Career & job search strategy
Define your target role, build an Evidence Ledger of real achievements, and plan realistic weekly targets.
The AI Job Search System · by Spokn
Stop applying randomly.
Start using a system.
An AI-powered 30-day job search system for better applications, stronger interview preparation, and a more organised path from job search to offer.
$24 one-time Instant digital access Use it with your own AI assistant
- 32 chapters
- 215 AI prompts
- 15 worksheets
- 1 job tracker
SPOKN
THE AI
JOB SEARCH
SYSTEM
JOB SEARCH
SYSTEM
A practical 30-day system to find better jobs, tailor your applications, prepare for interviews, and negotiate your offer with AI
Guide · Prompts · Worksheets · Tracker
Prompt Library · E-06
Tailoring Truth Check
Compare my base resume/CV (A) with my tailored version (B). List every claim in B that is new or changed… status: Supported / Stretched / Not found.
Worksheet 5 · Match Map
Advanced ExcelStrong
SQL queryingSome
Presenting insightsSome
Dashboard toolsNot yet
Job Application Tracker
RoleTierStatus
Data AnalystAInterview
Research AnalystBApplied
BI AssociateBFollow up
Mock interview score
The problem
Job searching gets messy fast.
Most job searches don't fail for lack of effort. They stall because the effort goes into the wrong places, one improvised application at a time.
Sending the same application everywhere
One resume/CV and a generic cover letter, sent to roles that want different things.
Rewriting your resume from scratch, again
Every new posting starts a fresh rewrite instead of a quick, planned adjustment.
Guessing what employers actually want
Long job descriptions, unclear must-haves, and no clear way to judge your fit.
Interviews that feel unprepared
Stories that ramble, answers that miss the question, and no honest practice.
Losing track of applications
Missed follow-ups, forgotten contacts, and no idea which efforts are working.
Generic networking messages
Messages that ask for too much, say too little, and rarely get a reply.
Using AI without a method
Random prompts produce generic, robotic drafts, and sometimes claims that aren't true. AI helps most when it follows a system and works from your real evidence.
The solution
One system. Your entire job search.
Nine stages, in order. Each one has a chapter, ready-to-use prompts, and a clear output you can check before moving on, so every step builds on the one before.
Draft → Verify → Personalise.
AI drafts. You check every fact against your own evidence. Then you make it sound like you.
Get the System
- 01
Target role
Choose a realistic target and collect the evidence behind it.
Output: Target Role Statement · Evidence Ledger - 02
Find better jobs
Map job titles, set up searches, and triage postings quickly.
Output: search strategy · shortlist - 03
Analyse job descriptions
Decode requirements and rate your fit honestly, requirement by requirement.
Output: Match Map · Apply / Adapt / Skip - 04
Tailor your resume/CV
Plan changes first, redraft only what matters, then run a Truth Check.
Output: tailored resume/CV, every claim verified - 05
Write applications
Outline-first cover letters and reusable answers for application forms.
Output: cover letter · answer bank - 06
Prepare for interviews
Build true STAR stories, practise aloud, and run scored mock interviews.
Output: Story Bank · mock interview scores - 07
Follow up
Timely, specific follow-ups and a tracker that shows what's working.
Output: follow-up messages · weekly review - 08
Evaluate offers
Compare base pay, variable pay, benefits, growth and conditions side by side.
Output: offer comparison · questions to clarify - 09
Negotiate
Research your range, prepare your evidence, and ask with confidence.
Output: counteroffer · written confirmation
What's inside
Everything you need to run a smarter job search.
A 32-chapter guide, each chapter with a method, worked examples, prompts, common mistakes and a checklist.
Job description analysis
Turn any posting into clear requirements, the likely business problem, and a Match Map of your evidence.
Resume/CV tailoring
Rewrite duties as achievements, tailor by tier, align keywords truthfully, and check every claim.
LinkedIn & profile optimisation
Accurate headlines, an evidence-based About section, and a personal brand that matches your resume/CV.
Networking & recruiter outreach
Short, specific messages to recruiters and contacts, referral requests, and polite follow-ups.
Interview preparation
Likely themes, STAR stories, behavioural and role-specific practice, and company-specific prep.
AI mock interviews
Set up an AI interviewer, score answers on a five-criterion rubric, and fix your weakest answers.
Offer & negotiation preparation
Evaluate offers, research pay without guesswork, and use negotiation scripts for each stage.
30-day job search system
A day-by-day plan, a daily and weekly workflow, and a simple way to measure and improve.
What you get
A complete, ready-to-use toolkit.
Every file is a practical tool you'll use during your search, not filler. Labels show which package includes each item.
The AI Job Search System
32 chapters in seven parts, plus the Master Job Search Assistant Prompt and a regional differences guide for job seekers in any country.
- IBuild your job search foundation
- IIFind better jobs
- IIIBuild stronger applications
- IVGet responses
- VWin the interview
- VIHandle the offer
- VIIThe 30-day AI job search system
215 AI prompts
Each with what it does, when to use it, what to paste in, and an example output.
CORE · COMPLETE15 printable worksheets
Match Map, STAR Story Builder, Offer Comparison and more. A4 and US Letter.
CORE · COMPLETEJob Application Tracker
Spreadsheet with dropdowns, a dashboard of responses by tier and source, and a weekly review tab.
CORE · COMPLETEInterview Preparation Checklist
One page from "interview booked" to "thank-you sent".
CORE · COMPLETEResume/CV Quality Checklist
A five-minute final check before you send any application.
All packages30-Day Job Search Calendar
The whole plan on one page, ready to print and pin up.
All packagesAdded in the Complete package
Ready-to-use scripts and quick-use tools, plus an editable Word workbook.
50 Resume Prompts
One-line micro-prompts for specific resume/CV edits.
COMPLETE30 Interview Prompts
Quick-reference cards for the last 48 hours before an interview.
COMPLETE20 Recruiter & Networking Scripts
Fill-in-the-blank messages for recruiters, contacts and referrals.
COMPLETE10 Salary Negotiation Scripts
Copy-ready wording for each stage of an offer conversation.
COMPLETELook inside
Real pages from the system.
Excerpts from the guide, prompt library, workbook and tracker. Names in the examples are fictional.
Chapter 6 · Analyse Job Descriptions With AIExample (fictional)
Amara's Match Map: Junior Data Analyst posting
| Requirement | Type | My evidence | Level | How I will address it |
|---|---|---|---|---|
| Advanced Excel (pivot tables, lookups) | Required | #5 Society budget model | Strong evidence | Lead bullet in projects section |
| SQL for querying data | Required | #3 Food-price project; multi-table queries | Some evidence | Name the specific queries in my bullet |
| Presenting insights to non-technical teams | Implied | #4 Presented findings to the society committee | Some evidence | Use as cover letter example |
| Dashboard tool experience | Preferred | None | Not yet demonstrated | Build one dashboard from project data; list it only once finished |
| 1–2 years' experience | Preferred | Projects only | Limited evidence | Consider in Chapter 7 |
The Match Map deliberately has no overall percentage. Read the pattern instead: how your required items are rated, and whether any gap is a true dealbreaker.
Chapter 10 · Tailor Your Resume/CV to a Specific JobThe workflow
Tailor by tier, then verify every claim
- Build the Match Map for the posting (D-02).
- Get a change plan, not a rewrite: what to lead with, what to swap, which terms you can truthfully adopt (E-04).
- Match depth to tier: Tier C, summary and skills order (about 10 minutes). Tier B, plus your top three to five bullets (about 30 minutes). Tier A, full tailoring (about 60 minutes).
- Edit only the sections in the plan. Redraft specific bullets and the summary, not the whole document.
- Run the Tailoring Truth Check (E-06). Every new or changed claim must trace to your Evidence Ledger.
Match Map → change plan → approved edits → Truth Check → five-pass human edit → send.
Prompt Library · Category EE-06
E-06 · Tailoring Truth Check
What it does: Lists every new or changed claim between your base and tailored versions, with its supporting evidence.
When to use it: Before sending any tailored resume/CV.
Compare my base resume/CV (A) with my tailored version (B).
List every claim in B that is new or changed: skills, tools, results, numbers, scope, seniority, and titles.
For each: the claim | the matching Evidence Ledger entry (quote it) | status: Supported / Stretched / Not found.
List "Stretched" and "Not found" first.
A: [paste]
B: [paste]
Evidence Ledger: [paste]You provide: Both versions and your ledger.
Workbook · Worksheet 9About 15 minutes per story
STAR Story Builder
| Part | Target share | My notes |
|---|---|---|
| Situation: where and when (1–2 sentences) | about 10% | |
| Task: my responsibility and what was at stake | about 10% | |
| Action: what I did, step by step, and why | about 60% | |
| Result: what changed (numbers only if I know them) | about 15% | |
| Reflection: what I learned or now do differently | about 5% | |
| Spoken length (timed) | 90–120 seconds |
Quality check: "I" for my actions throughout · Action is the longest part · The result is true and explainable · Other people are described fairly.
Bonus · Job Application Tracker (spreadsheet)Sample rows (fictional)
Applications tab
| Company | Role | Source | Tier | Status | Follow-up date | Next action |
|---|---|---|---|---|---|---|
| Northwind Analytics | Junior Data Analyst | Referral | A | Interview | Fri | Prepare Story Bank |
| Harbour Health | Research Analyst | Job board | B | Applied | Next Tue | Follow up with recruiter |
| Lumen Retail | BI Associate | Company site | B | Follow up | Today | Send status check |
| Kestrel Labs | Data Assistant | Recruiter | C | Closed | — | Ask for feedback |
Six tabs: Start Here, Applications, Networking, Dashboard (responses, interviews and offers by tier and by source), Weekly Review and Lists. Opens in Excel and imports into Google Sheets.
Chapter 31 · The 30-Day Action PlanWeek 1 — Foundation
One task a day, with the prompts to use
| Day | Task | Effort | Prompts | Expected output |
|---|---|---|---|---|
| 1 | Define your target role | 45 min | A-01, A-02, A-03 | Target Role Statement |
| 2 | Build your Evidence Ledger, part 1 | 75 min | B-01 | 10 ledger entries |
| 3 | Complete and check your ledger | 60 min | B-01, B-02, B-03 | 15–25 checked entries |
| 4 | Write your search strategy | 40 min | C-01, W-01 | One-page strategy and schedule |
| 5 | Build your Voice Profile and workspace | 60 min | Y-01, W-02 | Job Search Brief and folders |
| 6 | Set up job sourcing | 45 min | C-02, C-03, C-04 | Saved searches, alerts, target list |
| 7 | Light day: first scan | 20 min | C-05 | Shortlist of 5–10 roles |
How it works
From overwhelmed to organised.
- 01
Choose your target role
Pick a realistic target and write it down in one clear statement.
- 02
Feed in your real experience
Give the AI your Evidence Ledger and the job description, not guesses.
- 03
Use AI to prepare and personalise
Run the prompts to draft, analyse and practise. Then edit everything into your own words.
- 04
Follow the 30-day plan
One task a day, a weekly review, and a tracker that shows what to change.
You stay in control. AI produces drafts and suggestions. You review and verify everything before it goes to an employer.
Built on honesty
AI should sound like you.
Recruiters see a lot of generic, AI-written applications. This system is designed to avoid that: every workflow starts from your real achievements and ends with your own review.
- Keep applications truthful. Truth Check prompts flag any claim your evidence doesn't support.
- Preserve your voice. A Voice Profile of your own writing guides every draft.
- Use real achievements. An Evidence Ledger with proof for each result, and honest options when you don't have a number.
- Remove robotic language. A "never use" list and prompts that strip buzzwords.
- Review AI output. A five-pass human edit before anything leaves your hands.
- Avoid fabricated claims. Prompts are written to ask you for missing facts, never to invent them.
Who it's for
Built for job seekers worldwide.
Written in plain international English, with notes on where hiring norms differ between countries.
Recent graduates
Turn projects, coursework and part-time work into evidence employers recognise.
Career changers
Translate transferable skills into your new field's language, truthfully.
Remote job seekers
Check eligibility early and target roles you can actually take from where you live.
Mid-career professionals
Show scope and seniority clearly, and prepare for tougher interview loops.
Recently laid-off professionals
Get organised quickly with a plan, a tracker, and clear daily tasks.
People returning to work
Explain a career break plainly and lead with the experience you have.
The 30-day plan
30 days. One repeatable system.
Each day has one task, a time estimate, the prompts to use and the output to finish. Light days are built in.
- Week 1
Foundation + target roles
Target role, Evidence Ledger, search strategy, Voice Profile, job sourcing.
Days 1–7 - Week 2
Resume/CV + applications
Base resume/CV, job analysis, your first Tier A application, professional profile.
Days 8–14 - Week 3
Networking + interview preparation
Network map, recruiters, referrals, answer bank, Story Bank, first weekly review.
Days 15–21 - Week 4
Interviews + follow-up + offer preparation
Behavioural and role-specific practice, mock interviews, repairs, salary research.
Days 22–28 - Days 29–30
Review and reset
A second mock interview, a 30-day review, and your plan for the next 30 days.
Pricing
Choose your package.
One-time payment. No subscription. Instant access to your files after checkout.
Starter
Start using AI in your job search today.
$9one-time
- The Master Job Search Assistant Prompt
- 40 essential prompts, one set for each stage
- 30-Day Job Search Calendar
- Resume/CV Quality Checklist
Core
The complete system for running your whole job search.
$24one-time
- The AI Job Search System guide (32 chapters)
- All 215 prompts, with examples
- The Master Job Search Assistant Prompt
- 15 printable worksheets (A4 and US Letter)
- Job Application Tracker spreadsheet
- Interview Preparation Checklist
- Resume/CV Quality Checklist
- 30-Day Job Search Calendar
Complete
Everything in Core, plus ready-to-use scripts and quick-use tools.
$39one-time
- Everything in Core
- 50 Resume Prompts
- 30 Interview Prompts
- 20 Recruiter & Networking Scripts
- 10 Salary Negotiation Scripts
- Editable workbook (Word format)
Secure checkout by Gumroad. Prices in US dollars; Gumroad may show your local currency and add sales tax or VAT where it applies.
- The AI Job Search System32-chapter guide
- AI Prompt Library215 prompts
- Master Job Search Assistant PromptAppendix A
- Resume/CV toolkitChapters 9–10 · worksheets 6–7
- Interview toolkitChapters 19–25 · Story Bank · rubric
- Networking and outreach templatesChapters 14–17
- Job Application TrackerSpreadsheet
- 30-Day CalendarOne page
- ChecklistsInterview prep · Resume/CV quality
Why you can buy with confidence
- Instant digital access
- One-time purchase
- Practical templates and workflows
- Global job-search guidance
- Works with popular AI assistants
- No fabricated application advice
- Human review encouraged
No product can promise you a job, an interview or a higher salary, and this one doesn't. It gives you a clear method and practical tools to run a better search.
FAQ
Questions, answered honestly.
Is this for beginners?
Yes. You don't need any experience with AI. Every prompt is copy-and-paste, with notes on what to fill in, and the 30-day plan tells you what to do each day.
Does it work outside the US?
Yes. It's written for job seekers in any country, using both "resume" and "CV". A regional differences guide covers what changes between countries (length, photos, personal details, references, notice periods) and what to check with local sources.
Does it work with ChatGPT?
Yes. The prompts are plain text and work with ChatGPT and other general-purpose AI assistants.
Does it work with Claude?
Yes. The prompts work the same way in Claude, Gemini, Copilot and similar assistants. Some prompts note when a tool with web access helps.
Do I need paid AI software?
No. The prompts work with free versions of popular AI assistants. Free plans may limit how much text you can paste or how many messages you can send, so long documents may need to be split up.
Is this a course?
No. There are no videos or lessons to watch. It's a practical guide with tools you use during your actual job search.
Is this an ebook?
The core is an ebook: a 32-chapter guide. It comes with a prompt library, printable worksheets, a spreadsheet tracker and checklists, depending on the package you choose.
What exactly do I receive?
Starter: the Master Prompt, 40 essential prompts, the 30-day calendar and the resume/CV checklist. Core: the full guide, all 215 prompts, 15 worksheets, the tracker spreadsheet and both checklists. Complete: everything in Core plus four script and prompt bonuses and an editable Word workbook.
How is the product delivered?
Through Gumroad. After checkout you get immediate access to download the files, and Gumroad also emails you a link to them.
Can I use it for career changes?
Yes. Career changers are covered throughout, with prompts for translating transferable skills, bridge projects, and structuring a career-change resume/CV.
Can I use it for remote jobs?
Yes. The system helps you check where you're legally able to work, target remote-friendly roles, and prepare for video interviews.
Does this guarantee a job?
No. Nobody can honestly guarantee a job, an interview or a salary. Hiring depends on the market, the employer and many things outside your control. This system helps you organise your search, prepare better applications and practise more effectively.
Can I use the prompts with different AI tools?
Yes. The prompts don't rely on any one product's special features. You can move between tools and keep using the same prompts.
Will employers know I used AI?
The system is built so your applications sound like you: drafts start from your real evidence, and you rewrite them in your own voice. Follow each employer's rules on AI use, and never use AI during a live interview or assessment unless it's explicitly allowed.
Your next application doesn't need to start from scratch.
Build a repeatable job-search system and let AI handle more of the busywork, while you stay in control.
Get the AI Job Search System