Archive for the 'Uncategorized' Category

Quantity and Quality

Fellow Nestoriticians!

Today we wanted to give you a bit more insight into some of the challenges we face in building Nestoria. In attempting to provide our users with the easiest way to search for property in the UK we consider four major factors: comprehensiveness, usability, relevancy, and freshness.

Comprehensiveness is seemingly the simplest to measure of these parameters. Essentially it is asking - “how many properties are there in the database?” As with many things though that at first glance seem simple, the actual answer is not so easy. The question is whether you measure the gross number of properties or the net.

Of all the raw properties that come in, we unfortunately find some that are spam and of course we don’t want to show those to our users. Next, we also attempt to remove non-residential properties. Then there is the significant number of sold or ’sold subject to contract’ homes that we need to strip out. Detecting all of these types of ‘bad’ listings is conceptually straight forward (which isn’t to say we’re perfect - don’t hesitate to let us know when one has slipped through our nets).

The final challenge we face is a bit more difficult. Because we have listings from many sources we often have to grapple with duplicates - when we have the same property from multiple sources. This is often not trivial because the same house can have a different description or slightly different address details. Often the data from different sources disagrees slightly; source A may tell us the property is a freehold, while source B thinks it’s a leasehold. With limited and/or conflicting information the decision about what is and what isn’t a duplicate isn’t always clear. And of course the universe of properties we have to consider is continually changing - homes are continually coming on and off the market.

One possible solution you might propose is to analyze the photos of the property. This occasionally works, but even if they are the same original photos they may have slightly different size, cropping, sharpness, red-eye-reduction (just kidding), or image quality. All which makes the images look the same for the human eye, but different for a computer. Here are some examples we found recently of duplicates with slightly different photos of the same house:

duplicates

Rest assured, dear property searcher, we’re continually fine tuning the Nestoria algorithms to catch them all and only show you relevant results, rather than showing you the same home again and again.

More about the other aspects of creating a compelling search engine experience soon.

Nestoria Interview - Mike Price - MLPodcast

As part of our ongoing series of interviews with thought leaders from the online property sectors, today we look across the Atlantic to interview Mike Price, President of US based firm 360Podcast, parent company of MLPodcast. MLPodcast provides innovative tools to help agents utilize new audio and video technologies to market their properties.

Mike’s is a regular blogger, and his recent post about “Real Estate 2.0″ captured the dual sense of opportunity and anxiety many in the property industry feel about new technologies.

Mike, thanks for taking the time to speak with us.

1. Talk a bit about some of the new technologies MLPodcast is developing, and how you see agents use this technology to generate deals.

Our clients are taking advantage of syndication to increase exposure to their listings. Having a listing enhancement like a virtual tour or flash video is good, however, it makes the assumption that a consumer has already found the listing. Podcast feeds allow us to aggregate not only videos, but data and keywords into a broadcast. We’ve spent over a year building a network of search engines and directories that accept podcast feeds. By submitting to this network our clients are greatly improving the chances of listing being found, either in a direct referral from a portal or directory, or through organic searches in Google, Yahoo etc. We have access to a couple of client’s log file data for their domains and the results have been nothing short of amazing.

We have several exciting new features being released in stages including a new ordering and client tool system. We’ve also recently added some additional voice talent for narration and new music tracks. The MLPodcast video directory will be undergoing some major changes in the near future as well.

2. Technological innovation is of course nothing new. Nevertheless it seems the pace of change over in online real estate has really accelerated in the last year. What do you attribute this to, and what are the major trends that you see gaining widespread adoption?

There are several factors that have an impact on the issue. Consumers have become much more comfortable and adept at using the web. As a result they are placing more demand on the industry to get more creative with marketing. Smart brokers are using technology to morph into business models that combine the best of traditional practices with features and pricing that yield to customer demand. If that eventually means higher volume and lower margins, technology will be a key component to making it work. On the other hand, models are emerging at the luxury end of the scale that will place emphasis on lower volume and higher margins through new revenue streams. I think in between you’ll see several hybrids of different business models. The real estate professional of the future is going to need a decidedly different skill set. One of those skills will rely in how nimble they can be, luckily enough, technology, applied correctly, affords the ability to react to shifts in the industry and reshape business models without the need to start over with a completely new investment or infrastructure.

3. What are your thoughts on the developments specifically in the property search sector in the last 18 months?

Forward thinking companies like Nestoria and Trulia are using web technology to improve the consumer experience when it comes to searching for property. An article in Inman news today had a great quote from a broker. “Tony Floyd, senior vice president for Prudential Georgia Realty, said, “I don’t view Internet marketing companies as competition, I view them as enablers. Some are better, some are worse than others,” he said.” I think that sums it up. The real estate industry has had enough time to figure out that the Lion isn’t coming over the hill. The only thing they have to fear is their own complacency in terms of coming to grips with how technology and the web effect the way they do business.

4. What are the challenges you think a vertical search engine for property like Nestoria faces?

From a competitive standpoint I think my concern would be in continually adding value to the service, both in terms of consumers and the real estate industry. Of course there’s the challenge of capturing as many listings as possible. You have a great challenge/opportunity to add to the traction you enjoy now by moving into as many markets as possible. Then there’s the biggest challenge of all, revenue generation. If advertising alone isn’t enough to sustain a good ROI for your investors, creating new streams of revenue by providing additional products to the Real Estate industry could become necessary.

I wish you the best of luck!

Thanks Mike, you’ll be happy to know we’re continually working on adding value. Keep up the innovation! For anyone interested in tracking Mike’s progress we highly recommend subscribing to his Web 2.0 For Real Estate Pros blog.

past Nestoria interviews: Prashant Agarwal, Paul Carr, Steve Coast
Who would you like to see interviewed next? Let us know.

For those that are interested, we’ve also launched our interview series on our Spanish blog with this week’s interview of Javier Martín.

We’ll miss you Chris

At Christmas it’s traditional for companies to send gifts to their big customers or people who have helped them over the last year. Nestoria is a small start up, and we do our best to stay frugal. As the holiday season rolled around last December we decided we would only get small gifts for the handful of people who had truly helped us over the last year.

In total we sent out five Christmas gifts, and one of those was to Chris Lightfoot.

Besides being a founder of Mythic Beast - the company that hosts this blog - Chris was one of the leading developers behind mysociety.org the volunteer group behind such innovative sites as TheyWorkForYou. Chris did an immense amount to promote civic involvement and data freedom in the UK.

Chris died several weeks ago and will be sorely missed.

There is an official post at Chris’s blog as well as a summary of just how important and influential his work was over on the mySociety blog.

Our warmest sympathies to his family and friends.

Merry Christmas!

Warmest holiday greetings to all of you from the Nestoria team! Enjoy the time off.

 

Nestoria

A room with a view: Famous London landmarks

When buying a home, there are several factors that need to be taken into account. At Nestoria, we like to think that perhaps the view from the property is one of them. Wouldn't we all like to live in penthouses with the odd floor to ceiling window? But what would you like to see out of said window? 

In order to help answer that question, and in the name of fun and interest, we've added some of the most famous sights/landmarks in London to our database. For example, if you'd like to peek out of your window every morning and have the chance of spotting Tony, you could search for 'flats near 10 Downing Street'.

We've added a number of locations, here's some to get you started:

flats near 10 Downing Street

properties to rent near Buckingham Palace

flats near London Eye 

flats near Trafalgar Square

flats near Tower Bridge

flats near Millenium Dome

Of course, we'd like to promise everyone a great view of their chosen landmark from every property on the results pages, but we can't. There are always posters. Sorry.

Have fun!

 

 

London mapping events

While normally on this blog we focus on events here at Nestoria , today I wanted to dash off a note to bring your attention to two great mapping related events going on here in London.

First off, this weekend I went to see the excellent new exhibit at the British Library London: A Life in Maps. A great display of maps of the capital through time, ranging from Roman maps, to dramatic renderings of the Great Fire in 1666 and the reconstruction, to German maps printed for the planned invasion. There's even a cool map from the future showing what the tube will look like for the 2012 Olympics. For anyone interested in London or mapping in general this exhibit is a great way to spend a few hours. My one complaint was that there was no mention of OpenStreetMap and the emergent trend of open source cartography. Overall though, I can highly recommend this exhibit.

Secondly, Tonight at the ICA Steven Johnson and Brian Eno will be discussing Johnson's new book The Ghost Map, about John Snow and his cholera map. For those that don't know, we discuss our spiritual affinity for Snow on the Nestoria "about us" page. This is sure to be an interesting discussion. I'm not sure if tickets are still available.

Know of any other mapping related events in the London area? Please let us know.

Remember, Remember …

the 5th of November. Enjoy Guy Fawkes day this weekend, Nestoria fans.

Nestoria Guy Fawkes logo

have fun, and play safe.

Train(station)spotting

For a while now, you’ve been able to search for properties close to tube stations - simply by searching for the name of the tube station. e.g. properties in Oxford Circus Tube

As of today, it is also possible to search by DLR station like (e.g. properties in Prince Regent), or mainline station (e.g. properties in Liverpool Street Station).

We believe that this is an incredibly important feature - public transport is very much at the centre of London life and so, a key factor in deciding where to locate.