ChatGPT for Appraisers

Newz: Appraisers using ChatGPT,
Appraiser Salaries, PAREA Problems

May 16, 2025

What’s in This Newsletter (In Order, Scroll Down)

  • LIA ad: Appraisal Used in Divorce Case – Now What
  • The Power of AI Is Not Absolute Using Chat GTP for Appraisers
  • Retired Maine Railroad Caboose
  • [Updated 2025] What’s the Average Real Estate Appraiser Salary?
  • Indemnification Clauses: What Appraisers Should Know
  • Treasury yields surge, but Fed rate cut odds decline after U.S.-China tariff pause. Mortgage rates may be poised to rise following de-escalation of tariff tensions
  • The PAREA Program: Costly Promises, Empty Support
  • Mortgage applications increased 1.1 percent from one week earlier

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The Power of AI Is Not Absolute
Appraisers Using ChatGPT

Excerpts: With the great power of artificial intelligence comes the responsibility to fact-check.

Artificial intelligence (AI), particularly ChatGPT, has captured the attention of professionals across various industries, including residential appraisal. With ChatGPT now reaching more than 100 million weekly users, according to OpenAI CEO Sam Altman, it’s clear that AI is poised to become a mainstay in our digital toolkit.

ChatGPT is an AI chatbot, powered by a large language model (LLM), which can comb through a vast amount of information and generate text in response to a question or prompt. This ability led me to explore its potential in “seeing” and evaluating property photos, which ultimately inspired me to create the RoboRater tool.

There were some early hiccups — and a learning curve — when I began prompting the AI tool to apply Uniform Appraisal Dataset (UAD) quality and condition ratings to what it “saw” in property photos. And then, in November 2023, Open AI introduced a feature allowing pro users to develop a custom generative pre-trained transformer (GPT), which led to a breakthrough. It enabled me, with no coding background, to tailor a specific version of ChatGPT that excels at assessing kitchen quality and condition ratings from photos, complete with insightful supporting commentary.

ChatGPT as a Writing and Public Relations (PR) Assistant

ChatGPT can also be an invaluable writing assistant and PR specialist, especially in sensitive communication scenarios like Reconsiderations of Value (ROV). It can skillfully rephrase blunt feedback into professional, constructive commentary.

Other topics:

Enhancing Clarity in Technical Reporting

Optimizing Appraisal Business Operations

Navigating the Limitations

To read more, Click Here

My comments: This is the most practical article I have read for appraisers using ChatGPT with good appraiser examples. I am going to start using it soon! Tim Andersen, the USPAP expert, recently wrote an article for Appraisal Today using ChatGTP.

AI does not always work out well.

For example. State Bar of California admits it used AI to develop exam questions.

Nearly two months after hundreds of prospective California lawyers complained that their bar exams were plagued with technical problems and irregularities, the state’s legal licensing body has caused fresh outrage by admitting that some multiple-choice questions were developed with the aid of artificial intelligence.

Read more!!

AVM Accuracy?

Bank AVMs Are As Wildly Inaccurate As A Zestimate – But Will Be Regulated As Legitimate Values

By Jonathan Miller

June 24, 2024

Excerpts:

  •    AVMs are incredibly inaccurate and are being misused in property valuation
  •    AVMs don’t consider the condition of a home
  •    The mortgage industry’s push toward automation has reduced valuation accuracy

AVM or Automated Valuation Models have been incorrectly seen as the human-less way to value property. The technology has been drifting into mortgage lending reliance for more than a decade because it has been marketed as having the ease of “pushing a button.”

The Zestimate product by Zillow introduced the consumer to the concept nearly twenty years ago…

The recent ruling to regulate the credibility of AVMs by the OCC and FDIC essentially legitimized the use of AVMs in lending. The driver behind this final rule was to eliminate potential bias in valuations by replacing appraisers with AVMS. Yet the Urban Institute study Revisiting Automated Valuation Model Disparities in Majority-Black Neighborhoods said: But even with data improvement and artificial intelligence, we still find evidence that the percentage magnitude of AVM error is greater in majority-Black neighborhoods. This finding indicates that we cannot reject the role historic discrimination has played in the evaluation of home values.

AVM software is built by humans who have inherent biases. The void in representation by the appraisal industry over the past decade on the AVM issue, to talk about those 200 feral cats living in the house being valued, has enabled AVMs to be legitimized by the federal government.

During my career, I have observed that valuation accuracy has become weaker as technology has expanded in the mortgage process. The wiz-bang concept that the appraisal of a property can be completed at the push of a button is missing the realities of valuation.

To read more, Click Here

My comments: Worth reading. Miller was involved in AVM history and, as usual, has some very interesting stories plus lots of Zillow comments.

For pro-AVM information from AV Metrics and to see how they test AVM accuracy, Click Here I have been following them for many years.

Miller used to send out a very long post once a week. I often just scrolled fast through most of it to get to the appraisal section, but I missed a lot that was worth reading. Now, he has divided it into daily posts.

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Appraisal Business Tips 

Humor for Appraisers

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NOTE: Please scroll down to read the other topics in this long blog post on Mortgage appraisal reviews, AI and ChatGPT, freddie and fannie mortgage forecast, unusual homes, mortgage origination stats, etc

Read more!!