You're using AI for the wrong part of your job search
READ TIME: 6 MINUTES
It's 9:40 on a Tuesday night.
You have 16 tabs open. 3 job descriptions you found through the LinkedIn job board. A job tracking spreadsheet you stopped updating in week 2. And a Claude window where you just typed "rewrite my resume for this job."
You hit Easy Apply. Then you do it again.
You'd never work a sales territory this way.
You would research the account, find the decision maker, write a message worth answering, log the activity, and follow up until you get the meeting.
Today, your AI tool does the research, customizes the message, logs it in your CRM, and sets your reminders.
Your job search should run on the same motion.
Most people use AI to send more applications, faster. That's not a strategy. That's just volume.
The right move is to hand AI the research, the drafting, and the admin, so your hours go where offers come from: conversations with people who can hire you, refer you, or introduce you.
Here are 3 ways to start this week.
Set it up once
Give AI the same context you'd give a new SDR on day 1.
In Claude, create a Project and upload your resume, a PDF of your LinkedIn profile, your Ideal Job Opportunity™ Rubric, your Interview Workbook (your wins, numbers, and stories), and 2 to 3 job descriptions for your target role.
Before you upload anything, replace your name with your initials and delete your phone, email, and home address.
Then hold AI to 2 rules:
AI drafts. You decide. Nothing gets sent, submitted, or applied to until you've read it.
AI never invents. Every number, deal, and title comes from your materials. If it can't find something, it says so.
Rule 2 matters more than you think. Every line on your resume is fair game in an interview. The last thing you want is AI writing a story that didn't happen. Last week I found 2 of these on a client's resume. Neither deal happened. Both would have come up in round 1.
1. Build your Top 20 and go straight to the hiring manager
Every good territory plan starts with a prioritized list of target accounts.
Most people wait for a role to post, then apply alongside everyone else. Meanwhile, sales leaders are hiring in the background: someone resigns, someone misses plan, the team grows. A company with no open role today still belongs on your list.
This runs in 3 steps.
Step 1: Build the account list
Build my Top 20 Target Company List. Use my Ideal Job Opportunity™ Rubric as the filter.
Companies already on my mind: [list]
My past employers: [list]
Companies I competed against or partnered with: [list]
Research competitors of my past employers, integration partners of products I know, and lookalikes of the companies already on my mind. For each company, verify what it sells, who it sells to, its size or stage, and its remote policy. Cite a source for each.
Sort the list into 3 tiers: Tier 1, Dream 5. Tier 2, Active 10. Tier 3, Watch 5. Return a table with a rubric fit score (1 to 10) and why each company made the list.
Do not include a company you cannot verify. 15 verified companies beat 20 guesses.
Step 2: Find the hiring manager and your way in
First, download your LinkedIn connections: Settings → Data privacy → Get a copy of your data → Connections. The file usually arrives within a day. Upload it to your Project.
Then run this for each Tier 1 company:
Map the hiring team for [target title] roles on the [segment or region] team at [Company]. If there's an open role, here's the job description: [paste the link].
Using public sources, identify the likely hiring manager, their leader, and the recruiter who supports sales hiring. For each person, give me their name, title, LinkedIn URL, source, and your confidence (High, Medium, or Low) that they hold this role today.
Then search my LinkedIn connections file for everyone who currently works at [Company]. List each one with their name, title, and LinkedIn URL. Flag anyone in sales, sales leadership, or recruiting, and rank who is best positioned to refer me or introduce me to the hiring manager.
Never guess an email address. If you can't identify the hiring manager with confidence, tell me the exact title to search for on LinkedIn.
Confirm every name on LinkedIn before you reach out. Titles change fast. If you already know someone inside, start there. A warm intro beats a cold message every time.
Step 3: Write the outreach
The message depends on 1 question: is there an open role?
Open role → Apply on the company site, then message the hiring manager to put a face to your application.
No open role → Build the relationship before the role posts. You're not asking for a job. You're asking for a conversation.
Draft a LinkedIn message and an email to [Name, Title, Company].
Situation: [I applied for this role: link] OR [There's no open role. This company is on my Tier 1 list because: reason]
Open with something specific and recent about them or their company, and cite the source. Add 1 or 2 lines about me, including 1 real number from my resume or Interview Workbook. Close with 1 clear, low-pressure ask.
Keep the LinkedIn message under 100 words. Keep the email under 150 words and include a subject line. Give me 2 versions of each: 1 direct, 1 warmer.
Write it the way you'd write to a prospect: them, them, them, then you.
2. Run a Fit Check before every application
You find out the role is hybrid 3 days a week on the recruiter screen. 2 weeks after you applied. The answer was in the job description the whole time.
The Fit Check gives you a go or no-go in 2 minutes, before you spend an hour on the application.
Run a Fit Check on this role: [paste the job description]
Score it against my Ideal Job Opportunity™ Rubric:
Non-negotiables: mark each one Pass, Fail, or Unknown. Copy the sentence from the job description that proves it, so I can check your work.
An overall fit score out of 100, weighted by my rubric priorities.
Comp: the posted base and OTE. If nothing is posted, write "Not disclosed." Do not estimate.
Red flags, plus the questions I should ask the recruiter.
My 3 strongest proof points for this role, from my resume and Interview Workbook.
Recommendation: Apply now, Get a referral first, or Pass.
Pass if it fails any non-negotiable.
Get a referral first if it passes, the posting is less than 2 weeks old, and I have a connection there or the company is on my Top 20 list.
Apply now if it passes but I have no way in, or the posting is more than 2 weeks old.
Here's what to do with the answer:
Pass → Move on. Don't spend the time.
Get a referral first → Find a peer or the hiring manager and reach out before you apply, while a referral is still possible.
Apply now → Apply on the company site, not Easy Apply. Then use Steps 2 and 3 from #1 to reach the hiring manager.
Every "Unknown" becomes a question for your recruiter screen. You walk in knowing exactly what you need to find out.
3. Skip the prompt. Record a skill.
This one I love.
Prompts work. But you still have to find the prompt, paste it, and fill in the brackets every time.
Now you can skip that. Instead of writing instructions, you show Claude the task once and talk it through out loud. Claude turns the recording into a skill it runs every time after.
It's the difference between handing a new rep a script and letting them shadow you on a call.
Here's what that looks like with your job search tracker. You'll need a paid Claude plan and the Claude desktop app.
Open your job search tracker in your browser.
In the Claude desktop app, click the + button, choose Record a skill, then click Start recording.
Add 1 new application to your tracker and narrate each step out loud: "Add a new row. Fill in the company and job title. Set the source to Referral, Recruiter, Target Company Outreach, or Job Board. Set the status to Applied with today's date. If you don't know a field, leave it blank. Don't guess."
Click Done. Claude writes up the steps as a skill. Read it, fix anything it got wrong, and save it.
From then on, type "New application:" plus the job description link, and Claude updates the tracker for you.
Anything you do the same way every time is a candidate: logging a new network contact, updating a role after an interview, adding a company to your Top 20.
I learned how to do this from Eliot Prince's video. Watch it before you record your first one.
AI is your SDR. You're still the closer.
The prompts are the easy part.
AI can build the account list, screen the role, draft the message, and update your tracker. It can't get on the call and make a hiring manager want to work with you.
That part is still yours.
Good news: it's the part you already do for a living.
Hit reply and tell me: which of these 3 are you trying in your search this week? I read every response.
To clarity and confidence in your career path,
Amanda
See you next Sunday.
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