{ "@context": "https://schema.org", "@type": "HowTo", "name": "How to automate interview questions with AI", "description": "Use this workflow to extract candidate information from your ATS, confirm consent for AI review, generate personalised interview questions, collect and score responses, update candidate records, and progress suitable applicants automatically.", "step": [ { "@type": "HowToStep", "position": 1, "name": "Extract CV and cover letter data", "text": "Pull candidate information directly from your existing applicant tracking system." }, { "@type": "HowToStep", "position": 2, "name": "Confirm candidate consent", "text": "Verify that the candidate has agreed to AI reviewing their profile." }, { "@type": "HowToStep", "position": 3, "name": "Generate personalised questions", "text": "Use an AI agent to create interview questions tailored to the candidate's profile and application." }, { "@type": "HowToStep", "position": 4, "name": "Send the interview form", "text": "Deliver a custom form that the candidate can complete asynchronously." }, { "@type": "HowToStep", "position": 5, "name": "Score candidate responses", "text": "Use AI to score each response from 0 to 10 and provide a clear rationale for the score." }, { "@type": "HowToStep", "position": 6, "name": "Update the ATS", "text": "Record the candidate's scores in the applicant tracking system and use them to progress the most promising applicants." }, { "@type": "HowToStep", "position": 7, "name": "Schedule the next interview", "text": "Optionally send a calendar invitation automatically for the next stage of the interview process." } ] }
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Manually reviewing CVs and writing bespoke interview questions can be time-consuming—especially when hiring at scale. Our interview question automation workflow uses AI to generate, send, and score interview questions tailored to each candidate’s application.
By automating this critical step, hiring teams can focus on reviewing high-quality insights rather than crafting each question manually. Candidates benefit from a personalised experience that reflects their background and the job at hand, while recruiters gain consistent, unbiased data to make better decisions faster.
Add a second layer of review if AI scores fall into a mid-range band (e.g. 4–6) to ensure no strong candidates are overlooked due to unusual responses.
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