Introducing the Redfin Housing Demand Index - @Redfin

Welcome to the First-Ever Redfin Housing Demand Index

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Updated on October 6th, 2020

Cooling Homebuyer Demand in June Suggests Home-Price Growth will Slow in August; the Most Substantial Price Relief Since February 2012

August Prices Expected Up Just 2.2% and Sales Up 4.6% Year Over Year in 15-Metro Composite

Today we debut the Redfin Housing Demand Index, the industry’s first and only measure of homebuyer activity prior to purchase. The Demand Index, an early indicator of housing-market performance, is based on millions of visits to Redfin.com home-listing pages, and thousands of Redfin customers requesting home tours and writing offers in 15 major metro areas1. It is scaled to equal 100 on January 2013, which is the first month of the estimation period. The Demand Index is adjusted for Redfin’s market share growth.

Demand Index Details for June

The Demand Index debuted today at a level of 113, up 13 percent year over year, the smallest increase since January. In 2015, the Demand Index followed a similar seasonal pattern to previous years, increasing from January to April, then beginning to decline. However, this year’s 6.7 percent decline from May to June is steeper than the 3.9 percent decrease for the same period in 2014. Over the past 30 months, the Demand Index has averaged 103.
housing demand

Price and Sales Forecasts

Redfin used its demand data through mid-July and industry housing data from 15 major-metro areas1 to forecast year-over-year changes to national home prices and sales in the current month and one month ahead. Redfin forecasts that year over year, home prices will be up about 4.3 percent in July, and just 2.2 percent in August.
housing demand
We expect the number of homes sold in July to grow by 14.3 percent year over year, and by 4.6 percent in August.
Demand Index sales

Redfin’s Take

This year’s seasonal slowdown is more extreme than normal due to buyer fatigue over high prices and low selection, combined with gradually increasing mortgage interest rates. Buyers are still in the market, but they’re setting boundaries on what they’re willing to pay.
“Homebuyers in D.C. have reached their limit when it comes to price,” said Dan Galloway, a Redfin agent in Washington, D.C. “As recently as May, offers $100,000 above list price were common, but home prices are now reaching a line that buyers will not cross.”
Two major factors driving the forecasts are fewer people making offers and lower list prices for homes going under contract.
Homebuyers are still touring in force, but they’re more price sensitive. Fewer are making offers, and when they do, they’re buying less expensive homes. The median list price of pending homes fell by $10,000 to $300,000 in just the last two weeks.
housing demand

Redfin Forecast Models

The price model includes:

  • Visits to Redfin.com home listing pages
  • Number of Redfin customers requesting home tours
  • Number of Redfin customers making offers on homes
  • Median price of pending sales
  • Median price of new listings
  • Median price per square foot of pending sales
  • Median sale price

The sales model includes:

  • Visits to Redfin.com home listing pages
  • Number of Redfin customers requesting home tours
  • Number of Redfin customers making offers on homes
  • Number of homes for sale
  • Number of homes sold
  • Number of new listings
  • Number of properties that went under contract in the previous 30 days

The Redfin Demand Dashboard provides an at-a-glance comparison of 10 demand-related metrics. The Demand Dashboard tracks the same 15 markets1 as the Redfin Demand Index.
housing demand
1 The Redfin Housing Demand Index covers the following 15 metro-area markets: Atlanta, GA; Austin, TX; Baltimore, MD; Boston, MA; Chicago, IL; Denver, CO; Los Angeles, CA; Oakland, CA; Orange County, CA; Phoenix, AZ; Portland, OR; San Diego, CA; San Francisco, CA; Seattle, WA; Washington, DC.
A detailed methodology of the demand index and forecast models can be found here.
An excel spreadsheet of historical demand index values can be found here.
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Nela Richardson

Nela leads Redfin’s housing market research team on data reports that help Redfin customers make informed choices. She comes to Redfin from Bloomberg LP, where she served as a senior economist with Bloomberg Government. She also served in past roles in the mortgage industry, capital markets and financial policy. Redfin is a full-service real estate brokerage that uses modern technology to make clients smarter and faster. For more information about working with a Redfin real estate agent to buy or sell a home, visit our "Why Redfin?," page.

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