Most people open ChatGPT and type something like:
“Write me a post about mortgage rates.”
Then they sit back, read the result, and think…
“Wow. This sounds like a robot wrote it.”
Here’s the deal: your prompt isn’t bad because ChatGPT is dumb , it’s bad because you left out key details.
If you want AI to sound human, you need to give it direction.
These are the 5 elements that turn garbage prompts into gold.
1️⃣ Role & Context: Give ChatGPT an Identity
Most people treat ChatGPT like a search engine. They ask questions and expect magic.
That’s not how it works.
ChatGPT performs way better when you tell it WHO it is and WHO you are. Think of it like hiring a freelancer , you wouldn’t just say “write something.” You’d explain the job, the company, and what you need.
❌ Bad: “Write a post about VA loans.”
✅ Good: “Act as a social media copywriter for mortgage pros. I’m a loan officer who works mostly with veterans in Texas.”
See the difference? Now ChatGPT knows your world and your voice.
The more specific you get about roles, the better your output becomes. Don’t just say “mortgage expert” , say “20-year veteran loan officer who specializes in first-time homebuyers and speaks like a trusted neighbor, not a salesperson.”
2️⃣ Clear Purpose: Tell It What You’re Trying to Do
Here’s where most people screw up: they ask for content without explaining the goal.
ChatGPT doesn’t know if you want to educate, sell, entertain, or inform. So it guesses , and usually picks the most boring option.
❌ Bad: “Write about down payment help.”
✅ Good: “Write a Facebook post that teaches first-time buyers about down payment programs. Goal: get them to comment ‘INFO’ so I can start a chat.”
When it knows your goal, it writes to win , not just to talk.
Your purpose could be:
- Generate leads
- Build trust with prospects
- Educate existing clients
- Position yourself as the expert
- Start conversations
Be crystal clear about what you want to happen after someone reads your content. ChatGPT will structure everything around that outcome.
3️⃣ Tone & Style: Don’t Sound Like a Robot Wearing a Suit
If you don’t say how you talk, ChatGPT will guess… and it’ll sound like a corporate manual having a stroke.
Default ChatGPT sounds like this: “In today’s dynamic mortgage landscape, homebuyers are increasingly seeking innovative solutions to achieve their homeownership goals.”
Nobody talks like that. Nobody reads that. Nobody cares about that.
❌ Bad: “Write a post.”
✅ Good: “Write in a real, conversational tone. Keep it short, punchy, and clear. Sound like a loan officer who’s been doing this for 20 years , not a textbook.”
Bonus tip: Drop in a few of your best posts and say “write like this.” That’s how it learns your style.
Some tone options that actually work:
- “Write like you’re explaining it to a friend over coffee”
- “Use simple language a 5th-grader could understand”
- “Be direct and no-nonsense , cut the fluff”
- “Sound confident but not arrogant”
- “Use humor where appropriate, but stay professional”
4️⃣ Constraints & Format: Give It Limits or Get a Novel
You have to give ChatGPT boundaries, or it’ll write a dissertation when you wanted a tweet.
Structure creates clarity , and clarity converts.
❌ Bad: “Write a video script.”
✅ Good: “Write a 60-second video script. Hook in the first 5 seconds, 3 main points, clear call to action.”
Be specific about:
- Length: “Keep it under 200 words” or “Write 3-4 short paragraphs”
- Format: “Use bullet points and bold headers” or “Write it like an email”
- Structure: “Start with a question, give 3 tips, end with next steps”
- Platform: “This is for LinkedIn” vs “This is for TikTok”
The more constraints you give, the more focused your output becomes. Constraints force creativity and keep things tight.
5️⃣ Examples: Show It What Good Looks Like
This is the secret most people skip.
ChatGPT learns faster from examples than from explanations. Give it proof, not poetry.
❌ Bad: “Write something like this.”
✅ Good: “Here are 3 of my top posts. Write a new one in the same tone and format.”
When you show ChatGPT examples of your best content, it picks up on:
- Your sentence structure
- How you start and end posts
- Your humor style
- Your call-to-action patterns
- Industry-specific language you use
Don’t have examples? Find posts from other loan officers that you admire and use those as templates. Just make sure to say “write in this style but make it original.”
Advanced Moves That Separate Pros from Beginners
Break Big Tasks into Small Chunks
Don’t ask ChatGPT to “write a complete social media strategy.” That’s too much at once.
Instead:
- “Create 10 post ideas for mortgage content”
- “Write the first post from that list”
- “Now create 5 variations of that post”
- “Write subject lines for email versions”
Each step builds on the last one, and you get way better results.
Let ChatGPT Ask You Questions
Here’s a game-changer: instead of trying to write the perfect prompt, ask ChatGPT what it needs.
Try this: “I want to create a Facebook post about refinancing. What questions do you need me to answer to write the best possible post?”
It’ll ask for your target audience, goal, tone, length , basically building your prompt for you. Smart, right?
Use the “Two-Step Prompt”
Step 1: “Act as an expert copywriter. Analyze this prompt and tell me what’s missing: [your original prompt]”
Step 2: Take its feedback and rewrite your prompt with the missing pieces.
This forces ChatGPT to think about your prompt before executing it. The results are usually 10x better.
Common Mistakes That Kill Your Results
The “Kitchen Sink” Problem: Asking for 15 things in one prompt. Pick one goal per prompt.
The “Mind Reader” Problem: Assuming ChatGPT knows your business, audience, or style. It doesn’t. Tell it everything.
The “First Draft” Problem: Taking the first response and calling it done. Always ask for revisions or alternatives.
The “Generic” Problem: Using vague words like “engaging,” “compelling,” or “professional.” Be specific about what those words mean to you.
Your Next Steps (Don’t Just Read : Do This)
- Pick your worst-performing prompt and rewrite it using these 5 elements
- Test it 3 times to see if you get consistent, better results
- Save your best prompts in a document you can copy/paste from
- Share this with your team : everyone’s content gets better when prompts improve
The Bottom Line
ChatGPT isn’t the problem. Your inputs are.
Treat it like a junior teammate : give it context, direction, tone, and examples.
Do that, and suddenly your “AI” turns into your best marketing assistant : one that never sleeps, never complains, and never misses a deadline.
Want to see this in action? Take your current worst prompt and run it through this framework. I bet the difference will blow your mind.
And if you’re ready to take your mortgage marketing to the next level : with or without AI : check out what we’re building at The Mortgage Broker Builder. We’re helping loan officers like you turn good prompts into great results.