{
  "researchedOn": "2026-10-09",
  "methodology": "200 editorially selected, unranked questions informed by official career, recruitment, AI-risk and consumer-safety resources. Search results were reviewed by topic; no Google Keyword Planner or Search Console query-volume export was available. No exact top-200 popularity or volume claim is made. The 120 role practice guides contain original illustrative exercises, not occupational licensing or salary advice.",
  "scope": "CVs, applications, interviews, job search, skills, AI, recruitment, early careers, career changes and workplace growth.",
  "questionCount": 200,
  "newPostCount": 320,
  "questions": [
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      "question": "How do I write a CV for my first job?",
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      "question": "What sections should a CV include?",
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        "https://nationalcareers.service.gov.uk/careers-advice/cv-sections"
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      "question": "How long should my CV be?",
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        "https://nationalcareers.service.gov.uk/careers-advice/cv-sections"
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    {
      "question": "How do I write a CV personal statement?",
      "category": "CV writing",
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        "https://nationalcareers.service.gov.uk/careers-advice/cv-sections"
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    {
      "question": "How do I tailor my CV to a job?",
      "category": "CV writing",
      "slug": "how-do-i-tailor-my-cv-to-a-job",
      "sourceUrls": [
        "https://cloudfront.careeronestop.org/JobSearch/Resumes/ResumeGuide/work-experience.aspx"
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    {
      "question": "What is an ATS-friendly CV?",
      "category": "CV writing",
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        "https://nationalcareers.service.gov.uk/careers-advice/cv-sections"
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      "question": "Should I send my CV as PDF or Word?",
      "category": "CV writing",
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        "https://nationalcareers.service.gov.uk/careers-advice/application-forms"
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      "question": "How do I describe achievements without numbers?",
      "category": "CV writing",
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        "https://cloudfront.careeronestop.org/JobSearch/Resumes/ResumeGuide/work-experience.aspx"
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      "question": "Which skills belong on my CV?",
      "category": "CV writing",
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        "https://nationalcareers.service.gov.uk/careers-advice/identifying-skills-and-upskilling"
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      "question": "Should I include a photo on my CV?",
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        "https://nationalcareers.service.gov.uk/careers-advice/cv-sections"
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    {
      "question": "How do I explain a career gap on my CV?",
      "category": "CV writing",
      "slug": "how-do-i-explain-a-career-gap-on-my-cv",
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        "https://nationalcareers.service.gov.uk/careers-advice/explain-gaps-in-work-history"
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    {
      "question": "How do I show freelance work on my CV?",
      "category": "CV writing",
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        "https://cloudfront.careeronestop.org/JobSearch/Resumes/ResumeGuide/work-experience.aspx"
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      "question": "Can volunteering count as CV experience?",
      "category": "CV writing",
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    {
      "question": "How do I list unfinished education on my CV?",
      "category": "CV writing",
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        "https://nationalcareers.service.gov.uk/careers-advice/cv-sections"
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    {
      "question": "Should I put references on my CV?",
      "category": "CV writing",
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        "https://cloudfront.careeronestop.org/JobSearch/Resumes/references.aspx"
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    {
      "question": "How should I name my CV file?",
      "category": "CV writing",
      "slug": "how-should-i-name-my-cv-file",
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        "https://nationalcareers.service.gov.uk/careers-advice/application-forms"
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    {
      "question": "How do I proofread a CV effectively?",
      "category": "CV writing",
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      "sourceUrls": [
        "https://nationalcareers.service.gov.uk/careers-advice/cv-sections"
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    {
      "question": "How do I write a CV after changing careers?",
      "category": "CV writing",
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        "https://cloudfront.careeronestop.org/JobSearch/Resumes/ResumeGuide/work-experience.aspx"
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    {
      "question": "How do I include short courses on my CV?",
      "category": "CV writing",
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    {
      "question": "What should I remove from an outdated CV?",
      "category": "CV writing",
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        "https://nationalcareers.service.gov.uk/careers-advice/cv-sections"
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      "question": "How do I write a cover letter?",
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      "question": "Is a cover letter always required?",
      "category": "Applications",
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        "https://nationalcareers.service.gov.uk/careers-advice/application-forms"
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    {
      "question": "How do I address a cover letter without a name?",
      "category": "Applications",
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    {
      "question": "How do I write a job application email?",
      "category": "Applications",
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        "https://nationalcareers.service.gov.uk/careers-advice/application-forms"
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    {
      "question": "What should my application email subject say?",
      "category": "Applications",
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      "sourceUrls": [
        "https://nationalcareers.service.gov.uk/careers-advice/application-forms"
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    {
      "question": "How do I answer an application supporting statement?",
      "category": "Applications",
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        "https://nationalcareers.service.gov.uk/careers-advice/application-forms"
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    {
      "question": "How do I apply when I do not meet every requirement?",
      "category": "Applications",
      "slug": "how-do-i-apply-when-i-do-not-meet-every-requirement",
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        "https://nationalcareers.service.gov.uk/careers-advice/application-forms"
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    {
      "question": "How do I follow up after applying?",
      "category": "Applications",
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    {
      "question": "How do I keep track of job applications?",
      "category": "Applications",
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        "https://nationalcareers.service.gov.uk/careers-advice/application-forms"
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    {
      "question": "How do I answer expected salary on an application?",
      "category": "Applications",
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        "https://nationalcareers.service.gov.uk/careers-advice/application-forms"
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    {
      "question": "How do I apply for a job in another country?",
      "category": "Applications",
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    {
      "question": "How do I apply without a formal qualification?",
      "category": "Applications",
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      "question": "How do I write an internship application?",
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    {
      "question": "How do I answer why I want this job in writing?",
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      "question": "How do I write a speculative application?",
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      "question": "How do I recover from an application mistake?",
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      "question": "How do I prepare documents for an online application?",
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      "question": "Can I reuse a cover letter for different jobs?",
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      "question": "How do I answer availability and notice period?",
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      "question": "How do I withdraw a job application professionally?",
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      "question": "How do I answer tell me about yourself?",
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      "question": "How do I use STAR in an interview?",
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      "label": "National Careers Service: covering letters",
      "url": "https://nationalcareers.service.gov.uk/careers-advice/covering-letter",
      "checkedOn": "2026-10-09"
    },
    {
      "id": "apply",
      "label": "National Careers Service: application forms",
      "url": "https://nationalcareers.service.gov.uk/careers-advice/application-forms",
      "checkedOn": "2026-10-09"
    },
    {
      "id": "interview",
      "label": "National Careers Service: interview advice",
      "url": "https://nationalcareers.service.gov.uk/careers-advice/interview-advice",
      "checkedOn": "2026-10-09"
    },
    {
      "id": "star",
      "label": "National Careers Service: STAR method",
      "url": "https://nationalcareers.service.gov.uk/careers-advice/interview-advice/the-star-method",
      "checkedOn": "2026-10-09"
    },
    {
      "id": "video",
      "label": "National Careers Service: video interviews",
      "url": "https://nationalcareers.service.gov.uk/careers-advice/how-to-do-well-in-video-interviews",
      "checkedOn": "2026-10-09"
    },
    {
      "id": "phone",
      "label": "National Careers Service: telephone interviews",
      "url": "https://nationalcareers.service.gov.uk/careers-advice/how-to-do-well-in-telephone-interviews",
      "checkedOn": "2026-10-09"
    },
    {
      "id": "skills",
      "label": "National Careers Service: identifying skills",
      "url": "https://nationalcareers.service.gov.uk/careers-advice/identifying-skills-and-upskilling",
      "checkedOn": "2026-10-09"
    },
    {
      "id": "gaps",
      "label": "National Careers Service: work history gaps",
      "url": "https://nationalcareers.service.gov.uk/careers-advice/explain-gaps-in-work-history",
      "checkedOn": "2026-10-09"
    },
    {
      "id": "scams",
      "label": "Federal Trade Commission: job scams",
      "url": "https://consumer.ftc.gov/articles/job-scams",
      "checkedOn": "2026-10-09"
    },
    {
      "id": "career",
      "label": "CareerOneStop: career ideas",
      "url": "https://cloudfront.careeronestop.org/HowTo/Findcareerideas/find-career-ideas.aspx",
      "checkedOn": "2026-10-09"
    },
    {
      "id": "network",
      "label": "CareerOneStop: informational interviews",
      "url": "https://cloudfront.careeronestop.org/Veterans/JobSearch/NetworkEffectively/informational-interviews.aspx",
      "checkedOn": "2026-10-09"
    },
    {
      "id": "ai",
      "label": "NIST: Generative AI risk profile",
      "url": "https://nvlpubs.nist.gov/nistpubs/ai/NIST.AI.600-1.pdf",
      "checkedOn": "2026-10-09"
    },
    {
      "id": "learn",
      "label": "IBM SkillsBuild: AI learning",
      "url": "https://www.skillsbuild.org/ai-level-up",
      "checkedOn": "2026-10-09"
    },
    {
      "id": "essential",
      "label": "Skills Builder: essential skills framework",
      "url": "https://www.skillsbuilder.org/global/universal-framework",
      "checkedOn": "2026-10-09"
    },
    {
      "id": "hire",
      "label": "CIPD: recruitment process overview",
      "url": "https://www.cipd.org/uk/knowledge/factsheets/recruitment-factsheet/",
      "checkedOn": "2026-10-09"
    },
    {
      "id": "select",
      "label": "CIPD: selection methods overview",
      "url": "https://www.cipd.org/uk/knowledge/factsheets/selection-factsheet/",
      "checkedOn": "2026-10-09"
    },
    {
      "id": "acas",
      "label": "Acas: interviewing applicants",
      "url": "https://www.acas.org.uk/recruitment/interviewing-job-applicants",
      "checkedOn": "2026-10-09"
    },
    {
      "id": "induct",
      "label": "Acas: hiring and induction resources",
      "url": "https://www.acas.org.uk/hiring-someone",
      "checkedOn": "2026-10-09"
    },
    {
      "id": "europass",
      "label": "Europass: create a cover letter",
      "url": "https://europass.europa.eu/en/create-europass-cover-letter",
      "checkedOn": "2026-10-09"
    },
    {
      "id": "refs",
      "label": "CareerOneStop: references",
      "url": "https://cloudfront.careeronestop.org/JobSearch/Resumes/references.aspx",
      "checkedOn": "2026-10-09"
    },
    {
      "id": "trends",
      "label": "Google Trends: understanding the data",
      "url": "https://support.google.com/trends/answer/4365533?hl=en",
      "checkedOn": "2026-10-09"
    },
    {
      "id": "google",
      "label": "Google Search: helpful content guidance",
      "url": "https://developers.google.com/search/docs/fundamentals/creating-helpful-content",
      "checkedOn": "2026-10-09"
    }
  ]
}
