ChatGPT Recruiting in 2025: Use Cases, Prompts & Best Practices

June 6, 2025
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Ann
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ChatGPT recruiting is transforming how companies hire in 2025. With advanced AI tools, ChatGPT helps recruiters screen resumes, schedule interviews, and communicate with candidates faster and more efficiently. A 2023 survey found that 49% of businesses used ChatGPT in their hiring, with adoption rising to 53% by 2024, and 93% of those businesses plan to expand its use.[1][2] It also helps write better job ads and personalized messages, improving candidate experience. However, experts warn about possible bias in AI systems, which means companies need to use these tools responsibly.[3] As AI keeps evolving, it's key to balance innovation with fairness in hiring. In this article, we will show you how to use ChatGPT for recruitment and prompts.

Prompts to Enhance ChatGPT Recruiting in 2025

Here is your guide to using ChatGPT for recruiting, along with prompts that can help you save time, improve accuracy, and find top talent faster.

1) Improving Job Descriptions with AI

Writing job descriptions that attract the right candidates and rank well in search results is tough. So, recruiters often miss out on top talent because their descriptions lack the right keywords or are unclear. This leads to fewer applicants or too many unqualified ones. Generative AI tools like ChatGPT can help by quickly generating keyword-rich job descriptions. Just share key details, like the job title, location, industry, and responsibilities, and AI can draft descriptions that are clear, engaging, and optimized for search engines.

Example Prompt: Write a job description for a Marketing Manager based in Singapore in the tech industry. The candidate should have 5+ years of experience, be skilled in SEO and content strategy, and have leadership experience. Include keywords that will help the role appear in relevant job searches.

2) Streamlining Resume Screening

Manually screening a large volume of resumes can be time-consuming, exhausting, and prone to errors or bias due to variations in formatting, language, and subjective assessments. Using ChatGPT streamlines this process by analyzing and summarizing candidates’ qualifications, experience, and skills, allowing for quick, consistent evaluations. It can also compare resumes against specific job requirements to highlight matches and gaps, ultimately improving efficiency, fairness, and decision-making in the hiring process.

Example Prompt: You are an AI recruiting assistant. Below is a list of resumes, followed by the requirements for a Project Manager role in the construction industry. For each candidate, summarize their relevant experience, key skills, and qualifications. Then, rate their suitability for the role on a scale of 1 to 5, with 5 being a strong match. Highlight any red flags or notable strengths. Be concise and consistent.

One of the most time-saving features of Manatal’s applicant tracking system is its powerful resume parsing capability. Instead of manually reviewing and entering candidate information, recruiters can rely on Manatal to automatically extract key details, such as work history, skills, education, and contact information, from uploaded resumes. This data is then neatly organized into structured candidate profiles, making it easier to compare applicants side by side. By standardizing information across different resume formats, Manatal not only saves valuable time but also helps reduce errors and ensures no important qualifications slip through the cracks.

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3) Enhancing Candidate Engagement

Recruiters managing multiple roles may struggle to provide timely, personalized communication, which can hurt the candidate experience and employer brand. ChatGPT helps enhance engagement by generating tailored messages for each stage of the hiring process, such as outreach, interviews, feedback, and offers, customized by role, candidate background, and tone. It also supports the creation of helpful content like FAQs, company overviews, and interview tips, ensuring candidates feel informed, valued, and more connected to the organization throughout their journey.

Example Prompt: Create a friendly, candidate-facing interview preparation guide for a Data Analyst role, including common questions, tips on what to expect in a virtual interview, and advice on how to showcase analytical thinking.

4) Writing Effective Recruitment Emails

Email is a vital part of recruitment communication, but crafting clear, timely, and personalized messages for candidates, hiring managers, and clients can be exhausting and lead to delays or miscommunication. ChatGPT streamlines this process by generating professional, tailored email drafts from minimal input, helping recruiters save time, maintain consistency, and ensure effective communication across all stages of the hiring process.

Example Prompt (Candidate-Facing Emails): Write a friendly email inviting a candidate to a second-round interview for a UX Designer role. Include date options, video call details, and a short message about what to expect.

Example Prompt (Internal Communication with Hiring Managers): Draft a concise email to a hiring manager summarizing three shortlisted candidates for a Sales Director role, highlighting key strengths and interview availability.

Example Prompt (Client Communication for Agency Recruiters): Write a client update email summarizing the status of a search for a Head of Marketing position. Mention that 12 candidates were sourced, 5 were shortlisted, and 2 have been interviewed so far.

5) Updating “About Us” Page Copy

An effective "About Us" page is key to showcasing a company’s identity, building trust, and attracting top talent, yet many struggle with outdated, vague, or impersonal content that fails to resonate. ChatGPT helps recruiters and marketing teams quickly create or refresh this crucial content by generating engaging, brand-aligned narratives tailored to specific audiences and platforms. With just a few inputs, like values, team size, or unique traits, AI can produce polished copy in various tones for use across careers pages, pitch decks, or social media, ensuring consistency while adapting to different contexts.

Example Prompt: Rewrite the following 'About Us' section to sound more modern, engaging, and candidate-friendly. Highlight our mission to simplify hiring through AI, our collaborative team culture, and our presence in over 30 countries. Keep the tone warm, clear, and forward-looking.

6) Developing Narratives Around Recruitment Data

Recruitment metrics like time-to-hire, source of hire, and diversity rates offer valuable insights, but turning these numbers into clear, persuasive narratives is often a challenge. ChatGPT helps recruiters transform raw data into compelling stories by analyzing trends, highlighting key insights, and framing findings to support decisions and influence stakeholders. Whether for performance reports, diversity updates, or strategic proposals, AI can enhance clarity, impact, and storytelling around hiring data.

Example Prompt: Using the following recruitment metrics, write a 3-paragraph narrative summary highlighting key trends, what went well, and what can be improved. Metrics: average time-to-fill dropped from 42 to 31 days, offer acceptance rate increased by 15%, and candidate drop-off during final interviews rose by 10%.

7) Creating Boolean Search Strings

Creating effective Boolean search strings takes time and a degree of trial and error before you get the correct results. Recruiters using this advanced method of searching can sometimes lose a lot of valuable time and energy that would be better spent serving their clients and candidates. This is where this ChatGPT recruiting method comes into play. It helps recruiters generate precise search strings tailored to your recruitment needs. Simply provide details about the skills, experience, and education you're seeking, and ChatGPT will produce a custom Boolean search string that you can use on job boards or LinkedIn.

Example Prompt: Create a Boolean search string to find resumes of software engineers experienced in Java with at least 5 years of experience and a background in Agile methodologies.

8) Creating Psychometric and Training Assessments

Psychometric and training assessments are valuable for evaluating skills, traits, and cognitive abilities, but creating them from scratch is time-consuming and requires expertise. ChatGPT streamlines this process by generating customized, high-quality questions based on inputs like role type, competencies, and training goals. It supports a wide range of question formats, from multiple-choice to situational prompts, tailored to assess both soft and hard skills, helping recruiters and HR teams build more effective, engaging, and role-specific evaluations for hiring, onboarding, or internal development.

Example Prompts

Psychometric-Style Questions

Generate 5 situational judgment test questions to assess how a candidate would handle conflict in a team environment. Include 4 answer options and indicate the best choice.

Skill-Based Training Quizzes

Create a 10-question multiple-choice quiz to test basic knowledge of Excel functions like VLOOKUP, SUMIF, and pivot tables for a junior operations role.

Role-Fit Assessments

Design a personality questionnaire for a customer service role that measures empathy, patience, and stress tolerance using a Likert scale format.

Training Evaluation Questions

Write 5 post-training assessment questions to evaluate participants' understanding of GDPR compliance after a virtual workshop.

9) Crafting Engaging LinkedIn Posts

Executing a LinkedIn content strategy as a recruiter can be challenging due to the platform's vast competition and the overwhelming number of job postings that candidates encounter daily. They also often struggle to craft posts that not only effectively communicate their organization's values and unique culture but also capture the attention of potential candidates in a crowded feed. ChatGPT can simplify this process by helping recruiters create engaging and targeted posts that resonate with the right audience.

Example Prompt: Create a LinkedIn post about [topic]. Use relevant hashtags and follow the best practices for writing social media posts for LinkedIn in particular.

Using ChatGPT in Recruitment in 2025

Generating Boolean Search Strings, Job Descriptions, and Interview Questions

TopKnack (Boutique Recruiting Firm)

Jasmine Cheng, founder of TopKnack, leverages ChatGPT to streamline candidate sourcing and prep. Her ChatGPT recruiting prompt saves significant time while maintaining a human touch. She prompts ChatGPT to generate complex Boolean search strings that meet specific criteria (e.g. target industries, company size, location), drastically cutting down her sourcing time. Cheng also uses ChatGPT to produce initial job descriptions and to compile lists of interview questions for technical roles, which she then fine-tunes for her clients’ needs. This AI assistance saves her “at least 10 hours a week” without replacing the human element of her role.[4]

VIQU (IT Recruitment Agency, UK)

The UK-based recruiting firm VIQU has integrated ChatGPT into its workflow to improve efficiency and content quality. According to Managing Director Matt Collingwood, ChatGPT can draft polished job ads/descriptions based on the firm’s standard templates, resulting in far fewer client revisions and even higher candidate response rates to postings. VIQU’s team also relies on ChatGPT to create intricate Boolean search queries for talent sourcing – a big time-saver, especially for junior recruiters still learning manual Boolean logic. Additionally, many of VIQU’s clients have begun using ChatGPT-generated interview questions (tailored to the skills in a job spec) during their hiring process, finding those AI-crafted questions helpful in evaluating candidates’ technical competencies.[5]

Streamlining the Hiring Process and Reducing Time-to-Hire

Genpact uses ChatGPT-powered generative AI tools to enhance its recruitment services for clients by automating resume matching, candidate sourcing, job description writing, and interview preparation. This application of ChatGPT recruiting reduces time-to-hire and boosts efficiency. Its proprietary AI engine, IMatch, enables 40% of hires to go through a touchless process up to the interview stage, leading to a 15% increase in recruiter productivity and reducing average time-to-hire from 62 to 43 days. These tools help generate tailored job postings and automate candidate outreach, while AI-assisted interview support boosts placement quality, demonstrating how Genpact uses ChatGPT to scale efficiency and improve hiring outcomes for clients.[7]

Automating Job Description Writing, Candidate Assessments, and Psychometric Testing

Simplilearn has integrated generative AI tools, including ChatGPT, into its hiring process to streamline tasks like optimizing job descriptions, crafting proficiency assessments, and conducting psychometric tests. According to Chief Human Resources Officer Archana Krishna, this use of AI has significantly improved productivity and efficiency by automating routine work, allowing the HR team to focus on higher-value activities.[8]

Conclusion

ChatGPT recruiting is a powerful approach that saves time and enhances performance across hiring tasks. By using this AI-powered tool, you can generate quality content for various tasks, such as writing job descriptions, creating interview questions, and even conducting research on potential candidates. However, ChatGPT is not a replacement for human recruiters. It is a tool that requires careful use and supervision. You should always verify the accuracy of the AI-generated content, refine it with additional prompts and information, and avoid using it for making final decisions or inputting confidential data.

Frequently Asked Questions

Q: How does ChatGPT influence the candidate experience, and what measures can ensure it remains positive?

A: ChatGPT can significantly influence the candidate experience by streamlining communication, providing instantaneous responses to queries, and offering a consistent and objective interaction throughout the recruitment process. It can help candidates feel more engaged and informed, thereby enhancing their overall experience. However, to ensure this experience remains positive, it is crucial to implement measures such as maintaining transparency about when candidates are interacting with an AI versus a human, regularly updating the chatbot with the latest company policies and role-specific details, and ensuring the AI is programmed to recognize when a situation requires human intervention. Additionally, gathering feedback from candidates about their experience with ChatGPT can help in continuously refining and improving the tool to better meet their needs and expectations.

Q: How does ChatGPT help in developing compelling narratives around recruitment data and analytics?

A: ChatGPT assists in developing compelling narratives around recruitment data and analytics by transforming complex data sets into engaging and understandable stories. It can generate human-like text that helps contextualize data insights, illuminating patterns and trends in a way that's accessible to HR professionals and stakeholders. By doing so, ChatGPT enables the creation of narratives that not only present raw data but also highlight its implications on recruitment strategies and outcomes. This helps in making informed decisions, identifying bottlenecks, and showcasing successes. Moreover, ChatGPT can simulate candidate interactions or role-play scenarios that provide deeper insights into candidate experiences, making the data narratives more relatable and actionable for driving recruitment improvements.

Q: What measures can ensure that ChatGPT-generated content aligns with a company's diversity and inclusion goals?

A: To ensure that ChatGPT-generated content aligns with a company's diversity and inclusion goals, several measures can be implemented. First, it's crucial to fine-tune or customize the model using a diverse dataset that reflects a wide range of perspectives and experiences, highlighting voices from underrepresented groups. Additionally, organizations should establish clear guidelines and policies defining what diversity and inclusion mean for their specific context, which the model can be programmed to follow. Regular audits and evaluations of the generated content should be performed to identify any biases or inconsistencies, with teams dedicated to overseeing this aspect. Feedback loops involving diverse stakeholders can also help refine the model's outputs continually. Moreover, embedding an inclusive language filter can further ensure harmful stereotypes and biased narratives are avoided, fostering a respectful and inclusive communication framework across all touchpoints.

Q: What ethical considerations should be taken into account when integrating ChatGPT into recruitment processes?

A: Integrating ChatGPT into recruitment processes requires careful attention to several ethical considerations. One primary concern is ensuring fairness and impartiality in the selection process—it's crucial to prevent and mitigate any biases that the AI may inadvertently introduce, which could unfairly disadvantage certain groups based on race, gender, or other characteristics. Transparency is also essential; candidates should be informed when and how AI tools are being used in their recruitment process, promoting trust and understanding. Additionally, maintaining privacy and confidentiality is critical; sensitive personal data provided by candidates must be protected in compliance with data protection regulations like GDPR. Another ethical consideration is accountability, meaning that there should be clear guidelines about who is responsible for decisions made with AI assistance, ensuring there is always human oversight to address any potential errors or misjudgments made by the system. Finally, it's important to continuously evaluate and update the AI to improve its accuracy and effectiveness while minimizing risks, ensuring the recruitment process remains ethical and effective.

Q: How can feedback loops be established to improve ChatGPT's performance in recruitment tasks?

A: Establishing feedback loops to improve ChatGPT's performance in recruitment tasks involves several key steps. Firstly, implementing a system where recruiters can provide direct feedback on the relevance and accuracy of ChatGPT's output is crucial. This feedback should be collected systematically and analyzed to identify patterns or areas where the model frequently falls short. Additionally, incorporating continuous learning mechanisms, such as updating training datasets with recent and diverse recruitment scenarios, can help in refining the model's understanding of the domain. Regularly fine-tuning the model with insights gathered from user feedback ensures that its responses remain relevant and accurate. Furthermore, creating a test environment where ChatGPT can simulate recruitment tasks and assess outcomes against established benchmarks can aid in measuring improvements over time. Collaborating with recruitment professionals to co-develop datasets and validate outputs also enhances the feedback loop, ensuring that the model evolves in alignment with industry standards and expectations.

Citations

  1. Browser Cat
  2. HR Drive
  3. Hero Hunt
  4. Business Insider
  5. Tech Target
  6. Hero Hunt
  7. Times of India
  8. Times of India

Ann Schumann

As a former recruiter turned content writer, Ann specializes in creating engaging content. With a passion for the recruitment industry, she helps businesses streamline hiring and attract top talent using innovative solutions.

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Manatal has been at the core of our agency's expansion. Using it has greatly improved and simplified our recruitment processes. Incredibly easy and intuitive to use, customizable to a tee, and offers top-tier live support. Our recruiters love it. A must-have for all recruitment agencies. Definitely recommend!
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Talent Resources & Development Director - Charoen Pokphand Group
Manatal is the best ATS we worked with. Simplicity, efficiency and the latest technologies combined make it an indispensable tool for any large-scale HR team. Since its adoption, we've seen a huge increase across all our key recruitment metrics. To summarize. it is a must-have.
Ahmed Firdaus
Director - MRINetwork, Executive Search Firm
I've been using Manatal for the past couple of months and the platform is excellent, user-friendly and it has helped me a lot in my recruitment process, operation and database management. I'm very happy with their great support. Whenever I ask something they come back to me within minutes.
Dina Demajo
Senior Talent Acquisition - Manpower Group
Manpower has been using Manatal and we couldn't be happier as a team with the services this platform has provided. The application is extremely user-friendly and very well equipped with all the useful functions one would require for successful recruitment. The support team is also excellent with very fast response time.
Kevin Martin
Human Resources Manager - Oakwood
Manatal is a sophisticated, easy-to-use, mobile-friendly, and cloud-based applicant tracking system that helps companies achieve digitalization and seamless integration to LinkedIn and other job boards. The team at Manatal is very supportive, helpful, prompt in their replies and we were pleased to see that the support they offer exceeded our expectations.
Maxime Ferreira
International Director - JB Hired
Manatal has been at the core of our agency's expansion. Using it has greatly improved and simplified our recruitment processes. Incredibly easy and intuitive to use, customizable to a tee, and offers top-tier live support. Our recruiters love it. A must-have for all recruitment agencies. Definitely recommend!
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HR Manager, Talent Sourcing & Acquisition - Suntory PepsiCo Beverage
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