
AI+ Recruiters
Source, Screen and Hire Smarter with AI
Hire faster. Hire fairer. Defend every decision.
You're handling 20 open roles, response rates are falling, and the bias risks in AI screening keep you up at night. The tension is that the tools making you faster are also the ones creating fairness exposure. This book gives recruiters the Recruiter Prompt Toolkit (35 prompts across the hiring lifecycle), a Screening Bias Audit, and practical AI compliance guidance. Built by an AI engineering firm for recruiters who know the right person in the right role changes everything.
- 35 ready-made, market-tested prompts: job descriptions, sourcing, screening, interview questions, assessment rubrics, candidate communications
- The Recruitment Task-AI Map — readiness levels for every stage from requisition to onboard handover
- A Screening Bias Audit — 10 questions to apply before any AI-generated shortlist becomes a hiring decision
- A sourcing personalisation discipline that lifts response rates from 8% to 22% by making AI more personal, not less
- A 30-day plan for in-house recruiters, agency desks, and TA managers leading a team
Any professional whose primary role is finding, evaluating, and hiring talent. This includes: in-house recruiters, talent acquisition specialists, talent acquisition managers, recruitment coordinators, sourcing specialists, and HR professionals with a recruitment-heavy portfolio. They work across the full recruitment lifecycle: defining requirements, writing job specifications, sourcing candidates, screening applications, coordinating assessments, managing interviews, extending offers, and handling rejection communications. They may recruit for a single organisation (in-house) or across multiple clients (agency). Typically handling 10–40 open roles simultaneously, with constant pressure to fill positions faster without sacrificing quality. 2–15 years in recruitment.
Also for:Agency recruiters and headhunters; hiring managers who play an active role in recruitment; HR generalists whose workload is heavily recruitment-weighted; talent acquisition leaders wanting operational detail before reading T2-75; career changers entering recruitment.
- Apply AI to every stage of the recruitment lifecycle — from employer branding and sourcing through screening, assessment, and offer — with measurable improvements in quality, speed, and candidate experience
- Write effective prompts (PRISM) for at least eight recruitment tasks: job descriptions, sourcing outreach, screening criteria, interview questions, assessment rubrics, candidate summaries, offer communications, and rejection responses
- Detect and mitigate bias in AI-assisted recruitment at every stage — sourcing, screening, shortlisting, and assessment — using structured fairness checks
- Evaluate AI-generated recruitment content for accuracy, inclusivity, legal compliance, and brand alignment using the TRUST framework
- Design AI-assisted recruitment workflows that reduce time-to-hire while improving quality-of-hire and candidate experience metrics
- Diagnostic
- How AI-Ready Is Your Recruitment Practice?
- Chapter 1
- AI in Recruitment Right Now
- Chapter 2
- What AI Can (and Cannot) Do in Recruitment
- Chapter 3
- How to Prompt AI for Recruitment
- Chapter 4
- AI for Sourcing and Employer Branding
- Chapter 5
- AI for Screening and Shortlisting
- Chapter 6
- AI for Interviews and Assessment
- Chapter 7
- AI for Candidate Experience and Communication
- Chapter 8
- AI for Recruitment Analytics and Reporting
- Chapter 9
- Bias, Fairness and Ethics in AI Recruitment
- Chapter 10
- Your 30-Day Recruitment AI Starter Plan
- Back matter
- Skill Summary · Recommended Next Reads · Glossary · Tool Reference
Built by an AI engineering firm — for recruiters who know the right person in the right role changes everything.
Often packaged with this title.
T2-20 · Job RolesAI+ HR Professionals
T2-75 · Job RolesAI+ HR Leaders
T2-82 · Job RolesAI+ L&D Professionals
T3-19 · Job SkillsAI+ for Instructional Design
T3-108 · Job SkillsAI+ for Technical Skills Gap Analysis
T3-39 · Job SkillsAI+ for Change Management
T3-61 · Job SkillsAI+ for People Management
T3-62 · Job SkillsAI+ for Feedback and Performance
