executive summary mobile applications for realtors background · the home buying/selling process,...

Executive Summary

Mobile Applications for Realtors

Background

Why are we looking at mobile applications for brokers and agents?

In recent years we have seen an explosion in the use of handheld communication devices. These devices

are providing the user with a much richer computing experience with significantly greater capacity to

deliver complex information in an orderly and concise manner, to their mobile device , in real time,

anywhere. This increased utility has created greater usability and utility for the user, regardless of the

users’ degree of technical skill.

Traditionally the local MLS service was the primary means for consumers, brokers and agents to view,

deliver and use information regarding real estate listings. That has changed, now there are national

services providing details on specific property listings, automated value modeling on single properties,

foreclosure opportunities, REO listings, and more, along with aggregated information across markets,

states and regions. The most popular of these services are Zillow®, Trulia®, RedFin® and others. Each of

these services has mobile applications that provide a wealth of information, in real time, to a mobile

device, to the consumer directly.

Many times an agent is faced with the fact, that a buyer and/or seller, has more information at their

fingertips, through a mobile device application, than the agent. This information, derived from multiple

sources may not be the most accurate source, or more importantly, used in a way that is appropriate by

the consumer. In many cases, the only delivery of quality information from the MLS service is through

the internet, via a browser while sitting at a desktop computer.

In a recent study conducted by Google and The National Association of REALTORS® they found that

buyers and sellers of real estate rely on the internet as one of their primary (52% of the time) research

sources. The study goes on to say that we are entering a period of rapidly increasing “digitally driven

media” and that capturing the home shoppers attention will become harder and harder over time. They

call this period a “Mobile Zero Moment of Truth”. They point to these findings as proof that REALTORS®

are embarking on this new era of marketing to and retaining clients.

89% of new home shoppers use a mobile search engine at the onset and throughout

their research

Mobile applications are used by 68% of new home shoppers at the onset and throughout

their research

REALTORS® can employ various mobile marketing techniques to make sure they are

discoverable at the mobile ZMOT.

0 20 40 60 80 100

Search Engine

General News Websites

Maps

Applications

Beginning

Middle

End

Throughout

When During New Home Research Mobile Sources Were Used:

source: Google & Compete

Home Shopper Mobile Survey, 2012

These findings clearly point to a period where the local MLS, the Broker and the Agent would be better

served in managing the clients expectations, understanding of the market conditions and decision

process, if armed with a mobile device and mobile application tied directly to the most reliable source,

the local MLS service.

Different types of mobile applications.

There are two primary mobile application platforms.

Native Applications

Mobile Web Applications

Native Application

A Native application is a mobile web application that is dependent on a web browser. A native app is

one that is specifically designed to run a devices operating system and firmware. These are downloaded

from an App store and used on the mobile device.

The Native Application has traditionally been embraced most readily, by real estate brokers for their

constituencies. This type of application is also offered by 3rd party companies for consumers, such as,

Realtor.com, Zillow, Trulia. MLS services recently have moved to offer this type of application to its

membership and consumers, in their market area, to compete directly with the offerings from Zillow,

Trulia and others.

Mobile Web Applications

A mobile web application (browser application) is one that all or some parts of the software are

downloaded from the web each time it is run. This type of application can be run only from devices with

internet access and capability. The is the same as if accessed by a PC or Mac desktop / laptop.

Key Elements of Mobile Applications

These are the primary attributes the mobile application requires, but is not limited to these alone.

1. Integration with MLS data.

2. Intergrate with Showing Time (ability to schedule appointments from the mobile device)

3. Real Time listing Updates

4. Create showing tours with directions or mapping.

5. Multiple platform use (iOS, Andriod, etc. )

6. Email listings to a consumer client

7. Sync’d contacts within the MLS system and the device

8. Instant statistics/Trend reports or report delivery.

9. Both agent and consumer app

10. Location services, allowing the device to identify the users location and provide real time

information on listings immediately surrounding the users current location.

11. Virtual Office Website integration

12. Consumer record access

What our membership is asking for and what they are using?

Recently, the Users Committee submitted a survey to the CABR membership to better understand the

MLS usage patterns, likes, dislikes and expectations of the membership. The survey was sent to all

members currently in good standing with the CABR. Of the total membership, of nearly 4500 agents,

brokers, assistants and appraisers, 937 members responded to the survey.

The survey focused on better understanding the membership’s opinion and usage of the MLS system in

these key areas:

1. Performance and utility of the MLS system in general.

2. Performance and utility of the Realist system in general.

3. Common search patterns and behaviors.

4. Smartphone/Tablet ownership, usage and opinion of the MLS mobile application.

Background on the Survey Respondents

The respondent population was as follows:

72 59

742 59

22

0 200 400 600 800

Principal/Broker

Agent

Licensed Personal…

Respondents Primary Responsibility

# of Respondents

238, 25%

423, 45%

112, 12%

164, 18%

Do you use the PDA/Mobile version of MLS on your smartphone?

Yes

No

I did not know thatcapability

Tried it, but didn't like it

Approximately 70% of the respondents are 50 years of age or more.

An overwhelming majority (79%) of the respondents have and use a smartphone to access the internet.

Of those who have used the PDA/Mobile version of the MLS, 25% use it. While 18% have used it and

don’t like it, when combined with the 43% of those who don’t use it at all, nearly 63 % of the user

respondents currently are not using the PDA / Mobile version of the MLS.

It is evident that our

membership is largely

aware of and capable of

utilizing a mobile

application, but, has not

found the current

offering from Rapattoni

to be satisfactory.

0 100 200 300 400

>60

55-60

50-54

40-49

30-39

<30

Age of respondents

# of respondents

790

147

Do you currently have and use a smart phone ( with internet access)?

Yes

No

Only 16% of the survey respondents were Satisfied or Very Satisfied with the current mobile application

available to them. An overwhelming majority (79%) of MLS users currently have and use a smartphone,

with access to the internet.

Given the rapidly changing mobile market, the consumers’ adoption rate of mobile technology within

the home buying/selling process, and the utility and usage rate of the current MLS mobile application,

the user committee has taken formed a mobile application task force. This task force was instructed to

evaluate multiple mobile applications and determine if an alternative vendor or developer offers a more

viable mobile application product than what is currently available through Rapattoni.

Recently, after discussions with Rapattoni representatives, they have informed us, that a new mobile

application is being developed and will be available shortly. The users committee mobile application task

force has not seen this application to date, but recommends it’s evaluation along with the other mobile

application vendors once it becomes available.

The two are vendors worthy of recommendation to the board for further evaluation and adoption are:

1. MLS Touch

2. Mobile Realty

4, 0% 36, 4% 113, 12%

76, 8%

64, 7% 204, 22%

438, 47%

Rappttoni has made available a tablet application that they are

still developing. How satisfied are you with it so far?

Very Satisfied

Generally Satisfied

Somewhat Satified- stillneeds work

Not Satisfied

Feature MLS Touch

Mobile Realty

App

Smarter

Agent

(Rappattoni)

Corelogic

GoMLS

Property

Minder

Client interface / Status of Evaluation Evaluated Evaluated

Awaiting

Evaluation

Not a viable

alternative

Not a viable

alternative

Must Have:

Find Me-Display Nearby Listings (Home Spotter, Home Assist

etc) Yes Yes xxxxx xxxxxxx

Integrate with Realist Yes Yes xxxxx xxxxxxx

Integrate with Showing Time Yes Yes xxxxx xxxxxxx

Real Time Listing Updates Yes Yes xxxxx xxxxxxx

Create Showing Tour w/Directions Yes Yes xxxxx xxxxxxx

xxxxx xxxxxxx

Nice to Have

xxxxx xxxxxxx

xxxxx xxxxxxx

Platform(s)

Must Have:

Multiple platform App for iOS and Android Yes Yes xxxxx xxxxxxx

Web app Support for other ? Yes xxxxx xxxxxxx

Nice to Have:

Agent marketing

Must Have: xxxxx xxxxxxx

Email Multiple Listings to Consumer Yes Yes xxxxx xxxxxxx

xxxxx xxxxxxx

xxxxx xxxxxxx

Nice to Have:

Open House Marketing Yes

Sync'd Contacts-Searches No

Yes (in dev

que) xxxxx xxxxxxx

Agent App "connects" with consumer app No No xxxxx xxxxxxx

Instant Statistics/Trends Yes No xxxxx xxxxxxx

RETS xxxxx xxxxxxx

Agent and Consumer App xxxxx xxxxxxx

Intregration (experience)with MLS systems

Rappatoni yes Yes xxxxx xxxxxxx

CoreLogic Yes Yes xxxxx xxxxxxx

Dependent on MLS provider cooperation Yes (RETS) Yes (RETS) xxxxx xxxxxxx

Customization at Server Level - not app level Yes xxxxx xxxxxxx

other xxxxx xxxxxxx

Pricing

Integration with Rappatoni xxxxx xxxxxxx

Training/Tech Support xxxxx xxxxxxx

Branded Electronic and Print Material xxxxx xxxxxxx

Consumer App? xxxxx xxxxxxx

Revenue Sharing?? xxxxx xxxxxxx

Owned or Partnership (owned would be a higher score) xxxxx xxxxxxx

The Digital House Hunt:Consumer and Market Trends in Real EstateA Joint Study from The National Association of ReAlToRS® and Google

1

Study Objective:

To better understand the evolving role of digital media in the consumer home search process.Google and NAR collaborated to uncover trends and insights around digital media usage among home shoppers, whether they were looking for an existing home, a newly constructed home, or an apartment. Together, Google and NAR’s individual research results tell a cohesive story about today’s uber-connected home shopper.

Introduction

Source: 1. 2012 Profile of Home Buyers and Sellers 2. Google Internal Data, Q3 2012

2

Over the past decade, our world, and particularly the world of house hunters has become increasingly digital. Consumers are going online at a rapid pace to look for information to support their buying decisions. They watch “how-to” videos on YouTube, they read review sites, they look up specific brands on search engines, and even research on the go with their smartphones and tablets.

Google calls this idea ZMOT, or the Zero Moment of Truth*; the idea that shopping is no longer about showing up in a store, or in our cases at a brokers’ office or an open house, seeking advice or counsel on what to buy or how much they should pay. As Google’s ZMOT handbook for marketers explains, “the sales funnel isn’t really a funnel anymore.” Today there is a new, empowered consumer generation that does its homework ahead of time at this new and critically important Zero Moment of Truth.

Per the handbook, penned by Jim Lecinski, Google’s ZMOT expert, we know that “at the Zero Moment of Truth, today’s shoppers bounce back and forth at their own speed in a multichannel marketplace. They switch devices to suit their needs at any given moment. They search; go off to look at reviews, ratings, styles and prices; and then search again. They see ads on TV and in newspapers and online. They walk into local stores to look at products. They talk to friends, over the back fence and on social media. Then it’s back to ZMOT for more information.”

The story is no different for home shoppers. Real estate professionals know that their customers are uber-connected and informed. Nine in 10 home buyers today rely on the internet as one of their primary research sources, and 52 percent turn to the web as their first step.1 In fact, real estate related searches on Google.com grew 22% year-over-year. Additionally, approximately one-fifth of real estate related searches happen on mobile devices, and Google real estate related searches on mobile devices grew 120% percent year-over-year from 2011 to 2012.2

In today’s complex, rapidly changing, and digitally driven media environment, capturing a home shopper’s attention in order to build a real estate business and personal REALTOR® brand is tougher than ever. NAR and Google developed this joint study in order to help real estate professionals address these very challenges.

Through research and insights, the study aims to help real estate professionals understand that digital marketing strategies across paid search, video, display, mobile, and social channels are crucial in order to reach today’s house hunter. With these types of strategies in place, REALTORS® and brokers can position themselves to drive their businesses forward and win at the critical Zero Moment of Truth.

*The Zero Moment of Truth e-book from Google can be downloaded for free:

www.zeromomentoftruth.com

n90% of home buyers searched online during their home buying process1

nReal estate related searches on Google.com have grown 253% over the past 4 years2

nBuyers use specific online tools during different phases of the home search process

nHow important “local” search terms and websites are for buyers

nHow mobile technology connects online to offline home buying—including the reading of online reviews

nHow video and YouTube satisfy buyers’ research needs

nThe role of age and gender in driving real estate decisions both on and offline

nTop states where online searches around first-time homebuyer tips, senior housing, and foreclosures are happening

n36% of new home shoppers utilize a mobile device while they are watching TV

Report Highlights Not to be Missed:

3

Source: 1. 2012 Profile of Home Buyers and Sellers 2. Google Internal Data, Q3 2012

The Digital House Hunt:The Online Path to Purchase in Real Estate

Section 1

4

5

Search Engines Play a Critical Role in the Real Estate ZMOTnHome shoppers using search engines are actively engaged, raising their hands asking

for more information or assistance.

Source: Google & Compete Home Shopper Study, 2011; Google & Compete New Home Shopper Study, 2012

Shoppers will perform

an average of 11 searches

prior to taking action on a real estate site

Home shoppers using

search engines are 9% more likely to take

an action on a real estate brand website than those who do not

search69% of home

shoppers who take action on a real estate

brand website begin their research with a local term,

i.e. “Houston homes for sale” on a search

engine

52% of actions on real estate brand site come directly from a

local search on a search engine

6

Today’s Home Shoppers are Likely to Conduct Their Research Both Online and Offlinen Real estate consumers who use the internet while researching a home are more likely

to use multiple sourcesnREALTORS® using offline marketing and sales channels should incorporate digital to

complement those efforts

Used Internet to Search

Did Not Use Internet to Search

Internet 100% 0%

Real estate agent 89 71

Yard sign 53 44

Open house 46 29

Print newspaper advertisement 28 25

Home book or magazine 19 9

Source: 2012 Profile of Home Buyers and Sellers

7

There is a Critical Mobile ZMOTn89% of new home shoppers use a mobile search engine at the onset and throughout

their researchnMobile applications are used by 68% of new home shoppers at the onset and throughout

their researchnRealtoRs® can employ various mobile marketing techniques to make sure they are

discoverable at the mobile ZMot

source: Google & Compete Home Shopper Mobile Survey, 2012

n Beginning n Middle n End n Throughout

When During New Home Research Mobile Sources Were Used:

Search Engine3%49% 40%7%

General News Websites9%31% 29%22%

Maps11%31% 37%18%

Applications3%24% 44%16%

8

Mobile New Home Shoppers Offer an Additional Source of Qualified Leads for REALTORS®

Other

Watch an online video about a home

Contact a brokerage other than by calling

Research mortgage financing

Read reviews

Locate a listing agent

Call a brokerage

Search a listing company's inventory

Compare features

Compare prices

Get directions to visit a home

Read general home information

0 5 10 15 20 25 35 40 45 55

Mobile new home shoppers

30 50

3%

16%

18%

20%

21%

21%

28%

35%

35%

44%

48%

51%

Source: Google & Compete New Home Shopper Mobile Survey, 2012

New Home Shopper Activity on Mobile Devices

99

New Home Research Happens on the Go

27+73+A77+23+A77% 31+69+A31%

27%

At work28+72+A28%

Waiting in line

At restaurant26+74+A26%

Other peoples’ homes


At home

Locations Where New Home Shoppers Use Their Mobile Devices

10

New Home ZMOT Research Happens Across Multiple Screens and Touch Points at the Same Time

36%


36% of new home shoppers use mobile and

TV at the same time

11

Video Satisfies Multiple Research Needs for House Hunters Representing Another Crucial ZMOTnOpportunity for REALTORS® to market to home shoppers in online video environments

Video Usage Purpose for Home Shoppers

Watch customer testimonials

Decide which company to purchase from

Watch instructional videos

Tour the inside of a home

70%

Obtain general information

54%

Compare features across multiple companies

44%

Understand specific features

38% 30% 25% 24%

Source: Google & Compete Home Shopper Survey, 2011

Find out more about a specific community

86%

12

YouTube Is the Top Video Research Destination for Home Shoppers

Usage of Online Video Home Research

0

10%

20%

30%

40%

50%

60%

Aggregator listing websites

Consumer generated online reviews

Google videoBrokerage websitesYouTube

51%

41% 37% 35% 33%

Source: Google & Compete Home Shopper Survey, 2011

The Digital House Hunter:Demographics & Offline Trends

Section 2

13

Today’s Buyers Purchase Homes for Many Different Reasons

Desire to own a home of my own 30%

Desire for larger home 11%

Job-related relocation or move 9%

Change in family situation 8%

Affordability of homes 7%

Desire to be closer to family/friends/relatives 6%

Desire for a home in a better area 6%

Retirement 4%

Desire for smaller home 4%

Desire to be closer to job/school/transit 4%


14

15

Typical Home Buyers Take 3 months to Buy, but Engage with Agents Earlier in the ProcessnLengthy research window yields many opportunities to reach home shoppers during this time

0 3 6 9 12 15

Repeat buyers

First-time buyers

Buyers who used an agent

All Buyers

Total number of weeks searched

Total number of weeks searched before contacting an agent

12

3

12

3

3

10

12


16

0 10 20 30 40 50

120 Days 40%

60 Days 17%

30 Days 7%

3 Weeks 4%

2 Weeks 3%

Same Week 5%

Same Day 24%

The Online Home Research Process is Also VariednNew home shoppers are undecided and shop around online, though nearly one fourth

complete an action on a real estate site the day they start researching

Research to Action Lag

78% of new home shoppers visit 3 + sites prior to taking action on a real estate site

Source: Google & Compete New Home Shopper Survey, 2012

Age Groups Who Registered to Buy/Sell a Home on a Major Real Estate Brand Siten31% of home shoppers who take action on a real estate site are aged 25-34, surpassing

all other ages

20112010

18-24 25-34 35-44 45-54 55-64

0

20

40

60

80

100

15%8%

24% 31%

27% 21%

18%19%

10% 14%

17

Source: Google & Compete Home Shopper Study, 2011 Buy/Sell Registrations in Q2 of each year

Men and Women Both Play Important Role in Real Estate Decision-Making ProcessnREALTORS® should consider both target audiences as they develop

their marketing messages

57% 43% 47% 53%

18

Source: Google & Compete Home Shopper Study 2011

Users Who Registered to Buy or Sell a Home on a Major Real Estate Brand Site

2010 2011

19

Agents Remain Central to Offline Research, Though Other Traditional Offline Channels Trail in ImportancenAgents bridge the gap between internet research and viewing/buying a homen88% of buyers use an agent and 67% use an agent frequentlynTV, billboards, and print channels play minimal role in research and decision-making

process for home shoppers

0% 20% 40% 60% 80% 100%

Billboard

Television

Relocation company

Home book or magazine

Home builder

Print newspaper advertisement

Open house

Yard sign

Real estate agent 67% 21% 13%

18% 34% 48%

12% 32% 55%

6% 22% 73%

6% 11% 83%

3% 15% 82%

2% 96%

4% 95%

4% 95%

n Frequently

n Occasionally

n Rarely or not at all


Offline Sources Used During Home Research

Housing Segments:Market & Consumer Trends

Section 3

20

Home Shoppers Rely on Agents and Open Houses to Bring Their Online Research Into the Real WorldnNumber of agent-related videos on YouTube

19,200 results for how to find a real estate agent88,400 results for real estate agent118,000 for buying a home21,800 how to get a mortgage loan

nFinding an agent and agent related searches on YouTube grew 46% year-over-year

nRising searches in “buying a house” categoryRenting an ApartmentRenting vs. BuyingHouse Buying ProcessRenting a House

nSearch terms in open house categoryOverall +23% year-over-yearFall +38% year-over-yearSpring +14% year-over-year

21

Source: Google Internal Data, Q3 2012

First-time Buyers Continue to Turn Digital to Inform Their Research nFirst-time buyer related searches on Google.com grew 5% year-over-yearn47% of first-time home buyers used the Internet to search for a home n52% of first-time buyers started their search onlinen77% of first-time buyers drove by a home viewed onlinenTop 5 states where “first-time buyer” category searches are happening:

Louisiana South DakotaDelaware Mississippi

Wyoming

n“First-time Buyer” category rising search items FHA Loan/FHA Home grants Home loan/Home loans Buying a home Home mortgage calculator

Home buyer assistance

22

Source: 2012 Profile of Home Buyers and Sellers; Google Internal Data, Q3 2012; Google Trends, Q3 2012

New and Existing Home Shoppers Both Rely on Digital While ResearchingnHome builder related searches on tablets grew

362% year-over-year.nReal estate brokers related searches on tablets grew

300% year-over-year.nNew home buyers place emphasis on virtual tours

and videos showcasing properties and communities.

nHome buyers who purchased previously owned homes are more likely to bring their online research offline by walking through or driving by a home they viewed online.

23

Source: 2012 Profile of Home Buyers and Sellers; Google Internal Data, Q3 2012

Senior Housing Shoppers Turn to the Internet to Aid Their Researchn75% of senior home buyers go online to search for a homen39% of senior home buyers began their research onlinen30% of senior home buyers first learned about the home they eventually purchase onlinenSenior home shoppers place high value on neighborhood information

& interactive mapsnSenior home shoppers also partake in these actions as part of their

research after looking online: Drive by homes, walk through homes view online, found an agent used to search or buy a home

nTop 5 states where senior-related housing searches are happening:Oregon WashingtonNorth Carolina Virginia

Nebraska

n“Retirement Home” category rising searches Retirement calculator Retirement homes houston Best retirement communities

Retirement homes denver

24

Source: 2012 Profile of Home Buyers and Sellers; Google Trends, Q3 2012

25

Some Real Estate Consumers Consider Foreclosures During Their Home Searchn Buyers who bought a foreclosed home with help of a real estate agent are more likely to

use the internet in their search.n Buyers of foreclosed homes place a high value on website photos, and detailed

information about properties for salen Foreclosed home shoppers are more likely than shoppers

not considering foreclosed homes to apply for a mortgage online, and look up more tips on how to get mortgage and general home buyer tips

n Foreclosure searches on desktop are up 7% year-over-year and 180% on mobile

n Top 5 states where foreclosure category searches are happening:Florida, Nevada, Georgia, Arizona, Illinois

n Top foreclosure category search itemsForeclosure homes Foreclosure listingsHomes in foreclosure Foreclosures

Mortgage foreclosure

Source: 2012 Profile of Home Buyers and Sellers; Google Internal Data, Q3 2012; Google Trends, Q3 2012

Vacation Shoppers Flock to the Web to Help Them Find the Perfect Second Homen 93% of vacation home shoppers used the internet during their

home searchn 56% of vacation home buyers started search their home

search onlinen P of vacation home shoppers used

search enginesn Vacation home category searches

Florida South Dakota Oregon South Carolina

Ohio

n Top vacation home category searches Vacation rentalsVacation home rentalsRental homesRental vacation homesRent vacation homes

26

Source: 2012 Profile of Home Buyers and Sellers; Google Trends, Q3 2012

27

Methodology:The Profile of Home Buyers and Sellers is an annual survey of recent home buyers and sellers. In July 2012, the National Association of REALTORS® mailed out a question survey to a random sample of 93,502 recent home buyers. The recent home buyers had to have purchased a home between July of 2011 and June of 2012. The Tailored Survey Design Method was used to survey the sample, which includes a pre-postcard mailing, the survey, a follow-up letter and a re-mailing of the survey. Using this method, a total of 8,501 responses were received. After accounting for undeliverable questionnaires, the survey had an adjusted response rate of 9.1 percent.

Google’s research leverages proprietary internal data from Google’s arsenal of research tools, as well as custom “path to purchase” Home Shopper studies and surveys that were conducted by the Google Real Estate team and Compete in both 2011 and 2012. In 2011, the focus was on home shoppers at large, while in 2012 the research focused on new home shoppers.

The Google & Compete study tracked clickstream behavior of anonymous in-market real estate consumers in Compete’s US online user panel. Behavior was tracked backwards 90 days from what was defined as a conversion, one of many signals of interest carried out on a selection of real estate brand websites. During the study, Compete used its 2 million person panel to analyze online real estate visitation and engagement over an 18-month period. The analysis included a variety of real estate sub-categories such as brokerages, home builders and aggregators. By analyzing users’ clickstream activity, or online

behavior in this way, Google was able to understand the duration of and resources used during the real estate research process.

Google and Compete honed in on activity during Q2 2011 and Q2 2012 specifically and looked at users’ completing a desired end action or “conversion activity,” on one of the many real estate websites. From there, activity was tracked backwards 90 days and the online behavior of those “converters” to uncover patterns and insights. Conversion events were defined as one of the following: registering to buy or sell, sharing a listing, submitting a lead form, using a mortgage calculator, viewing a contact phone number, and/or viewing directions to a home or agent office. Since home buying occurs offline, “conversion rate” refers to the number of users performing any of these actions divided by users who visit but do not convert within all of Q2 2011. This is a metric used as a proxy for user interest. A segment with a higher conversion rate can be seen as more qualified leads than those who convert less frequently.

Both research efforts also included a survey of in-market real estate seekers online; in 2011, the survey focused on home shoppers in general, with the survey reaching 923 respondents. In 2012, it focused on new home shoppers who utilize mobile devices, and reached 214 respondents.

Together, the clickstream and survey results brought to light a number of trends related to the online home seeker’s shopping habits and searching patterns.

executive summary mobile applications for realtors background · the home buying/selling process,...

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