  {"id":4938,"date":"2017-04-04T15:04:13","date_gmt":"2017-04-04T19:04:13","guid":{"rendered":"https:\/\/digital.hbs.edu\/platform-digit\/submission\/next-big-sound-moneyball-for-music\/"},"modified":"2017-04-04T15:10:05","modified_gmt":"2017-04-04T19:10:05","slug":"next-big-sound-moneyball-for-music","status":"publish","type":"hck-submission","link":"https:\/\/d3.harvard.edu\/platform-digit\/submission\/next-big-sound-moneyball-for-music\/","title":{"rendered":"Next Big Sound \u2013 moneyball for music?"},"content":{"rendered":"<p><em>Introduction<\/em><\/p>\n<p>Alex White, now CEO of Next Big Sound, spent his freshman year summer internship at Motown records stapling weekly CD sales. Looking at these numbers, he began pondering the reasons why some artists become uber-successful while others fizzled. Once he returned to Northwestern University, he enlisted the help of two friends to build a company dedicated to disentangling the black box of an artist\u2019s trajectory [1].<\/p>\n<p>Now Next Big Sound is doing just that \u2013 using big data to help make sense of the chaotic-seeming and hit-driven music industry. The company analyzes everything from Spotify streams, YouTube hits, and iTunes sales to Facebook likes, Wikipedia page views, and Twitter mentions to predict album sales with astonishing accuracy &#8211; the company claims its forecasts are accurate to within a 20 percent margin of error for 85 percent of artists [1].<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2017\/04\/nbs.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4935\" src=\"https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2017\/04\/nbs-300x257.jpg\" alt=\"\" width=\"367\" height=\"314\" srcset=\"https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2017\/04\/nbs-300x257.jpg 300w, https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2017\/04\/nbs.jpg 450w\" sizes=\"auto, (max-width: 367px) 100vw, 367px\" \/><\/a><\/p>\n<p><em>Value Creation<\/em><\/p>\n<p>No longer solely reliant on the executives and their so-called \u201cgolden ears\u201d, record labels are flocking to the service [2]. As a result, other competitors using predictive analytics to determine future success of a particular song or album, like Music X-Ray and The Echo Nest, are entering the space.<\/p>\n<p>Next Big Sound differentiates itself from competitors by going one step further in its analysis. The company not only predicts hits, but also tracks the effects that radio plays, talk show appearances and other events have on an artist\u2019s performance (in terms of sales and video views) [3]. Also, Next Big Sound\u2019s software helps musicians connect with fans by analyzing metrics across Facebook, Twitter and YouTube and suggesting ways in which talent can use these platforms to increase fan connection and airplay [3]. Finally, Next Big Sound\u2019s database is particularly useful when artists select singles\u2014utilizing statistics from previous albums to learn what kinds of songs performed best over time.<\/p>\n<p>As sponsorships have become an increasingly important revenue stream for artists, Next Big Sound has begun to tailor its product offering to large brands like Pepsi, American Express and Absolut [3]. By determining which artists are likely to blow up in the next six months or what music attracts a certain demographic, Next Big Sound can help brands spend marketing dollars more effectively.<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2017\/04\/nbs-1.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4936\" src=\"https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2017\/04\/nbs-1-300x161.jpg\" alt=\"\" width=\"484\" height=\"260\" srcset=\"https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2017\/04\/nbs-1-300x161.jpg 300w, https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2017\/04\/nbs-1-768x411.jpg 768w, https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2017\/04\/nbs-1-1024x548.jpg 1024w, https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2017\/04\/nbs-1-600x321.jpg 600w, https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2017\/04\/nbs-1.jpg 1200w\" sizes=\"auto, (max-width: 484px) 100vw, 484px\" \/><\/a><\/p>\n<p><em>Value Capture<\/em><\/p>\n<p>Next Big Sound captures customers throughout the value chain \u2013 from record labels and Fortune 500 companies to individual artists. The company charges an annual subscription fee, which varies based on service level. Individual artists wanting to better understand their relative performance on Spotify and other streaming services can access more basic services (with pricing starting at $20 \/ month) [4].<\/p>\n<p><em>Future Growth and Challenges <\/em><\/p>\n<p>Next Big Sound\u2019s algorithm has been so successful (predicting the 2014 Billboard top 200 with 80% accuracy) that Billboard now even publishes two charts dedicated to the company\u2019s up and coming artists [6]. Skeptics wonder whether these predictions have reached a point of self-fulfilling prophecies \u2013 is the company predicting hits or actually creating them?<\/p>\n<p><a href=\"https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2017\/04\/nbs.png\"><img loading=\"lazy\" decoding=\"async\" class=\" wp-image-4937 aligncenter\" src=\"https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2017\/04\/nbs-300x189.png\" alt=\"\" width=\"451\" height=\"284\" srcset=\"https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2017\/04\/nbs-300x189.png 300w, https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2017\/04\/nbs-768x484.png 768w, https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2017\/04\/nbs-600x378.png 600w, https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2017\/04\/nbs.png 954w\" sizes=\"auto, (max-width: 451px) 100vw, 451px\" \/><\/a><\/p>\n<p>Brand partnerships are one major area of growth the company envisions. Next Big Sound has just begun to collaborate with large corporations to help steer the $1 billion plus that is being spent each year by brands on music-related marketing and sponsorships [2]. Eventually, the company expects go beyond corporate marketing and provide a similar service for TV shows, video games, movies, etc.<\/p>\n<p>Furthermore, Next Big Sound hopes to expand its predictive capabilities to fields outside of music. The company launched Next Big Book in May 2014 to bring their expertise to the similarly complex book publishing industry. Finally, the company won patent approval for their \u201clikelihood of success\u201d algorithm which analyzes popularity across a variety of metrics.<\/p>\n<p><em>\u00a0<\/em><\/p>\n<p>[1] <a href=\"http:\/\/www.inc.com\/jeff-bercovici\/2015-30-under-30-next-big-sound.html\">http:\/\/www.inc.com\/jeff-bercovici\/2015-30-under-30-next-big-sound.html<\/a><\/p>\n<p>[2] <a href=\"https:\/\/www.fastcompany.com\/3039593\/most-innovative-companies-2015\/next-big-sound\">https:\/\/www.fastcompany.com\/3039593\/most-innovative-companies-2015\/next-big-sound<\/a><\/p>\n<p>[3] <a href=\"http:\/\/observer.com\/2017\/01\/pandora-next-big-sound-moneyball-music\/\">http:\/\/observer.com\/2017\/01\/pandora-next-big-sound-moneyball-music\/<\/a><\/p>\n<p>[4] <a href=\"http:\/\/passivepromotion.com\/what-artists-should-know-about-next-big-sound\">http:\/\/passivepromotion.com\/what-artists-should-know-about-next-big-sound<\/a><\/p>\n<p>[5] <a href=\"https:\/\/www.nextbigsound.com\/\">https:\/\/www.nextbigsound.com\/<\/a><\/p>\n<p>[6] <a href=\"http:\/\/www.billboard.com\/charts\/next-big-sound-25\">http:\/\/www.billboard.com\/charts\/next-big-sound-25<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>How one company is using data analytics to predict music\u2019s next superstars<\/p>\n","protected":false},"author":578,"featured_media":4945,"comment_status":"open","ping_status":"closed","template":"","categories":[],"class_list":["post-4938","hck-submission","type-hck-submission","status-publish","has-post-thumbnail","hentry"],"connected_submission_link":"https:\/\/d3.harvard.edu\/platform-digit\/assignment\/data-and-analytics-as-digital-assets\/","yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Next Big Sound \u2013 moneyball for music? - Digital Innovation and Transformation<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/d3.harvard.edu\/platform-digit\/submission\/next-big-sound-moneyball-for-music\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Next Big Sound \u2013 moneyball for music? - Digital Innovation and Transformation\" \/>\n<meta property=\"og:description\" content=\"How one company is using data analytics to predict music\u2019s next superstars\" \/>\n<meta property=\"og:url\" content=\"https:\/\/d3.harvard.edu\/platform-digit\/submission\/next-big-sound-moneyball-for-music\/\" \/>\n<meta property=\"og:site_name\" content=\"Digital Innovation and Transformation\" \/>\n<meta property=\"article:modified_time\" content=\"2017-04-04T19:10:05+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2017\/04\/nbs-3.png\" \/>\n\t<meta property=\"og:image:width\" content=\"500\" \/>\n\t<meta property=\"og:image:height\" content=\"283\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/d3.harvard.edu\\\/platform-digit\\\/submission\\\/next-big-sound-moneyball-for-music\\\/\",\"url\":\"https:\\\/\\\/d3.harvard.edu\\\/platform-digit\\\/submission\\\/next-big-sound-moneyball-for-music\\\/\",\"name\":\"Next Big Sound \u2013 moneyball for music? - Digital Innovation and Transformation\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/d3.harvard.edu\\\/platform-digit\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/d3.harvard.edu\\\/platform-digit\\\/submission\\\/next-big-sound-moneyball-for-music\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/d3.harvard.edu\\\/platform-digit\\\/submission\\\/next-big-sound-moneyball-for-music\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/d3.harvard.edu\\\/platform-digit\\\/wp-content\\\/uploads\\\/sites\\\/2\\\/2017\\\/04\\\/nbs-3.png\",\"datePublished\":\"2017-04-04T19:04:13+00:00\",\"dateModified\":\"2017-04-04T19:10:05+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/d3.harvard.edu\\\/platform-digit\\\/submission\\\/next-big-sound-moneyball-for-music\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/d3.harvard.edu\\\/platform-digit\\\/submission\\\/next-big-sound-moneyball-for-music\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/d3.harvard.edu\\\/platform-digit\\\/submission\\\/next-big-sound-moneyball-for-music\\\/#primaryimage\",\"url\":\"https:\\\/\\\/d3.harvard.edu\\\/platform-digit\\\/wp-content\\\/uploads\\\/sites\\\/2\\\/2017\\\/04\\\/nbs-3.png\",\"contentUrl\":\"https:\\\/\\\/d3.harvard.edu\\\/platform-digit\\\/wp-content\\\/uploads\\\/sites\\\/2\\\/2017\\\/04\\\/nbs-3.png\",\"width\":500,\"height\":283},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/d3.harvard.edu\\\/platform-digit\\\/submission\\\/next-big-sound-moneyball-for-music\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/d3.harvard.edu\\\/platform-digit\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Submissions\",\"item\":\"https:\\\/\\\/d3.harvard.edu\\\/platform-digit\\\/submission\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Next Big Sound \u2013 moneyball for music?\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/d3.harvard.edu\\\/platform-digit\\\/#website\",\"url\":\"https:\\\/\\\/d3.harvard.edu\\\/platform-digit\\\/\",\"name\":\"Digital Innovation and Transformation\",\"description\":\"MBA Student Perspectives\",\"potentialAction\":[{\"@type\":\"性视界Action\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/d3.harvard.edu\\\/platform-digit\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Next Big Sound \u2013 moneyball for music? - Digital Innovation and Transformation","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/d3.harvard.edu\/platform-digit\/submission\/next-big-sound-moneyball-for-music\/","og_locale":"en_US","og_type":"article","og_title":"Next Big Sound \u2013 moneyball for music? - Digital Innovation and Transformation","og_description":"How one company is using data analytics to predict music\u2019s next superstars","og_url":"https:\/\/d3.harvard.edu\/platform-digit\/submission\/next-big-sound-moneyball-for-music\/","og_site_name":"Digital Innovation and Transformation","article_modified_time":"2017-04-04T19:10:05+00:00","og_image":[{"width":500,"height":283,"url":"https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2017\/04\/nbs-3.png","type":"image\/png"}],"twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/d3.harvard.edu\/platform-digit\/submission\/next-big-sound-moneyball-for-music\/","url":"https:\/\/d3.harvard.edu\/platform-digit\/submission\/next-big-sound-moneyball-for-music\/","name":"Next Big Sound \u2013 moneyball for music? - Digital Innovation and Transformation","isPartOf":{"@id":"https:\/\/d3.harvard.edu\/platform-digit\/#website"},"primaryImageOfPage":{"@id":"https:\/\/d3.harvard.edu\/platform-digit\/submission\/next-big-sound-moneyball-for-music\/#primaryimage"},"image":{"@id":"https:\/\/d3.harvard.edu\/platform-digit\/submission\/next-big-sound-moneyball-for-music\/#primaryimage"},"thumbnailUrl":"https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2017\/04\/nbs-3.png","datePublished":"2017-04-04T19:04:13+00:00","dateModified":"2017-04-04T19:10:05+00:00","breadcrumb":{"@id":"https:\/\/d3.harvard.edu\/platform-digit\/submission\/next-big-sound-moneyball-for-music\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/d3.harvard.edu\/platform-digit\/submission\/next-big-sound-moneyball-for-music\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/d3.harvard.edu\/platform-digit\/submission\/next-big-sound-moneyball-for-music\/#primaryimage","url":"https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2017\/04\/nbs-3.png","contentUrl":"https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2017\/04\/nbs-3.png","width":500,"height":283},{"@type":"BreadcrumbList","@id":"https:\/\/d3.harvard.edu\/platform-digit\/submission\/next-big-sound-moneyball-for-music\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/d3.harvard.edu\/platform-digit\/"},{"@type":"ListItem","position":2,"name":"Submissions","item":"https:\/\/d3.harvard.edu\/platform-digit\/submission\/"},{"@type":"ListItem","position":3,"name":"Next Big Sound \u2013 moneyball for music?"}]},{"@type":"WebSite","@id":"https:\/\/d3.harvard.edu\/platform-digit\/#website","url":"https:\/\/d3.harvard.edu\/platform-digit\/","name":"Digital Innovation and Transformation","description":"MBA Student Perspectives","potentialAction":[{"@type":"性视界Action","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/d3.harvard.edu\/platform-digit\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"}]}},"_links":{"self":[{"href":"https:\/\/d3.harvard.edu\/platform-digit\/wp-json\/wp\/v2\/hck-submission\/4938","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/d3.harvard.edu\/platform-digit\/wp-json\/wp\/v2\/hck-submission"}],"about":[{"href":"https:\/\/d3.harvard.edu\/platform-digit\/wp-json\/wp\/v2\/types\/hck-submission"}],"author":[{"embeddable":true,"href":"https:\/\/d3.harvard.edu\/platform-digit\/wp-json\/wp\/v2\/users\/578"}],"replies":[{"embeddable":true,"href":"https:\/\/d3.harvard.edu\/platform-digit\/wp-json\/wp\/v2\/comments?post=4938"}],"version-history":[{"count":0,"href":"https:\/\/d3.harvard.edu\/platform-digit\/wp-json\/wp\/v2\/hck-submission\/4938\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/d3.harvard.edu\/platform-digit\/wp-json\/wp\/v2\/media\/4945"}],"wp:attachment":[{"href":"https:\/\/d3.harvard.edu\/platform-digit\/wp-json\/wp\/v2\/media?parent=4938"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/d3.harvard.edu\/platform-digit\/wp-json\/wp\/v2\/categories?post=4938"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}