
A seasoned property agent, digital marketing expert and entrepreneur with over 15 years of experience.
Table of Contents
- Welcome to the “How Claude Works” Tutorial!
- What is Generative AI? 🤖
- What Happens Behind the Scenes? 🔍
- Does Claude Ever Get It Wrong?
- How to Improve Accuracy with Claude
- 1. Fact-Check Outputs 🕵️♂️
- 2. Provide Clear and Specific Prompts 🎯
- 3. Consult Local Experts 🏛️
- Tips 💡
- Why Use Claude Over Other AI Tools? 🚀
- 1. Claude Simplifies Complex Tasks 🧠
- 2. Personalized Outputs That Fit Your Style ✨
- 3. Fast and Flexible—Built for Busy Professionals ⏱️

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Welcome to the “How Claude Works” Tutorial!
Hi there! 👋 Ready to unlock the power of Claude and see how it can simplify your real estate tasks? In this session, we’ll take a closer look at how Claude operates and why it’s a game-changer for real estate professionals—especially in Malaysia’s dynamic property market. We will cover:
- What is Generative AI? Learn what makes Claude tick and how it creates content from scratch instead of just pulling data.
- What Happens Behind the Scenes? 🔍Understand how Claude processes your queries, interprets context, and delivers tailored responses.
- Can Claude Make Mistakes? Discover Claude’s limitations
- Why Choose Claude Over Other AI Assistants?
What is Generative AI? 🤖
Generative AI is a type of artificial intelligence that creates content—whether it’s text, images, or even code—based on the instructions (or prompts) you provide.
Unlike regular software that simply retrieves information, Claude uses its training to synthesize new, meaningful outputs—making it feel almost human in its responses.
Real estate involves data, documents, and decisions—and that’s where Claude steps in to save time and effort.
What Happens Behind the Scenes? 🔍
When you chat with Claude, here’s what’s going on:
- Understanding Your Query:
Claude reads your input and identifies key details—what you need, the task type, and the context.
- Contextual Reasoning:
It pulls insights from its training data—which includes general knowledge, patterns, and domain-specific content (e.g., property laws or pricing trends).
- Generating a Response:
Claude then creates a response that’s clear, relevant, and actionable—just like a well-prepared assistant.
Example in Action:
You ask: “Summarize zoning regulations in Malaysia for residential properties.”
What Claude Does:
- Recognizes the topic (zoning regulations) and location (Malaysia).
- Uses its training data to retrieve insights about land classifications and usage restrictions.
- Synthesizes this information into a short, easy-to-read summary.
Output Example:
"In Malaysia, residential zoning regulations define land use and property density. Properties are classified as landed or high-rise, and approval from local councils is required for development projects. Specific zones may also have height or usage restrictions based on city plans."
Does Claude Ever Get It Wrong?
Absolutely—Claude isn’t perfect. Here’s what can go wrong and how to work around it:
- Localized Contexts
Claude may not have the most current details on Malaysian property laws or zoning rules, leading to gaps or outdated advice.
- Vague Prompts
If your question is unclear, Claude’s response might lack clarity too. The more specific and detailed your prompt, the better the answer you’ll get.
- Outdated Data
Because Claude’s training has a cutoff, it won’t always reflect the newest regulations or market trends. Recent changes might be missing from its responses.
How to Improve Accuracy with Claude
Let’s talk about accuracy—because even the smartest AI needs a little human touch to deliver its best results. Whether you’re drafting legal documents, analyzing property trends, or answering client questions, it’s important to make sure the information is reliable and relevant—especially in the Malaysian real estate market.
Here’s how you can make Claude’s responses more accurate and trustworthy:
1. Fact-Check Outputs 🕵️♂️
Claude is incredibly smart, but it’s not perfect. Its responses are based on patterns in the data it was trained on, which may not always include recent updates or specific local regulations
- Real estate laws in Malaysia—like tenancy agreements or zoning rules—can change.
- Claude’s knowledge has a cutoff date, so newer regulations might not be included.
What You Should Do:
- Double-check legal details with official sources like:
- JPPH (Valuation and Property Services Department).
- NAPIC (National Property Information Centre).
- Real estate lawyers or consultants.
- Cross-reference market data with trusted property platforms like iProperty or PropertyGuru.
2. Provide Clear and Specific Prompts 🎯
Claude’s output is only as good as the instructions you give it. Think of your prompt like giving directions—being too vague might lead you down the wrong path.
- A specific prompt helps Claude understand exactly what you need.
- The more details you include, the more tailored and accurate the response will be.
Good vs. Bad Prompts:
- Bad Prompt:
“Tell me about tenancy laws.”
(Too vague—Claude might give generic global examples.)
- Better Prompt:
“Summarize Malaysian tenancy laws for landlords renting out condos in KLCC, focusing on security deposits and termination clauses.”
(Specific location, audience, and focus areas.)
Example Output:
"In Malaysia, tenancy agreements typically include a 2-month security deposit and 1-month utilities deposit. Landlords must provide written notice for termination, usually 1–2 months in advance, depending on the terms agreed upon."
3. Consult Local Experts 🏛️
Claude can handle the heavy lifting—but when it comes to critical decisions (like legal compliance or property investments), it’s always smart to get human validation.
- Local experts know the latest market trends and legal changes that AI might not have.
- AI outputs can miss cultural or regional nuances, especially in diverse markets like Malaysia.
When to Consult Experts:
- Drafting contracts or legal agreements.
- Calculating taxes like RPGT (Real Property Gains Tax).
- Evaluating investment risks in specific neighborhoods.
Example:
You use Claude to:
“Analyze rental yields for condos in Mont Kiara and suggest pricing strategies.”
Claude might give a general analysis, but a local property agent can fine-tune those strategies based on current demand trends and competitor pricing.

Tips 💡
Claude is an amazing assistant, but like any tool, it works best when paired with human expertise and attention to detail. Think of Claude as your co-pilot—handling the repetitive tasks so you can focus on closing deals and building relationships.
Why Use Claude Over Other AI Tools? 🚀
Great question! Let’s dive into what makes Claude a standout assistant for real estate professionals in Malaysia and how it can make your daily tasks faster, easier, and more effective.
1. Claude Simplifies Complex Tasks 🧠
Real estate often involves complicated concepts like zoning laws, property taxes, and legal compliance. With Claude, you don’t need to spend hours trying to make sense of it all—it can break down tough topics into simple, actionable insights.
Example:
You need to explain Real Property Gains Tax (RPGT) to a client selling their property.
Prompt:
"Summarize Malaysia’s RPGT rules for 2024 and explain how they apply to residential properties sold within 5 years."
Claude’s Output:
"In Malaysia, RPGT applies to property disposals made within the first 5 years of ownership. For individual citizens, the tax rate is 30% in the first 3 years, 20% in the 4th year, and 15% in the 5th year. Properties held longer than 5 years are exempt."
Why It Helps:
- Claude cuts through legal jargon and provides clear, digestible answers.
- You can copy-paste responses into emails, WhatsApp messages, or presentations.
2. Personalized Outputs That Fit Your Style ✨
Whether you’re emailing landlords, drafting tenancy agreements, or creating social media ads, Claude can match your tone and style—formal, friendly, or even fun.
Example 1 – Email Follow-Up:
You just showed a client a luxury condo in Mont Kiara and need to follow up.
Prompt:
"Draft a polite follow-up email to a client who viewed a luxury condo in Mont Kiara. Highlight its proximity to international schools and cafes."
Claude’s Output:
Subject: Thank You for Viewing the Mont Kiara Condo!
Dear [Client’s Name],
Thank you for taking the time to view the luxury condo in Mont Kiara. We hope it met your expectations!
With its modern design, close proximity to international schools, and vibrant cafés, it’s an ideal home for families and professionals.
Let me know if you have any questions or would like to schedule a second viewing.
Best regards,
[Your Name]
Example 2 – Social Media Caption:
You’re promoting a serviced apartment in Bukit Bintang.
Prompt:
"Write an Instagram caption for a serviced apartment in Bukit Bintang, targeting young professionals."
Claude’s Output:
🏙️ Live in Style at Bukit Bintang! ✨
Looking for a serviced apartment with modern amenities and a central location? This 2-bedroom unit is just steps from Pavilion Mall and perfect for urban living. DM us today to schedule a viewing! 🏡 #KLLiving #BukitBintang
Why It Helps:
- Claude adjusts tone based on the audience and platform.
- Saves time while keeping your messages professional and engaging.
3. Fast and Flexible—Built for Busy Professionals ⏱️
Let’s be honest—real estate never slows down. Whether you’re answering inquiries, preparing reports, or drafting agreements, time is money.
Claude works quickly and flexibly to handle:
- Market Reports: Analyze trends and summarize data for meetings.
- Social Media Content: Generate captions and ad copy to boost visibility.
Example – Market Trend Report:
You need quick insights about rental yields in KLCC for a presentation.
Prompt:
"Summarize rental yields for 3-bedroom condos in KLCC and highlight key trends for 2024."
Claude’s Output:
"Rental yields for 3-bedroom condos in KLCC average 4–6% annually, depending on size and amenities. Demand remains strong among expats and professionals, especially for units near MRT stations and shopping malls like Pavilion. With infrastructure projects improving connectivity, KLCC remains a prime rental location for investors."
Why It Helps:
- Claude delivers ready-to-use insights in minutes—no manual research required.
- Ideal for presentations, emails, and investor discussions.
This is part of a series of five tutorial articles designed to empower real estate professionals like you with AI-driven tools.
Written by

Azura
A seasoned property agent, digital marketing expert and entrepreneur with over 15 years of experience.