentic voice

CV Coach generates and refines content, but it checks in with the user before anything gets finalised. That step matters. A user who has reviewed, adjusted, and approved what goes on their CV has a much clearer idea of what's there, and why, than one who accepted a finished document. 

When a user has a specific role in mind, they can input the job description and the tool suggests targeted improvements to align their application. The suggestions are a starting point, not a final answer. 

CV Coach is available now within Access Careers Centre. If you'd like to see how it works in practice, you can book a demo or get in touch with the team. 

Product Tour
See how AI CV Coach works

Start product tour

Most AI CV tools generate content. CV Coach guides users through articulating what they can actually offer, through targeted questions, role-specific feedback, and a check-in before anything gets finalised.

Screen 1. CV coach main
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A centralised CV workspace for every job seeker you support
Job seekers can build, manage, and score multiple CV versions in one place. Each CV updates its ATS score in real time, giving advisors and users a clear view of progress at any stage.
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Track CV's strength at a glance
Every CV displays a live ATS score across a visual scale, from Needs Attention through to Standout.
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Screen 3. CV coach create
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Start from scratch or improve what they already have
Job seekers can upload an existing CV and the coach will assess it, score it, and identify what to work on next.
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Screen  2. CV feedback
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Progress that's visible at every stage
The progress indicator updates as users work, so they can see in real time how each change affects their overall score.
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AI Coach suggestions panel
Every suggestion comes with a reason behind it The coach explains why each change will help, not just what to fix. Job seekers can make informed decisions about their CV rather than following advice they don't understand.
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Users stay in control of what goes on their CV
The coach generates and refines content, but checks in before anything is finalised. Nothing gets added without the user reviewing and approving it first.
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Want to try it out?
CV Coach is available now within Access Careers Centre. Book a demo to see how it fits into your existing careers provision.

See CV Coach in action

Book a demo to find out how CV Coach helps students build better CVs through guided reflection and intelligent feedback.

picture of author Bonnie van den Burgh

By Bonnie van den Bergh

Product Manager for Access Careers Centre

Bonnie van den Bergh is the Content Product Manager for Access Careers Centre. She has over 6 years of experience working on career development content and is passionate about supporting students, job seekers and professionals in developing their dream careers.