Use Gemini as a job-search co-worker after a layoff: resume, cover letters, outreach and interview prep

Posted

Feb 5, 2026 by Jeff Palen (LinkedIn)

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Last checked

Oct 17, 2026

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Method:

How we verify

Evidence: Described by posterThe person describes what happened in words, without screenshots or video.

Context: No job outcome reported yet.

Outcome

The day his role was eliminated, a poster started using Gemini as a full-time job-search co-worker. Over three weeks and more than 40 hours, he says it helped him optimise his LinkedIn profile, update his resume, write custom cover letters, networking messages and recruiter follow-ups, and prepare for interviews. He reviews and challenges everything it produces.

Agent

Gemini

The source didn't share its exact prompt, so we wrote this from what it describes.

Let's work this out together. I'll tell you what I know, you suggest options and ask what you need, and we'll narrow it down step by step. Nothing gets booked, bought or sent until I say so.

Goal: Let's run my job search together: profile, resume, applications, outreach and interview prep.

What I'll share as we go:
- My resume and LinkedIn profile
- Roles and companies I'm targeting
- What happened with my last role (how I want to describe it)

Rules:
- Use only my real experience; ask before adding anything.
- Tailor each cover letter and message to the specific role and person.
- Keep a simple tracker of applications and follow-up dates.
- Prepare likely interview questions with my own examples.
- If a site asks for a login, a CAPTCHA or payment details, stop and hand control back to me.
- Ask for my OK before you pay, book, send, submit or cancel anything.
- Check facts that can change (prices, opening hours, dates, availability, rules) against the official source, and tell me anything you couldn't verify.

Output: An updated profile and resume, templates, a tracker and interview prep notes.

You'll know it worked when: I send tailored applications every week and follow up on time.

Let's work this out together. I'll tell you what I know, you suggest options and ask what you need, and we'll narrow it down step by step. Nothing gets booked, bought or sent until I say so.

Goal: Let's run my job search together: profile, resume, applications, outreach and interview prep.

What I'll share as we go:
- My resume and LinkedIn profile
- Roles and companies I'm targeting
- What happened with my last role (how I want to describe it)

Rules:
- Use only my real experience; ask before adding anything.
- Tailor each cover letter and message to the specific role and person.
- Keep a simple tracker of applications and follow-up dates.
- Prepare likely interview questions with my own examples.
- If a site asks for a login, a CAPTCHA or payment details, stop and hand control back to me.
- Ask for my OK before you pay, book, send, submit or cancel anything.
- Check facts that can change (prices, opening hours, dates, availability, rules) against the official source, and tell me anything you couldn't verify.
- Review every message before sending so it sounds like you.

Output: An updated profile and resume, templates, a tracker and interview prep notes.

You'll know it worked when: I send tailored applications every week and follow up on time.

Before you finish: re-read my goal and constraints, check your answer against each one, and list anything you assumed or couldn't confirm.

Source

https://www.linkedin.com/posts/jeffpalen_the-day-my-role-was-eliminated-i-told-google-activity-7425206642947850240-NxRA