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May 2008

May. 30, 2008 - Improving Prospecting Part 2 - Gesture and Intent and Beyond


It can be a daunting task for consumers to slog through daily MLS prospecting search results and even consumer-oriented web sites to find the listings they are interested in. With increasing property inventories, consumers will need to expend even more effort to find the properties that appeal to them in search results that will likely grow even larger. We can do better for them.

We need to ask ourselves, "When paging through search results, why do consumers click on this property or that one?" Usually, they've already set their search criteria and are only looking at properties in their desired geography, price range and (using residential as the primary example hereafter) the right number of bedrooms, bathrooms, required square footage, etc. Of course they desire a bargain, and are looking for properties that are the best balance of price and their other required criteria. But consumers are also highly visual, so they look at thumbnails and click on homes that match the style, exterior, and colors that appeal to them. That's obvious, right? Well, why are we making consumers page through dozens or even hundreds of properties every day to hunt out the bargains and to find the properties that appeal to them in other ways? We should stop continually sorting on a single arbitrary criteria, most typically price, and start presenting first and foremost the homes that meet the consumers' desires.

How can this be done? Other industries have already shown us the way. Once you look at a few items for sale on Amazon.com, they start showing you other items you might like to buy. Once you rent and/or rate some movies on Netflix.com, they suggest other movies you might wish to put in your queue. My favorite example might be Pandora internet radio, which lets you set some initial criteria for music you want to hear, then fine tunes your playlist as you rate the songs you hear or move to skip the rest of the song they are playing.

We can use similar methods. We can see what properties users click into to see details. With some application changes, we could probably collect information on and analyze how long they stayed on each detail page. We could collect information on what properties they email to others or request more information on. This can be a subtle task, termed "establishing intent from gesture", but we don't need to be subtle.  We could also, similar to the Netflix and Pandora approaches, have them actively rate properties as part of their search or even in a separate "getting to know you" activity. The rating can be as easy as "thumbs up, thumbs down", could be a more sophisticated five-star rating, and we could even ask what aspect of the property was the primary basis of their rating or have them rate different aspects of each property.  The more information we have, the more accurately the system should be able to order the properties shown to consumer to meet their desires. On sites where the consumer is identified via custom link tied to their identity or login, we can track more information over time, but even on anonymous usage sites we can collect some information. At any rate, if the consumer always clicks on two-story houses, on colonial houses, on houses with brick exteriors - we have the information (especially in the MLS system) to sort on and show them similar houses first.

Can this method ever be perfect? Of course not - especially since there are various qualitative aspects of property selection that we don't currently track data for at the current time, and therefore we can't use it in any type of automated process. When consumers are looking at photos and making those split-second judgments, they may look at landscaping, general conditions/curb appeal, and even house color (the trickiest of any criteria to use). Of course, if we start collecting sophisticated ratings (not just 'thumbs up/thumbs down') we can start increasing the amount of data we have an properties and use that information as well. For example, if 43% of 150 consumers rating a specific property poorly did so specifically because of property condition / landscaping, we know that consumers looking for homes in good condition and with good landscaping will probably not like that property. Yes, we have to answer the question of "What happens if the homeowner subsequently improves the condition" ... then there should be a new photo and statistics need to be re-set. But what if agents keep uploading new photos on properties to try to "game" the system? And so on. This isn't simple, by any means, and again, it won't be perfect - but our MLS prospecting results and public site search results could be a lot better than they are right now, and we owe it to ourselves and the consumer to try to improve the property search experience.

I should note that experimenting with this approach could even benefit the real estate professionals, providing them with business intelligence on properties they have listed or even giving them more insight into the buyers they represent. It may provide support to tell the seller that it's time to fix up the front yard or make other property improvements. And we've all heard the phrase, "Buyers are liars," that they can tell you that they must have one thing in a home, then go for something completely different. We could start collecting the type of information needed to more fully understand their needs and provide them with better service.

This blog entry was a continuation of Improving Prospecting and is complementary to Future of MLS Features - 2008.
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May. 27, 2008 - Information Security Quiz for Non-Techies

I received yet another call from a  company that had suffered an information security breach and now needs help to assess and address issues. I  hate when companies wait until this point to start dealing with security. Everyone is stressed out and demoralized. Worst of all, in this case right after the breach they immediately fired the CTO - the person I would normally be working cooperatively with and providing a hands-on education on information security practices. IMHO, since the executive didn't have a comprehensive information security policy lifecycle in place to address the type of issue that cause the breach, he should have been fired himself, as he was to blame!


This is a quick five-question quiz for brokers and executives (not for techies) that can be used to gauge whether your business is taking key steps to protect itself from information security breaches.

  1. Does your business perform initial background checks on staff?

[ ] Yes  [ ] No 

Without employee screening – initially and ongoing – you could be putting private consumer information at risk and exposing your company to privacy liability issues resulting from identity theft or other misuse of your client’s private information.

  1. Are office visitors ever left unattended in employee areas where computers are left logged in or sensitive information is on desktops or in unlocked filing cabinets?

[ ] Yes  [ ] No 

Physical security is often a far bigger risk for information security than computer settings. Whether it’s a backup tape, a piece of paper from the listing or closing process that has sensitive consumer information on it, or information on an employee, physical security is your first line of defense in information security.

  1. Do you have security policies covering everything from how to handle sensitive information to how to securely install and configure computers? Are new employees trained on these policies initially and are veteran employees “refreshed” at least annually?   

[ ] Yes  [ ] No 

Policies and procedure are the bedrock of an information security program. Without a thorough set of policies educating employees on how to help your business stay secure, and without ongoing education, monitoring and enforcement of policies, it’s likely that best practices in information security are not practiced in your business.

  1. Does your IT person run a number of security tools on your web applications, network and all of your servers, workstations and laptops at least once per quarter (ideally each month) and give you an executive-level status update on the security of your applications, network and computers?

[ ] Yes  [ ] No 

Your IT person should have some formal education in information security, have a complete security tool-set, use it regularly, and keep the broker/owner/CEO apprised of risks, so that you can take management responsibility for information security and allocate resources to address emerging risks.

  1. Have you had a security assessment performed by an independent third party in the past two years, reviewed the results with them, and understood your risks and created a project plan to address those risks?

[ ] Yes  [ ] No 

Information security is a specialized field – it takes an outside, independent expert to reliably assess the risk so that you can take steps to improve your business’s security practices.

If you answered any of these questions with a ‘No’, then you may want to think about taking a more active role to manage your company’s information security exposure. A security breach can cost six or seven figures to recover from and can also cause significant damage your organization's brand and reputation.  

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May. 24, 2008 - Limiting Internet Use to Protect Your Company

The most innocent employee activities can have the worst security consequences for employers, and uncontrolled Internet use is a perfect example of this. Employees visit sites where they download content violating HR policies, share 'entertainment' sites and videos that distract other employees from work, and even download malicious software that can cause network compromise. Instant messaging (IM) has many of the same issues. What can be done?

The first step is to enact a firmer Web and IM use policy. At its most stringent, the policy can ban IM use and restrict Web use to mission critical web-sites – but that can create a less than pleasant work environment. A less strict IM policy may be to allow IM use only between employees, restricting employees to an 'internal-only' IM identity, not allowing them to IM with outsiders, and not allowing advanced IM features such as file sharing, audio or video. A less strict Web use policy might only allow traffic to specific, approved, non-work-related web sites. Even if management goes further and does not significantly restrict Web use, it's still important to have policies. While not an exhaustive list, a policy might include statements such as the following:

  • Employees must only use approved software to access the Internet, and software configurations must not be changed by employees without manager approval, including installation of browser plug-ins and Active-X controls.
  • Any personal use must not interfere with normal business activities, must not involve solicitation, must not be associated with any for-profit outside business activity, and must not potentially embarrass the company.
  • The Internet, including the Web should not be used for the transmission of any offensive, obscene, defamatory or illegal materials.
  • Employees must not download executable files from the Internet unless that download is required for performance of their job, and in that case programs should only be downloaded from trusted sources, with extreme caution.
  • Sensitive information about employees, customers, or other company-confidential information should never be published to the Internet.
  • There should be no expectation of privacy when using the company network and that traffic might be logged and reviewed to ensure policy compliance.

Policies are good, but do little to protect your company on their own. It is important that employees are regularly educated and re-educated on all of your company policies. Your company can be further protected by putting technical solutions in place that reflect the policy and enable monitoring and enforcement, or even take steps to proactively either only allow the limited uses you define or allow a broader range of use but stop prohibited uses. Clareity has guided many clients through the maze of technical options.

Clareity strongly encourages its clients to make considered choices about employee Internet use, implement policies that balance risk and benefit, and take steps needed to monitor and enforce such policies, including implementation of appropriate technologies to protect their company from security and other risks inherent in Internet use.
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May. 21, 2008 - Single Sign-On (SSO) Legal Compliance

Some organizations have implemented Single Sign-On (SSO) without properly understanding the legal risks, providing the education to manage those risks, or putting in place the appropriate legal processes and documents. Such processes and documents should be in place and accepted by all of the SSO participants BEFORE utilizing SSO technologies.

My "sister company", Clareity Security, has added a number of important Single Sign-On (SSO) resources to its web site, especially for MLS operators, brokerages, and real estate software and settlement service providers implementing SSO. The most recent addition is a Single Sign-On Legal Compliance paper, prepared in consultation with noted attorney John H. Rees. Clareity Security is releasing this document to encourage real estate organizations implementing SSO to take the appropriate legal and business steps prior to implementation. Note that that document and the sample contract language are provided only as a resource, and are not intended to substitute for and do not constitute legal advice. 

The site also includes a video introduction to SSO and links to the SSO toolkit that software providers can use to implement SSO securely.

The SSO section of the Clareity Security web site, including links to all of the items mentioned above, is here: http://www.clareitysecurity.com/sso-video/
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May. 19, 2008 - Improving Prospecting

While at the NAR midyear meetings I had some great conversations with attendees about my recent "Future of MLS Features" article, and I was prompted for some of the additional "incremental change" ideas that I had referenced in that article. I provided a few ideas to those industry colleagues that asked, and here's one of those ideas: how prospecting should be improved.

Prospecting, for those who don't deal with it all the time, is the capability for an MLS user to add a contact (usually a consumer, known as "the prospect") and perform one or more searches based on the prospect's property search criteria, the results of which would be sent to the prospect on a regular basis so that they can interact with the real estate professional and  let them know what properties are of interest. In some systems, an HTML email with the property information is sent to the consumer, in other systems just a link to a search results web page is sent to the consumer. Different MLS systems provide differing prospecting workflows, as well as a great number of options and additional functions around this core, but basically they all do the same thing.

The assumption made when this feature was created was that real estate professionals would use it to work with consumers with whom they had an established relationship in order to show the consumers properties more efficiently than they had in the past by driving them around or meeting to show them properties in the book, MLS, etc..  Unfortunately, some users started using the feature to send repeated unsolicited emails  to people they have no relationship with. I've heard that some brokers have people that do nothing but set up such problematic prospecting searches - and such users are sending out thousands of emails a day that should not ever be sent out. The result of these activities is that MLS systems run slower with the extra load and MLS providers' email servers are heavily taxed and put on SPAM blacklists, which in turn results in legitimate users' prospecting emails to clients being rejected. The scale of this problem is large, and MLS providers spend significant resources trying to maintain their "white list" status.

How can we solve this problem by making changes to how prospecting works? The answer is two-fold.

The first part is to stop automatically sending out unsolicited emails day after day. This can be accomplished by having the first email sent from an MLS system user to a prospect be more of a generic introductory email, the purpose of which is to encourage the prospect to either opt-in or opt-out. If the prospect does not opt-in, then the system does not perform the regular prospect searches and send them additional emails. The MLS user could be allowed to manually re-send the invitation email, to address issues with emails that have gone awry. Various additional features would need to be put in place to prevent "gaming" of this system (e.g. prevent the user from sending to one email address [that they control] to accept the initial invitation, then change the email address to the prospect's and send without additional opt-in confirmation) - but I am confident MLS providers could be smart in their implementation.  But still, this step alone is insufficient to address the whole of the problem...

The second part is to track, on a user-by-user basis, the percentage of prospecting invitations that are never responded to (possibly because people are afraid to click on any link in a SPAM message), those accepted, and those opted-out of. MLS staff should be able to access a report showing the percentages and numbers of each within a time period, sorted by those users with the highest percentage of opt-outs and non-response, with the ability to see the statistical break out and drill down to review all prospecting activity. Those users with exceptionally high percentages of opt-outs and non-response must not have an established relationship with those to whom they are sending prospecting invitations. If the MLS put rules in place regarding prospecting use, this type of reporting capability would allow MLS staff to put appropriate practices in place to provide the monitoring needed for rule compliance.

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May. 16, 2008 - RETS is not just an "MLS Thing"

During the NAR meetings I had the opportunity and privilege to help staff the RETS booth, and one booth visitor in particular piqued my interest. The visitor was a developer for one of the major broker back-office applications and expressed that he had integrated with a number of MLSs and was getting more comfortable with RETS, but he was still perhaps a bit fuzzy on RETS as one of those "MLS things".

It really brought home for me how MLS-centric a lot of the RETS effort has been, since RETS really should be providing a tremendous efficiency benefit to brokers and agents beyond the area of the MLS system, moving data efficiently and error-free from forms packages to broker systems and between all of the various broker and agent systems where real estate professionals are performing duplicate data entry.

When I expressed those thoughts, I think it was a real "Ah hah!" moment for that developer. I hope that he and other non-MLS developers continue to become more actively engaged in the RETS effort, and that RETS brings efficiencies to all of the systems in use by real estate professionals - not just MLS.

The message I think we need to get out there?
RETS is not just an "MLS Thing"
RETS is a "Broker Software Thing"
RETS is an "Agent Software Thing"


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May. 9, 2008 - Future of MLS Features – 2008

Introduction

The purpose of this paper is to generate discussion on possible MLS system future features by providing a big picture view of the changing relationship of real estate professionals with each other and with consumers, the changing relationship of local and regional MLSs with each other, and to illustrate, at least at a high level, how these changes may be either enabled or reflected technically in the MLS system of the future.

This paper is not focused on detailed description of what features are popular already today, for example:

  • Mapping bird's eye or street-level views
  • Big pictures in slideshows and flyers
  • Total MLS staff control over fields, reports and business rules
  • Easy setup/management of RETS data feeds
  • Single Sign-On (SSO)
  • Public records data intermingled with MLS data in reports and improved statistics

This paper also does not focus on the usual incremental changes to current MLS features, but rather explores the future of MLS systems and their role further ahead.

Clareity always advises our clients during their MLS system selection process focus on the core features ('the steak') and not be overly sold on other features ('the sizzle'). Too often, a largely volunteer based Task Force can be swayed by a single 'sizzle' feature, and forget that most importantly the system must perform core functions such as listing input and search as efficiently and accurately as possible, and that the system must have high availability and fast performance. With some of the more popular MLS vendors currently having significant issues in these core areas, I want to make sure that this paper is not seen as a call to take your eyes off the system core. That said, the definition of core functionality has expanded somewhat in recent years and will continue to expand and change – and we can't ignore that either. 

By consulting for many MLS vendors over the last decade, Clareity has strongly contributed in the development of the product vision for today's modern MLS system.  Clareity was a strong proponent of features such as integrated contact management and CRM, functionality for assistants and teams, and coordinating all of the leading real estate software vendors on Single Sign-On (SSO) technology and information security improvements. Not every feature we've thought up or recommended has been adopted though. Some ideas, such as good uses for automated valuation models (AVMs), Clareity has advocated for many years, but it took Zillow and Zestimates® to serve the MLS and brokers a wake-up call.  AVM's are just now starting to be integrated properly, in just a few MLS systems, using high quality AVM tools from companies like First American and Cyberhomes.com.

What follows in this paper are some of the cool features from my MLS product development notebook. Hopefully some of these features will show up in your MLS system of the future.  If you like one or more of these features, ask your vendor for them (or build it yourself, home growers!).   

Mapping: Not Just About Showing Property Location

Mapping has currently been used in MLS systems to show the location of properties, and occasionally through data layers and other interactivity, to show information about the property and its surrounding areas. However, mapping has a lot more promise than it has been used for currently.

Mapping can be a great tool for communicating agent knowledge about neighborhoods and communities. In some systems there is currently a way to turn on specific categories of "points of interest" (POI), but does it really help a gourmet seeking a home in a high-end community to show them every McDonalds and Burger King in a two mile radius? Not at all – rather, if the agent shows the consumer that map, it demonstrates that the agent doesn't understand their client. It definitely doesn't show the client that the agent is the neighborhood expert and can help interpret the plethora of information available. So, one key feature for turning maps into a useful tool to build a bridge between agents and consumers is allowing the agent to customize the map, edit the content shown to the consumer, and add user generated mapping content.

Illustrated below, an agent is showing the listings desired by the consumer alongside some specific restaurant and shopping options. You can see that in the Bistro detail shown, customized text and additional information has been entered by the agent, showing the client that they know the neighborhood, and have been to this restaurant before.

For example, if the prospective buyer had a child that studied karate, the agent could have added the nearby dojo to the map, along with the commentary "I think Suzy will really like the karate instructor at this dojo." Or, if the buyers had children in elementary school, the agents could add rich, relevant and even personalized content about the local schools as well.

The key to successful user generated mapping content is for it to be very easy to add the content. It must be easy for agents to add new custom points of interest, pre-fill basic information from existing data sources, and create content libraries that they can leverage to create custom maps for consumers with a minimum of entry or re-entry.   Getting these workflows right is critical to feature adoption.

Another area of mapping that could be greatly enhanced is to use mapping layers to show demographics. In many surveys Clareity has performed, agents seem very skittish about this – especially when it comes to showing crime maps. Some agents have legitimate reasons for skittishness – fear of being accused of steering or other violation of fair housing laws are valid concerns – but it's up to real estate professionals to provide the consumer the information they want and need to make a buying decision. If consumers want it and the real estate practitioner won't provide it, they'll get it elsewhere and the value perception of the REALTOR® will continue to decrease. As former NAR president Billy Chee said to me back in 2002, "The consumer is the lion coming over the hill."

Mapping also has great power to display complex information in a way that's very easy for people to interpret. One of my favorite visualizations is the 'weather map' or 'heat map'. Consumers can readily obtain heat maps from Trulia, Zillow, CyberHomes, and others, but not from their agents. Why is this? While some MLS systems already have heat maps to show days on market or price per square foot, it's easy to imagine other heat maps with even more useful information.  The example below shows what areas are 'hot' or 'cold' for investors by showing appreciation over time. Such maps could also show vacancy and absorption or even percentage differences between initial asking price and final asking price or sale price, or even show shading representing the percentage of properties in foreclosure.

investment-weathermap.jpg

I've shown 'heat' two ways on the map above – with colored icons and with color shading. It's probably only necessary to use one method or the other. Icons will certainly be technically easier to implement than shading, though at a wider zoom level area shading may make more sense.

Bridging the Gap between Internet and Installed Software

Why make the consumer open up a web browser and go to a web site to see their latest prospect matches? Why even expect they would check their email? Why not 'push' the results right to their computer desktop and get the information right in front of them when they start up their PC?   This is both convenience to the consumer and value-add to the agent.

The illustration below shows two Widgets that I created back in 2005 – one designed for the consumer showing the results of a prospect search, the other for the real estate professional, showing listing activity in their market area, along with what emails, inquiries, and tasks would await them when they logged into the MLS.

konfabulator-realestate

Toolkits by companies such as Google and Yahoo!, as well as widget capabilities built into Windows and Mac OS, make widget creation fairly easy. Coldwell Banker added a very simple widget to their web site last year, but I'm imagining much more sophisticated widgets, especially for professionals. Recently, I've begun to see capabilities developed to allow even more bridging between the Internet and the desktop – where the widget can store some data locally and provide some functionality even if the user has gone offline. As this technology evolves, I expect that the opportunities opened up by its use will continue to grow.

Integration of Broker System Features

At some point I expect, or at least hope, that MLSs will have much deeper integration with broker back-office systems and/or build in more broker features. There would be significant broker data management and workflow advantages to building features into the MLS such as:

  • Lead Generation / Management tools
  • Marketing tools
  • Competitive analysis for Recruit/Retention
  • Content syndication tools (listing distribution to other web)
  • Productivity / profitability measurement tool

To dig a bit deeper in one of these areas, an agent productivity / profitability measurement tool may include such elements as:

  • Income and Expense Tracking
  • List/sell/total production graph and chart
  • Drilldown by month / week / day / date range
  • Drilldown by enterprise / office / team / agent / listings
  • Productivity modeler (Actual / What If)

The "what if" modeler may allow for adjustable components such as commission splits, selling office commissions, desk cost coverage %, closed to list ratio, average marketing time, transactions to list ratio, and more. The system would then be able to show total $, GCI, agent $, company $, market $, desk $, net $, and $ change (from previous and base scenarios).

These types of features have been in various different broker tools – but really depend on the MLS for the data to properly implement them. Again, either the key will be deeper integrations with existing products or building these types of tools right into the MLS.

Features to Better Support Agents

Most MLS features are focused on the agent, but there's still more that can be added to the MLS for them, including:

  • Listing presentation or other marketing pieces as robust as the CMA w/ MLS sales statistics and showing data integrated
  • Buyer's agent presentation
  • Easy mail merge marketing pieces w/ tax data
  • A chart/report showing housing value increase or decrease within specific search criteria - to detect price trends within a specific neighborhood - and the ability to set alerts if sale price conditions start to occur for a specific search.

As MLSs continue to regionalize and engage in data shares, creating a better system for agents to find each other and provide referrals will be increasingly important. I believe that more advanced roster search functionality will be important if an agent in one area needs to be able to find the agent in another area to best serve their client.  Being able to see who is the expert in the types of properties desired by the client and who is most experienced and 'best' at facilitating buying or selling those properties via statistical analysis is key. Potentially there would even be qualitative agent ratings, open to other real estate professionals or even the consumer. Like eBay ratings, there would be a way to address disputes. There are already a number of web sites providing mechanisms for agent ratings – why wouldn't "organized real estate" want this mechanism to be someplace where we could manage the rules around it and have it integrated with other agent information and statistics?  Consumers will have access to several agent rating services – this is inevitable – because everything is being ranked on the Internet.

Integration of Appraiser Data

Will appraisers ever be brought into the fold? Every few years this comes up and new appraiser platforms such as Zaio are developed – though usually they have not succeeded in the long term. Why separate appraisal systems from the MLS system - is there not synergy? Shouldn't data standards such as RETS be worked on together with appraisers? How will they be incented to participate in a common data platform, so that everyone benefits?

RETS Implementations

Continued improvements in the ease of setting up listing syndication and even accepting listing input from broker systems will be possible as RETS continues to evolve. I think these are core MLS functions, and will change the role of the MLS system as diagrammed below. A lot more detail on this subject is available in a separate paper, available from http://www.callclareity.com/MLSsyndication.cfm

MLS of Near Future

MLSs will also need to work to address the security of listing data either being syndicated or even exported directly from the MLS. Because of that latter element of the problem, use of secondary products will always leave a significant issue unattended – unless the solution is 'baked into' the MLS. None of the MLS systems on the market today have established effective controls for solving this issue, though Clareity Consulting attempted to get the ball rolling by sharing plans for such as a system with all the major MLS vendors back in 2004, in a document titled, "Protecting Against Illegitimate Use of Data by Legitimate Users: Processes of Data Licensing, Delivery, and Use Monitoring".

The core of the system, diagrammed below, is to include a process for data use licensing, request and delivery, and verification – all built right into the administrative user's view of the MLS. MLSs could get a handle on where the data should be via the licensing process, data and images would be individually watermarked (yes, I know that data watermarking is a tall order), and methods of efficient compliance management put in place.

data tracking

 

I've got to admit that I'm not sure the perceived cost/benefit model will ever make it likely that such a system would be built – but I'd like to see this issue addressed. Once weaknesses in MLS user authentication and protections against hackers are put in place, this area is the largest security challenge for any MLS.

Social Networking

Real estate is, by its nature, a social business - so another area where both standards and deeper integrations may come into play is in social networking. Various major social networking sites have explored development of a common programming interface (API) for social applications across multiple applications - for example the OpenSocial standard (http://code.google.com/apis/opensocial/).  If MLS functionality expands its capabilities toward social networking, it certainly would be interesting to see how the MLS could interact with other applications through such interfaces, opening up whole new possibilities of how real estate professionals interact with their colleagues and clients.

The Original NAR "Future of MLS PAG" Vision

Originally, the NAR "Future of MLS PAG" vision was to have a central back end data repository, allowing for front-end interface of choice, provided at the local brokerage, MLS or association, vendor, and franchise levels, along with a baseline front end available through the NAR. Diagrammed below, this wasn't a bad idea, though the MLS PAG has since evolved its vision toward something that has seemingly little to do with MLS.

MLS of the Future

I still think the original vision made a lot of sense, especially at the natural market region level, then being linked together into larger areas. Of course, most MLS systems are not currently architected to use separate back-end databases, but I expect this will change in the future.

Lastly, to facilitate the regional data share process, or even to make it possible for brokerages/agents to have their own custom data shares beyond a single region, MLSs will need to make it easier to automate creation of data mash-ups from different MLSs as much as possible. I imagine a data mapping expert system that facilitates inclusion of multiple data sources, automatically mapping data to a common set and "wizarding" corrections and additional mappings. Of course, the system would still need to reflect the data mapping into reports, statistics, and other parts of the system.

Conclusion

Clareity Consulting is constantly researching new ideas for MLSs.  Our expert consultants are regularly engaged in the product management and development process with leading MLS vendors and home grown systems. Through end-user surveys, interaction with MLS executives and staff (80+ of top 100 MLSs have been clients of Clareity), our annual Workshop and attendance at MLS system sales demos, Clareity is constantly taking the pulse of the industry, in terms of what features are desired in an MLS system. But Clareity goes beyond this research, and is always looking ahead.

One of my favorite product-development related quotes is from Henry Ford, great automotive pioneer, who said, "If I had asked people what they wanted they would have said faster horses." There's a lesson in that quote for MLSs that say, "We're member driven," and for MLS vendors too focused on the mantra, "We're customer driven." It's important to listen, but it's also important to innovate and lead.

Those who wish to keep the functionality of the MLS more limited may insist that the role of the MLS should be constrained to only those functions needed for the facilitation of cooperation and compensation between brokers. That is, of course, the core of the MLS, but it should also be recognized that the MLS is the core business platform for agents as well, and that the MLS may need to continue to expand to support their needs in a multitude of ways.

What has been described above may be of interest, perhaps may inspire, but it's up to you. We in this industry often passively ask ourselves and our peers, "What is the Future of MLS?"   I think we need to take a more active, thoughtful role. To reference a quote attributed to Allan Kay of Apple Computer, "The best way to predict the future is to invent it!" MLS vendors and regional MLS operators can create the future of MLS, both supporting and driving the way local and regional MLSs interact with each other and the rest of the industry, and enabling REALTORS® to interact with consumers in new ways, preserving and enhancing their value as well as the ongoing value of the MLS system itself.


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Matt Cohen
Matt Cohen has consulted to MLSs, Associations, franchises, brokerages, and many real estate industry software companies for over 12 years. Matt is a well-regarded real estate industry expert on industry trends, software design, product management, project management, and information security. Matt speaks at conferences, workshops and leadership retreats around the country on a wide variety of MLS-related topics.

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Disclaimer: The opinions expressed on this blog are the responsibility of the author and do not necessarily reflect the opinion of my employer