AI-generated CVs are rapidly becoming the norm in today’s job market. AI can be a useful tool when writing your CV, helping you refine your wording, improve clarity and tailor your application to a specific role. However, relying too heavily on AI can hinder your chances of success. Overly AI-generated CVs can feel generic and can fail to showcase your experience, to make it stand out from other applications.
In this blog, we explore the key signs recruiters can now spot in seconds when reviewing AI-generated CVs, along with practical advice on how to use AI effectively while ensuring your experience and individuality still shine through.
Generic language
Our recruiters are constantly reviewing CVs daily, and one thing they often notice in an AI-generated CV is language that feels too generic. AI tools are good at producing polished CVs that commonly use phrases such as “highly motivated”, “results-driven”, or “excellent communication skills”.
While using these phrases is not necessarily wrong, relying heavily on them throughout your CV can make your application sound similar to many others. Instead, recruiters want to see it sound like many other generic applications. Instead, recruiters want to see evidence that backs up these claims. Simply stating that you have certain skills does not demonstrate them. Your CV should provide specific examples of how you have used those skills and what you have achieved as a result.
This is where AI can be useful without taking over the writing process. It can help improve clarity, structure and wording, but the experience and examples should remain personal to the candidate. A CV should communicate what makes someone different, rather than sounding like a professional written template that could apply to anyone.
The gap between your CV & recruiter conversations
Recruiters will always speak with candidates before putting them forward for a role. These conversations give recruiters the chance to understand their experience in more detail and make sure the information stated on their CV reflects their actual background.
When AI has been used too much, recruiters can sometimes notice a gap between the CV and the conversation. Candidates may mention skills, experience or achievements on their CV that they struggle to explain or don’t remember stating in the first place.
AI can help improve the wording and presentation of your experience, but it should not replace your own voice. So, it is important to review your CV to make sure everything is accurate, reflects your experience, and you can confidently discuss your CV with a recruiter.
Formatting is too polished
Another sign recruiters may notice is a CV that feels overly polished and structured. AI can create consistent formatting, sentence structures and writing styles throughout a CV, which can sometimes make the application feel less personal.
For example, every job description may follow the same pattern, with each responsibility written in a similar way and every bullet point sounding equally polished. While consistency is important, a CV that feels too perfect can lose some of the individuality that helps a candidate stand out. Your CV should be professional and easy to read, but it should still feel like it belongs to you.
Authenticity still matters
With AI making it easier than ever to create a polished, tailored CV, it is important not to lose what makes your application authentic. Recruiters want to see that the skills and experience you are presenting genuinely reflect what you have done, rather than a CV that has simply been written to match a job specification.
Tailoring your CV to a role is important, but there is a difference between highlighting relevant experience and changing the way you present yourself to fit the job. Your examples, achievements and skills should remain true to your experience.
AI can help you identify what is relevant and improve how you communicate it, but your CV should still sound natural and reflect you. Authenticity matters because it ensures the CV you submit is something you can stand behind throughout the recruitment process.
Overall…
AI can be a valuable tool when creating a CV, but it should support your application rather than define it. A strong CV should use AI to improve clarity and structure while still highlighting your own experiences, achievements and personality. Recruiters want to see evidence of what you have done, rather than simply polished language or keywords that match a job description. By using AI thoughtfully and keeping your CV authentic, you can create an application that is professional, relevant and genuinely reflects you.