Wednesday, November 29, 2023 | The Latest Buzz for the Appraisal Industry

Real Prompts For ChatGPT For Appraisal Reports

The world of real estate appraisal is constantly evolving (much to our dismay sometimes), and as professionals in this field, it is crucial to stay ahead of the curve by embracing innovative tools and technologies. ChatGPT is an advanced AI language model developed by OpenAI that can be used to streamline the appraisal writing process.





ChatGPT has emerged as a powerful ally for appraisers, offering valuable assistance in drafting narratives for appraisal reports with precision, efficiency, and consistency. By providing detailed responses to various prompts, this cutting-edge AI tool can help appraisers generate accurate and insightful content, saving time and effort.

Most appraisers understand how AI can assist with marketing, blog-writing, and business development ideas, but can it really help them write a 1004 (or another form) appraisal report? Through a series of real-world examples, I will demonstrate how you can incorporate ChatGPT into your appraisal writing workflow. From crafting compelling property descriptions to addressing specific valuation challenges, I am currently using the capabilities of ChatGPT to elevate my own appraisal work effectively.

First, let’s set some good practices. In order to get ChatGPT to give you what you want, you must first give it what it wants.

Give it all the information you can. ChatGPT is a language processing model designed to create sentences by drawing on prior input and commonly used words in a given context. Feeding ChatGPT with more information leads to improved outcomes. For example, “Write a description of 123 Anystreet.” is not as good as “I am a real estate appraiser working on a property at 123 Anystreet in Pocatello, Idaho. Using the following paragraphs from MLS, County records, and my own personal notes, synthesize this information into a short (less than 50 words) paragraph describing the characteristics and neighborhood for this property.” Give Chat GPT as much background, context, and information as you can to get the outcome you are searching for. There is no such thing as too much information.

Be specific in your formatting. In addition to telling it what you want, tell it how you want the information presented. For example, use words and phrases such as “formal” or “using professional language.” AI understands tone of voice. Tell it which tone you want to use.

Ask additional questions. It is not unusual for ChatGPT to give you output that is not exactly what you want. Do not hesitate to ask it to reword, or give it additional information that will help it to refine the output. I am constantly using phrases such as “remove the section about crime statistics” or “add additional information about the nearby high school” or even “expand commentary on walkability to the local commercial district.”

Understand “jailbreak” prompts. ChatGPT sometimes has a chip on its shoulder. In other words, it will sometimes come back with an unwillingness to participate in your inquiry. It is not uncommon for it to start its response with something like,” as an AI language model, I am unable to…” and give some excuse for not completing your ask. There are known ways around this such as asking it to pretend or play a character. “Act as a real estate appraiser,” or “I am writing a book and one of the characters is a real estate appraiser. What would she say if…” It sounds silly, but you kind of have to trick it sometimes into going against its initial boundaries.


Prompt Ideas

Can ChatGPT, and other AI models, actually assist appraisers in writing summary appraisal reports? The answer is, Yes! Here are some examples of real-life prompts I have used with success.

“Rewrite the following description of a house and property using brevity and professional language”

“Summarize all of these property descriptions into one, easy-to-read format with a professional tone for a real estate appraisal report.”

“I am a real estate appraiser completing an appraisal. For my square footage adjustment, I used a combination of paired-sales and sensitivity analysis to determine $65 a square foot was appropriate, but I did not adjust for differences between the subject and comparables if the difference was less than 100 square feet. Write a description of where the adjustment came from that I can use in the report.”

“Read this table of numbers and determine the mean, average, standard deviation, and which are outliers.”

“Reword this addendum to a real estate appraisal report to make it more readable and synthesized.”

“I am completing an appraisal on a property that previously sold for 22% less than it is selling currently. Help me to write an explanation as to why it is now worth 22% more. The market, as a whole, has increased 12% since the previous sale. The new owners have also completed a complete remodel of the kitchen and bathroom areas including updating flooring throughout the main level.”

“What are the pros and cons of leaving my license and E&O insurance as a real estate appraiser in the actual appraisal report?”

“Help me to professionally explain why proximity to a railroad track might negatively affect the value of a property.”

“As part of the appraisal writing process, I have determined that the highest and best use of the subject property is residential. That is also the current use. Help me to write a professional paragraph explaining this determination.”

“In an appraisal report, help me to explain why I do not include the land value in my adjustment for condition.”

“Describe the general neighborhood characteristics of 123 Main Street in Price, UT.”

“As a real estate appraiser, I completed an appraisal recently and I have been given a revision request. Specifically, they want me to explain why I used certain comparables, but not others. Help me write the initial paragraph explaining why I chose the three sales in the neighborhood rather than ignoring them and going outside the subdivision to another neighborhood where the average sales price is 7% more than the neighborhood the subject is located in.”

“Analyze the following table and give me the most likely adjustment for bedroom count between 2-3 bedroom homes.”

“Using the following sales of homes and their rental prices when they sold, what is a good GRM to use for my subject property which is similar to the sales listed?”

“I am a real estate appraiser. Help me to explain why the subject is not an over-improvement for the neighborhood even though all competing sales are adjusted up.”

“Describe for the reader of an appraisal report why price does not equal value.”

“Help me to format a statement describing the typical scope of work for a non-complicated real estate appraisal for mortgage purposes.”

“What are some ways to cure functional obsolescence in a home where one must go outside in order to walk up the stairs to the second level?”

“What is the difference between exposure time and marketing time?”

“I am completing an appraisal on a property and I considered using the cost approach, but I don’t find that the data is reliable enough in this area. I also considered using the income approach but there are too few rental properties to have a big enough data set. Write me a paragraph explaining why I chose to rely mainly upon the market approach to determine value.”

“Without using the phrase ‘extraordinary assumption,’ what words should I use to describe an extraordinary assumption that I made on a property that I’m appraising?”

“Write a short description for an appraisal report describing why I included active sales in the grid but did not include them in the final determination of value.”

“What is the name of the countertop material that is not laminate and is not granite but typically has one solid piece that curves into and helps make up the sink?”

“What is a professional statement to use in an appraisal report describing the name, license number, and qualifications for an individual who provided significant assistance as per USPAP requirements?”

“What is the house style for a home built in the 1950s that has a main floor, unfinished basement, and a finished attic?”

“I am an appraiser working on finding comparables for my subject property. Here is a list of 12 recent home sales. My subject is a two-story colonial, built in 1952, in good condition, with 2,435 square feet above grade, 3 bedrooms, 2 baths with an unfinished, 1,244 basement. Which sales are most like the subject and why.”

“Write a paragraph for an appraisal report describing why the housing trends are stable even though the value of the subject property has gone up in the last 6 months.”

“Help me to write a description as to why the Market Conditions Addendum created by Fannie Mae is not a reliable measure.”

“Act as a real estate developer. Analyze the following pages for R-2 zoning and tell me if a three-unit property is legal?”

“What is the remaining economic life of a house that was built in 1920, but has been updated and has an effective age of 20 years if the total life expectancy is 60 years?”

“What are your suggested neighborhood boundaries for a property located at 789 Oak Street in Idaho Falls Idaho, and why did you choose those boundaries?”

“How can I subtly tell the AMC rep to stick it where the sun doesn’t shine?”

I’m just kidding about that last one, but the others are real (or similar) prompts that I have used with success. Obviously, this is just a small sample to get the gears in your brain spinning. Hopefully, seeing them will open your eyes to new possibilities about how ChatGPT and other AI models can be utilized to help you to work smarter.

Like any technology, you should not trust it completely. It can be wrong. It is a tool only. You, as the appraiser, are still 100% responsible for the data you choose to use and/or put in your appraisal report and work file. With great power, comes great responsibility!

The truth is, I mostly use AI for business development, marketing, and other research. However, as it continues to develop, and I continue to understand how to effectively use it, it is becoming a more powerful tool for appraisal writing as well. If you have not yet dipped your toe into the world of AI, I highly recommend that you take some time to play with it and then begin using it to help enhance your appraisal writing process.

Mark Buhler

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