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Should You Use ChatGPT for Job Descriptions? Only If You Do This

Written by Mike Voories | Nov 21, 2025 11:33:54 AM

Can AI improve your job ads? Yes! But most companies are getting it completely wrong.

You’ve probably noticed it: job descriptions on the internet are starting to sound suspiciously similar.
“Dynamic environment…”
“Passionate team…”
“Collaborative culture…”
“Competitive pay…”

It’s the AI effect. Tools like ChatGPT are now used by everybody to create job descriptions and job ads. And honestly? That’s not a bad thing. AI isn’t the problem.

The problem is how people are using it.

Ask ChatGPT, “Write me a job description for a Landscape Designer,” and what do you get?

A beautifully formatted, grammatically perfect, vanilla paragraph salad that could belong to any company in America.

Does it sound good? Sure.
Does it attract better candidates? Nope.
Does it filter for your ideal fit? Not even close.

AI can be an incredible asset for hiring. But if you want it to actually work, you need to stop delegating your thinking to the tool. Instead, use the tool to amplify your thinking.

Let’s talk about how to do that.

 

 

 

 

 

The Big Mistake: Using AI to Create Generic Job Descriptions

When HR teams first started experimenting with AI, this was the go-to approach:

“ChatGPT, write a job description for a Maintenance Manager.”

And in a few seconds—magic—you have a clean, professional, SEO-friendly job description.

But here’s the problem:

Generic inputs get generic outputs.

And the hiring world doesn’t need more generic.

The purpose of a job description (especially a job ad) is not to:

  • Sound corporate
  • Check compliance boxes
  • List 32 bullet points
  • Impress nobody and attract everybody

The purpose is to attract the right people and repel the wrong ones.

If your job ad is so generic it could be posted by any company in your market, that’s exactly what will happen: you’ll attract everyone… and by everyone, I mean no one you actually want.

 

Why AI Actually Makes Job Descriptions Better (If You Use It Correctly)

Let's give AI the credit it deserves.

AI can help you:

  • Stop staring at a blank screen
  • Clean up your writing
  • Shorten long, clunky paragraphs
  • Format your text for readability
  • Add variation and creativity
  • Rewrite in different tones
  • Generate multiple options fast

But the strategy still has to come from you.

Think of AI like a brilliant intern:

Smart.
Fast.
Reliable.
Endlessly patient.
Zero understanding of your business unless you teach it.

You’d never tell an intern,
“Write me a job description for an Account Manager.”
…without any context about the actual role, expectations, culture, priorities, or success criteria.

AI works the same way.

 

Introducing the Human Prompt Packet

If you want ChatGPT to write an insanely effective job description, you need to give it information only a human can provide.

I call this the Human Prompt Packet — the essential details AI can’t guess.

Here’s what it should include:

1. The Real Work

Not job title fluff.
What are the top 5–7 things this person actually does all day?

Example for a Landscape Designer:

  • Meet clients onsite and walk properties
  • Create conceptual design layouts
  • Price materials and prepare estimates
  • Present designs and close sales
  • Oversee install handoff

These specifics are gold for AI.

 

2. What Makes Your Company Different

If you don’t tell AI what makes your company unique, it assumes nothing does.

Examples:

  • Family-owned + tight-knit team
  • High-end residential clients
  • Brand-new equipment
  • Flat org structure with real decision-making autonomy
  • Strong winter hours
  • Education reimbursement
  • A culture where people stay 10+ years

You don’t need a novel. Just tell AI what you’re proud of.

 

3. What Success Looks Like in 6–12 Months

This is the secret weapon 99% of job descriptions never include.

Ask yourself:

  • What would a successful hire actually accomplish?
  • What KPIs will they move?
  • What will their “wins” look like?

Examples:

  • Route efficiency improves by 10%
  • Client satisfaction scores increase
  • Enhancement sales grow by $150,000
  • Crew turnover drops
  • Training system implemented

This is catnip for high performers.

 

4. The Type of Person Who Thrives (and Who Doesn’t)

Here’s where you give AI permission to build a job ad that filters people.

Examples:

  • Thrives in a fast-moving, client-facing environment
  • Loves autonomy and hates micromanagement
  • Natural problem-solver
  • Organized, calm, and good under pressure

You can also include “not a fit if…” statements:

  • Not a fit if you dislike client interaction
  • Not a fit if you prefer working indoors
  • Not a fit if you avoid busy seasons

Candidates appreciate this honesty more than you know.

 

5. Compensation Details

AI cannot guess your pay range.
And yes—you MUST include it. It boosts transparency and conversion.

Even if you give a range like:

“$60,000–$75,000 base + performance bonuses”

That’s enough to make the AI-generated output look real—not robotic. And, a range is usually good enough to make your job ad perform well.

Why employers should include compensation in job posts.

 

Then, Let AI Do the Heavy Lifting

Once you have your Human Prompt Packetthen you hand it to ChatGPT.

The difference is night and day.

Here’s what AI will now do extremely well:

1. Turn Your Details Into Punchy, Candidate-Friendly Language

No more dry, corporate nonsense.

 

2. Offer Multiple Tone Options

  • Professional
  • Casual
  • High-end/luxury
  • Bold/edgy founder voice
  • Short form vs long form
  • Social-media-ready versions
  •  

3. Condense Without Losing Meaning

You can literally say:

“Make this 40% shorter but keep the impact.”

 

4. Create Versions for Multiple Platforms

  • LinkedIn
  • Indeed
  • Your careers page
  • Job board postings
  • Email campaigns

5. Rewrite for SEO

If you want to show up for “Landscape Maintenance Manager jobs near me,” AI can help.

 

Most Companies Are Using AI to Speed Up Job Ads. You Should Use It to Improve Them.

Here’s the truth:

AI isn’t replacing the people who use it.
AI is replacing the people who use it poorly.

The difference is strategy.

Right now, most companies are doing this:

“AI, write a job description.”

You’re going to do this:

“AI, help me create the most compelling, targeted, differentiated job ad in my market.”

That’s a very different instruction.

 

The 7 Prompts Every Hiring Manager Should Steal

Here are literally the prompts I’d recommend you (or your HR / Recruiting Team) get started with:

 

  1. “Rewrite this job description to target high performers and eliminate low-skill applicants.”

 

  1. “Add a section called ‘What Success Looks Like in 90 Days and 12 Months.’”

 

  1. “Rewrite in a clear, punchy, engaging tone that would stand out on job boards.”

 

  1. “Create a shorter, 150-word job ad version optimized for Indeed.”

 

  1. “Create a LinkedIn version that speaks more to career growth and impact.”

 

  1. “Improve readability using shorter sentences, bullets, and modern formatting.”

 

  1. “Create five headline options that will maximize clicks.”

Example:

  • “Stop Doing Maintenance—Start Leading It”
  • “Lead a Team. Grow a Division. Transform Properties.”
  • “Your Next Big Leadership Step Starts Here”

 

Why This Matters (Especially Now)

We’re entering a talent market where simply posting a job ad won’t cut it anymore.

Candidates have options.
They compare. They research. They scroll.
They reject boring job descriptions immediately.

AI gives you an advantage—but only if you use it in a way most companies won’t:

  • More human
  • More clear
  • More strategic
  • More personalized
  • More focused on fit rather than fluff

The companies who figure this out will win the next decade of recruiting.

I want you to be one of those companies.

 

Final Thought: AI Doesn’t Replace Judgment—It Replaces Laziness

AI is a tool.
A powerful one.

But it can’t decide:

  • Who thrives on your team
  • What makes your company special
  • What great looks like in your environment
  • Why people stay
  • What your clients expect
  • What actually drives revenue or retention

That’s your job.

Let AI handle the formatting, rewriting, and creative polish.

You handle the clarity, thinking, and strategy.

When you combine the two, you don’t get a generic job description.

You get a hiring asset.

 

BR1 Can Help

If this topic hit home for you, don’t let it be something you just nod along to. Go build your first Human Prompt Packet and try it on your next job ad.

And if you want job ads that actually attract the right people, a better recruiting strategy, or a partner who knows how to help you build stronger teams, that’s exactly what we do at BR1. Contact us to start the conversation.

Until next time… Keep building your stronger team!