AI isn’t just for early adopters anymore. It’s a powerful partner for every recruiter and sales professional. It offers the opportunity to work smarter, connect deeper with candidates, and truly bring value to your clients. Whether you are a seasoned, tech-savvy, AI-wielding wizard, or someone who has been on the sidelines hearing about the possibilities without trying it yourself there is something here for you.
If you are new to building and using advanced prompts, it is recommended that you read this introduction.
If you want to go directly to the Playbooks click this link and jump straight in!
Foundational Principles
Before diving into the specific plays, it’s important to understand the thinking behind them. These guides provide the foundational knowledge for choosing your tools, crafting your own prompts, and operating with professional integrity.
Choosing Your AI Partner
Before you can craft, you must choose your tools. The AI landscape is full of powerful options, and the best partner is the one that aligns with your personal workflow and your team’s existing ecosystem. This guide provides a simple framework for making that choice with clarity.
The Integrated Partners: Gemini & Microsoft CoPilot
The Idea: These tools are designed to live where you work. They are woven directly into the Google Workspace and Microsoft 365 ecosystems.
Choose these if: Your workflow has a clear center of gravity. If your team runs on Gmail, Google Docs, and Google Meet, Gemini provides a seamless, integrated experience. If you live in Outlook, Teams, and Word, CoPIlot is your most natural fit. The primary advantage is reducing friction by bringing the AI directly into your existing documents, emails, and meetings.
The Versatile Powerhouses: ChatGPT & Claude
The Idea: These are powerful, standalone “studios” for your AI work. They offer a clean, focused environment dedicated to conversation and content generation.
Choose these if: You prefer a dedicated space for your AI tasks, separate from your email or documents. Claude and ChatGPT are the specialists, often excelling at creative writing, complex problem-solving, and deep analysis. They are the right choice when you want a flexible tool that isn’t tied to a specific office suite.
The Research Specialist: Perplexity
The Idea: Perplexity is designed for one job: answering questions with verifiable, cited sources.
Choose this if: Your primary need is fast, accurate, and trustworthy research. Think of it as a super-powered research assistant, not all all-purpose creative partner. It’s the sharpest tool for pre-meeting prep and market intelligence gathering.
The best tool is the one that fits your rhythm. Start with one, learn its texture and nuances, and there explore others as your needs evolve. You will probably end up using more than one, if not many, of these tools together. Other highly popular models include: Deepseek, Mistral, and Grok.
The Art of Prompt Engineering for Recruiters and Sellers
This is the art behind the science of the tool. Great prompts, like great conversations, are designed with intention. They have a. clear purpose, a steady rhythm, and a thoughtful structure. Here, we unlock the four simple principles we used to build every prompt in this toolkit.
1. Curate the Expert (Assign the ROLE)
A prompt is a conversation. Before you ask for anything, decide who you want to talk to. By assigning the AI a specific role–like a Market Analyst or a Candidate Experience Manager you invite a focused expert into the space. This single step instantly elevates the quality and relevance of the entire conversation.
2. Set the Intention (Define the GOAL)
Clarity sparks momentum. After you’ve chosen your expert, state your objective in a single, confident sentence. A clear goal acts as a blueprint for the AI. It ensures every word the model generates is aligned with the specific outcome you want to create.
3. Provide the Canvas (Structure the INPUTS)
Every creation needs raw materials. When you provide information to the AI, organize it with clear, simple headings. This gives the AI a clean, structured canvas to work from. It ensures all critical details are considered and separates your information and inputs–the variables that will probably change each time you run your prompt–from your instructions.
4. Design the Output (Craft the INSTRUCTIONS)
The final step is to design the finished product. Provide a clear template, a set of rules, or a list of steps for the AI to follow when it generates its response. This gives the AI the structure it needs to deliver a polished, professional, and consistently useful result every time.
Important to Remember!
If the response you receive isn’t what you want or expect, try again — it may take a few tries before your design a prompt that consistently gives you what you want. Also, don’t be afraid to experiment, or come back and refine your prompt after you’ve been using it for awhile and have learned more.
Ethical AI & Responsible Recruiting
The prompts in this playbook are powerful, but a tool is only as good as the person who wields it. This chapter isn’t a list of rules; it’s a framework for using AI with the same care professionalism, and human warmth that defines your work. It’s about building trust, one interaction at a time.
You are the Human in the Loop
An AI can generate a draft, but you must be the final editor. It can suggest a path, but you are the one on the trail. Every piece of content, every message, and every decision must pass through your expert filter. The AI is a powerful assistant, but you are always accountable for the final product and the relationship you are building.
Guard Confidential Information
Trust is your most valuable asset. The personal and professional data of your candidates and clients is confidential and must be treated with the utmost care. Treat public AI models like a public space: never input sensitive, private, or personally identifiable information. This protects your candidates, your clients, and your personal integrity.
Mitigate Bias by Designing for Fairness
AI models learn from the vast expanse of human language, which naturally includes its imperfections and biases. It is your responsibility to review AI-generated content for fairness, inclusivity, and respect. You are the steady hand that ensure the language you use aligns with the positive and inclusive cultures you help to build for your clients, and that the best candidates are never overlooked.
Practice Transparency, and Don’t Lose Your Voice
Your expertise is your value. Use AI to accelerate your work, not replace your voice. Be honest with yourself and your partners about how you use these tools to create better, faster, results. True professionals use every tool at their disposal, and they do so with integrity.
Putting Principles into Practice: Inclusivity Modifiers
Think of these as lenses you can add to your prompts. They help the AI review its own work with a specific focus on inclusive language and objective assessment.
Inclusivity Modifier for Job Descriptions
(Copy and paste this into the [EXECUTION INSTRUCTIONS] of a job description prompt
**Inclusivity & Bias Review:**
Before finalizing the text, please perform an inclusivity review based on the following principles:
* **Neutralize Coded Language:** Scan for and replace overly masculine or "bro-culture" words (e.g., "rockstar," "ninja," "dominate," "crush it"). Replace them with skill-focused, neutral alternatives (e.g., "expert," "skilled," "lead," "achieve").
* **Focus on Core Competencies:** Ensure the "Requirements" section prioritizes essential skills and outcomes over a rigid list of credentials or years of experience that might unintentionally exclude qualified candidates from non-traditional backgrounds.
* **Check for Ableist Language:** Review for and remove metaphors that may be ableist (e.g., "it's a crazy environment," "standing on its own two feet") and replace them with more direct, professional language.Objectivity Modifier for Candidate Assessments
(Copy and paste this into the [EXECUTION INSTRUCTIONS] of a candidate summary prompt.)
**Objectivity & Bias Review:**
Before finalizing the text, please perform an objectivity review on the candidate summary:
* **Focus on Evidence, Not Emotion:** Ensure the summary is based on objective, evidence-based observations from the candidate's resume and interview.
* **Remove Subjective Language:** Scan for and remove or rephrase subjective, personality-based assessments that could carry unconscious bias (e.g., "he's a real go-getter," "she has a very pleasant and bubbly personality").
* **Align to the Role:** Confirm that the summary focuses exclusively on the candidate's skills, accomplishments, and direct experience as they relate to the specific requirements of the job.
The Playbooks
Volume 1: The Agency Recruiter’s AI Prompt Playbook
