{"id":43281,"date":"2025-01-23T16:30:53","date_gmt":"2025-01-23T16:30:53","guid":{"rendered":"https:\/\/peraltafinancing.com\/business\/real-estate\/matching-algorithm-for-finding-the-right-home-makes-virtual-searches-real\/"},"modified":"2025-01-23T16:30:53","modified_gmt":"2025-01-23T16:30:53","slug":"matching-algorithm-for-finding-the-right-home-makes-virtual-searches-real","status":"publish","type":"post","link":"https:\/\/fivemor.com\/?p=43281","title":{"rendered":"Matching Algorithm for Finding the Right Home makes Virtual Searches Real"},"content":{"rendered":"<p> <br \/>\n<\/p>\n<div>\n<p>One good and bad bit of COVID-related real estate truth is that the process has been given a hard shove into the virtual. \u00a0 The move does help fill the in-person void created by new social distancing norms, and virtual tools will forever be part of a \u201cmore efficient process.\u201d \u00a0 But has the <em>home-finding <\/em>calculus changed for the better, or is the value mostly entertainment provided by fun technology?\u00a0 Is there a matching algorithm for finding the <em>right<\/em> home?  The black and white TV is now color.\u00a0 The coat hanger antennae replaced by cable.\u00a0 Game Shows replaced by Game of Thrones.\u00a0 You are still sitting on your couch.\u00a0<\/p>\n<h3 class=\"wp-block-heading\"><strong>The Reality of Finding the Right Home<\/strong><\/h3>\n<p>We created a new level of home matching that touts new tech, but our fancy algorithm is more than just fun, it actually solves the problem in a new and actionable way.\u00a0 We wanted make matches based on you, not everyone like you, wanted.\u00a0 We wanted to reframe the process, to consider non-practical factors and how images and interactions could contribute to the experience and the result.\u00a0 We wanted to respect, and create, the emotional value of finding the right home.\u00a0 And we wanted to get you off of the couch.\u00a0\u00a0\u00a0<\/p>\n<p>Here\u2019s the gist of it.\u00a0 First we reverse the process by starting with the components of <strong>design and desire<\/strong> rather than a list of loosely fitted pragmatic calculations.\u00a0 We personalize your profile based on the images and styles in the places that you like, the comparisons you make, the ones you save and ones you spend the most time considering.\u00a0 Maybe it\u2019s the layout of a <a href=\"https:\/\/www.purlin.com\/city\/9841\/CA\/Manhattan-Beach\/for_sale\/style=modern,photo-type=kitchen,price=luxurious\">kitchen in a Manhattan Beach<\/a> Mediterranean, for instance, or the d\u00e9cor of a <a href=\"https:\/\/www.purlin.com\/neigbourhood\/9826\/CA\/Malibu\/Eastern-Malibu\/for_sale\/style=modern,photo-type=bathroom,price=opulent\">bathroom in Malibu<\/a>.\u00a0 Missing from current \u201cintelligent\u201d solutions is an understanding that the joy of finding a home is as much seeing what you are looking for, as it is the delight of discovering something new.\u00a0 Results are generalized and static.\u00a0 We follow you on a path of design discovery and continuously which will likely lead us to new places impossible to know at our first meeting.\u00a0\u00a0\u00a0<\/p>\n<p>Rather than confining your options by zip codes or neighborhood boundaries (which are increasingly ambiguous and evolving) or a single point of reference, like commute distance, we start with what\u2019s important to your life and lifestyle, your daughter\u2019s soccer, your son\u2019s cello, your social outlets and access parks and beaches.\u00a0\u00a0<\/p>\n<p>The final trick of our fancy algorithm is when it really gets real.\u00a0 Your match score is informed by the details of what\u2019s in your budget to buy or rent or upgrade the homes you like, including pre-approval status.\u00a0\u00a0<\/p>\n<h3 class=\"wp-block-heading\"><strong>No Mental Math Required<\/strong><\/h3>\n<p>The magic is the math we do for you.\u00a0 We\u2019ve trained our AI to trust and learn from the<strong> data in images<\/strong> rather than dubious text descriptions.\u00a0 It does a multivariate analysis of a myriad of data points, which mindfully accounts for the migration of your preferences, considerations and options and simulates a trade-off analysis for you.\u00a0 The above Matching Algorithm chart transparently visualizes the system.\u00a0 Notice the conspicuous absence of popularity factors.\u00a0\u00a0<\/p>\n<p>The bunny in the hat is the match score, which reveals the best fits for you based on and including both emotional and practical priorities.<\/p>\n<p><span class=\"tags-links\">Tags : <a href=\"https:\/\/blog.purlin.com\/blog\/tag\/ai-based-home-search\/\" rel=\"tag\">AI based home search<\/a>  <a href=\"https:\/\/blog.purlin.com\/blog\/tag\/california-real-estate\/\" rel=\"tag\">california real estate<\/a>  <a href=\"https:\/\/blog.purlin.com\/blog\/tag\/covid-19-real-estate\/\" rel=\"tag\">covid-19 real estate<\/a>  <a href=\"https:\/\/blog.purlin.com\/blog\/tag\/find-right-home\/\" rel=\"tag\">find right home<\/a>  <a href=\"https:\/\/blog.purlin.com\/blog\/tag\/real-estate-insights\/\" rel=\"tag\">real estate insights<\/a><\/span>\n\t<\/div>\n\n","protected":false},"excerpt":{"rendered":"<p>One good and bad bit of COVID-related real estate truth is that the process has been given a hard shove into the virtual. \u00a0 The move does help fill the in-person void created by new social distancing norms, and virtual tools will forever be part of a \u201cmore efficient process.\u201d \u00a0 But has the home-finding [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":43282,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[99],"tags":[13570,4438,1159,731,482,26843,10997],"dealstore":[],"offerexpiration":[],"class_list":["post-43281","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-real-estate","tag-algorithm","tag-finding","tag-home","tag-matching","tag-real","tag-searches","tag-virtual"],"yoast_head":"<!-- This site is optimized with 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