If you want to know how to prompt Claude, here’s the whole secret in one line: talk to it like a new employee, not Google. Describe the job, the goal, the process, and what a great result looks like. Most “AI sounds fake” problems are really “I gave it nothing to work with” problems.
I’ve taught this to agents in dozens of classes, and prompting is the single highest-leverage skill I teach.It literally applies to everything we do with AI. When I tested Claude against ChatGPT on real agent tasks, the biggest lesson wasn’t which tool won. It was that the prompt matters more than the tool. Let’s talk about the framework, the habits that matter even more, and prompts you can copy today.
The difference a prompt makes
Here’s a prompt that looks a lot like what most agents type:
Write a listing description for a 3 bedroom house with a new kitchen.
That prompt will get you something generic every time. Not because Claude is bad, but because it only knows three facts. It doesn’t know the home’s best feature, who the buyer is, your tone, the length, or what to avoid. So it fills the gaps with the most average listing it can write.
Now here’s the same request, written the way you’d brief a sharp new assistant:
You're an experienced real estate copywriter who writes listings that sound like a real agent, not a brochure.
The home: 3 bed, 2 bath, 1,840 sq ft, built 1998, on a 0.22-acre lot with a fenced backyard and screened lanai. Kitchen remodeled in 2023 (quartz counters, new cabinets), new roof in 2021, new AC in 2022. Split floor plan, vaulted living room ceiling, 2-car garage, no HOA. Close to a park, shopping, and the highway. The buyers I expect are people who want a move-in-ready home and don't want big repair bills in their first few years.
Write an MLS description that leads with the fact that the expensive updates are already done, then covers the layout and outdoor space, and closes with location and no HOA.
Under 1,000 characters. Warm, plain language, no bullet points. Don't use "nestled," "dream home," "stunning," or "won't last long." Don't add any features I didn't list. Give me two versions with different opening lines.
Same property. Completely different result. That second prompt follows a four-part framework.
How to prompt Claude: Role, Context, Task, Format
Every strong prompt has four parts. It’s the same framework taught in Parciva’s AI Accelerator, and it works for any task in any AI tool.
| Part | What it tells Claude | Example |
|---|---|---|
| Role | Who it’s being for this job | “You’re an experienced real estate copywriter…” |
| Context | The goal, the situation, how you normally do it, and what a great result looks like | The home’s facts and what the buyer cares about |
| Task | Exactly what to produce, and how to structure it | “Lead with the updates, then layout, then location” |
| Format | The shape of the answer, plus your rules: length, tone, options, and what to never do | “Under 1,000 characters, no clichés, two versions” |
Context is the part agents skip most, and it’s the part that matters most. Think about how you’d brief a new assistant on day one. You wouldn’t say “write an email” and walk away. You’d explain the goal, walk them through your process, and show them what good looks like. That’s context. Give Claude the same briefing.
Describe everything. Agents worry that long prompts are “too much.” They’re not. Claude reads every word, and every detail you add is one less thing it has to guess. That’s part of the power of it.
4 habits that matter more than the perfect prompt
Knowing how to prompt Claude is only half of it. Nobody writes the perfect prompt on the first try. The agents who get great results aren’t better prompt writers. They have better habits once the conversation starts.
1. Ask Claude what it doesn’t understand
Before Claude writes anything, have it interview you. It will ask questions you didn’t think to answer, and the final output gets better because of it.
Before you write anything, ask me the questions you need answered to do this well. What don't you understand about my goal, my audience, or what a great result looks like? Don't start until I answer.
This works especially well for bigger jobs: relocation guides, listing presentations, market reports, and anything where the result depends on details only you know.
2. Push back
Don’t accept the first answer just because it’s done. Ask whether there’s a better or faster way. Claude will often suggest an approach you hadn’t considered.
Before we go further, is there a better or more efficient way to do this? If you were in my shoes, what would you do differently?
I use this constantly. Half the workflows I’ve built started as one task, and got better because I asked Claude if there was a smarter way to do it.
3. Treat the first answer as a draft
The first response isn’t the final product. It’s a draft you react to. Give specific feedback, the same way you’d mark up an assistant’s work:
- “The middle section is great. The opening is flat. Give me three stronger opening lines.”
- “This is too long. Cut it by a third, but keep the line about the new roof.”
- “Rewrite the closing so it sounds less salesy and more like me.”
“Make it better” isn’t feedback. What does better mean? Better how? Shorter, warmer, punchier, more specific? Name it, and Claude can fix it. If you don’t name it, it’s not feedback.
4. Use AI to learn AI
This is the habit I push hardest in every class. If you’re not sure how to prompt for something, ask Claude. It’s the best prompting coach you have, and it’s sitting right there.
Try saying something like this:
Here's a prompt I've been using: [paste your prompt]. Here's what I'm trying to get out of it: [your goal]. How would you improve this prompt? Rewrite it, then explain what you changed and why.
You can ask Claude to explain features you don’t understand, suggest how to set up a workflow, or tell you why an answer missed. Every question makes you better at the next prompt.
Give it what it needs, or ask what it needs
You don’t have to describe everything from memory. Paste or upload the source and let Claude work from the real thing:
- MLS remarks: paste them in and ask for a rewrite for a specific buyer.
- A client email: paste it and ask for a reply in your voice.
- An inspection report or HOA document: upload it and ask for a plain-English summary of what matters.
- A screenshot: a competitor’s listing, a floor plan, or a market chart. Ask what stands out.
Not sure what to give it? Ask. Claude can tell you which files, information, or connections would make the job easier, including whether a connector to your email, calendar, or Google Drive would let it work from your real data instead of what you paste in.
Here's the job I want to hand off: [describe it]. What information, files, or tool connections would you need to do this well? Tell me what to give you, and whether connecting my email, calendar, or Drive would help.
That one question can turn a one-off prompt into a real, repeatable workflow.
3 prompting mistakes to stop making
- Vague direction. “Make it better” or “make it pop” gives Claude nothing to work with. Say exactly what to change.
- Too many jobs in one prompt. A listing description, three social captions, and an email in one ask gets you three mediocre results. Do one at a time, and feed each result into the next.
- Contradictory instructions. “Keep it short but cover everything” forces Claude to guess which one you meant. Decide what matters most, then say it.
One more that isn’t a writing mistake but can cost you: describing neighborhoods by who lives there, or saying a home is “perfect for” a type of person. Build a Fair Housing rule into your setup. I share the exact guardrail I use in my Claude vs. ChatGPT test.
Stop retyping your best prompts
Once a prompt works, save it so you never write it from scratch again. In Claude, there are two ways:
- Projects: put your role, context, voice samples, and rules in a Project once. Every chat inside it starts already knowing who you are.
- Skills: turn a full workflow into a Skill so Claude does it your way every time. That’s how I built my neighborhood report and listing landing page tools.
Prompting is how you learn what works. Projects and Skills are how you keep it.
Start with one prompt this week
Pick one task you do every week, like a listing description, a follow-up email, or a market update. Write it using Role, Context, Task, Format. Ask Claude what it doesn’t understand. Push back once. Then save the version that works in a Project.
If you want the full walkthrough, prompting is the core of Parciva’s AI Accelerator, where you build five AI tools for your business step by step. For the bigger picture, see my guide to AI tools for real estate agents, or Anthropic’s own prompt engineering overview if you want to go deeper (it’s written for developers, but the principles are the same).
