{"id":8885,"date":"2020-10-29T02:02:19","date_gmt":"2020-10-29T00:02:19","guid":{"rendered":"https:\/\/www.gamerefinery.com\/?p=8885"},"modified":"2020-10-29T15:51:14","modified_gmt":"2020-10-29T13:51:14","slug":"product-update-october-2020-automated-tags","status":"publish","type":"post","link":"https:\/\/www.gamerefinery.com\/product-update-october-2020-automated-tags\/","title":{"rendered":"New automated feature tags \u2013 Insights for +100k games"},"content":{"rendered":"\n<p>GameRefinery will expand its core service of analyzing features to more than 100k games!<\/p>\n\n\n\n<p>&#8220;I, for one, will welcome our new robot overlords.&#8221;&nbsp;<\/p>\n\n\n\n<p><\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"480\" height=\"270\" src=\"https:\/\/www.gamerefinery.com\/wp-content\/uploads\/2020\/10\/image1.gif\" alt=\"Image for post\" class=\"wp-image-8912\"\/><\/figure><\/div>\n\n\n\n<p>Features have always been GameRefinery&#8217;s fundamental cornerstone. In total, we manually analyze and track 260 features from core\/meta all the way to individual ad features. We have more than 2.5k unique, high-quality overview pages across our genre taxonomy &amp; markets we track to this date.<\/p>\n\n\n\n<p>To keep up with the quality of feature-level breakdowns we offer, we have always relied on our dedicated and experienced analyst team members. We are now expanding to provide<strong>&nbsp;new automated features &amp; visual tags to supplement our analysts&#8217; detailed deconstructions!<\/strong><\/p>\n\n\n\n<p>Our data science team has been busy training machine learning algorithms to spot clues based on an app store page&#8217;s metadata to extract feature and visual indicators. After months of &#8220;wax on, wax off&#8221; training, we can now automatically identify&nbsp;<strong>51 features and 45 visual styles.<\/strong>&nbsp;<\/p>\n\n\n\n<p>New automated feature &amp; visual tags help our users to peek into the games we might not have yet fully analyzed, such as recently launched games!&nbsp;<a target=\"_blank\" href=\"https:\/\/saas.gamerefinery.com\/#\/game\/view\/5c91dd529890a24952a5fd96\/overview\" rel=\"noreferrer noopener\">Let&#8217;s look into Clash of Empire: Global War<\/a>&nbsp;as an example:<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"2375\" height=\"1296\" src=\"https:\/\/www.gamerefinery.com\/wp-content\/uploads\/2020\/10\/gr-automated-tags-service-image.png\" alt=\"Automated feature tags in GameRefinery's service\" class=\"wp-image-8913\" srcset=\"https:\/\/www.gamerefinery.com\/wp-content\/uploads\/2020\/10\/gr-automated-tags-service-image.png 2375w, https:\/\/www.gamerefinery.com\/wp-content\/uploads\/2020\/10\/gr-automated-tags-service-image-300x164.png 300w, https:\/\/www.gamerefinery.com\/wp-content\/uploads\/2020\/10\/gr-automated-tags-service-image-1024x559.png 1024w, https:\/\/www.gamerefinery.com\/wp-content\/uploads\/2020\/10\/gr-automated-tags-service-image-768x419.png 768w, https:\/\/www.gamerefinery.com\/wp-content\/uploads\/2020\/10\/gr-automated-tags-service-image-1536x838.png 1536w, https:\/\/www.gamerefinery.com\/wp-content\/uploads\/2020\/10\/gr-automated-tags-service-image-2048x1118.png 2048w\" sizes=\"auto, (max-width: 2375px) 100vw, 2375px\" \/><\/figure><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Q &amp; A<\/h2>\n\n\n\n<p><strong>Will this replace your human analysts?<\/strong><\/p>\n\n\n\n<p>NO. The feature-level deconstruction and <a href=\"https:\/\/www.gamerefinery.com\/september-2020-product-update\/\" target=\"_blank\" rel=\"noreferrer noopener\">Analyst&#8217;s Overviews<\/a> that our analyst team offers are the heart and soul of GameRefinery.<\/p>\n\n\n\n<p>We wanted to increase the number of games we cover in GameRefinery with these feature and visual tags.&nbsp;<\/p>\n\n\n\n<p><strong>What are the requirements for a game to have automatic tags?<\/strong><\/p>\n\n\n\n<p>For it to be listed in the App store, have an APP ID, and have screenshots\/descriptions for our algorithm to determine its features.<\/p>\n\n\n\n<p>Currently, we cover key English speaking markets, including the US, UK, Canada, Australia, and New Zealand. But plan to expand tagging to other markets soon.<\/p>\n\n\n\n<p><strong>How many games do you now cover?<\/strong><\/p>\n\n\n\n<p>Previously we had around 2.5k deconstructions offered by our analyst team. With the introduction of feature and visual tags, this number has expanded to more than 100k games.&nbsp;<\/p>\n\n\n\n<p><strong>What happens to feature and visual style tags if the game gets a proper analysis?<\/strong><\/p>\n\n\n\n<p>If the game gets fully analyzed by our analyst team, the automatic tags will immediately be replaced with the analysis results.<\/p>\n\n\n\n<p><strong>How much?<\/strong><\/p>\n\n\n\n<p>It&#8217;s free to all existing clients! As said, features have always been part of GameRefinery&#8217;s core service!<\/p>\n","protected":false},"excerpt":{"rendered":"<p>GameRefinery will expand its core service of analyzing features to more than 100k games! &#8220;I, for one, will welcome our new robot overlords.&#8221;&nbsp; Features have always been GameRefinery&#8217;s fundamental cornerstone. In total, we manually analyze and track 260 features from core\/meta all the way to individual ad features. We have more than 2.5k unique, high-quality [&hellip;]<\/p>\n","protected":false},"author":30,"featured_media":8915,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[17],"tags":[],"topic":[],"class_list":["post-8885","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-product-updates"],"acf":[],"yoast_head":"<title>New automated feature tags \u2013 Insights for +100k games - GameRefinery<\/title>\n<meta name=\"description\" content=\"We are expanding our core service of analyzing features to more than 100k mobile games with automated features &amp; visual tags!\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.gamerefinery.com\/product-update-october-2020-automated-tags\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"New automated feature tags \u2013 Insights for +100k games - GameRefinery\" \/>\n<meta property=\"og:description\" content=\"We are expanding our core service of analyzing features to more than 100k mobile games with automated features &amp; visual tags!\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.gamerefinery.com\/product-update-october-2020-automated-tags\/\" \/>\n<meta property=\"og:site_name\" content=\"GameRefinery\" \/>\n<meta property=\"article:published_time\" content=\"2020-10-29T00:02:19+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2020-10-29T13:51:14+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.gamerefinery.com\/wp-content\/uploads\/2020\/10\/automated-tags-product-update-image.png\" \/>\n\t<meta property=\"og:image:width\" content=\"2052\" \/>\n\t<meta property=\"og:image:height\" content=\"1027\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Anna Kauppinen\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Anna Kauppinen\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.gamerefinery.com\\\/product-update-october-2020-automated-tags\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.gamerefinery.com\\\/product-update-october-2020-automated-tags\\\/\"},\"author\":{\"name\":\"Anna Kauppinen\",\"@id\":\"https:\\\/\\\/www.gamerefinery.com\\\/#\\\/schema\\\/person\\\/b4f8c4b3cf5d8a448ab4da46f0c12d9f\"},\"headline\":\"New automated feature tags \u2013 Insights for +100k games\",\"datePublished\":\"2020-10-29T00:02:19+00:00\",\"dateModified\":\"2020-10-29T13:51:14+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.gamerefinery.com\\\/product-update-october-2020-automated-tags\\\/\"},\"wordCount\":408,\"image\":{\"@id\":\"https:\\\/\\\/www.gamerefinery.com\\\/product-update-october-2020-automated-tags\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.gamerefinery.com\\\/wp-content\\\/uploads\\\/2020\\\/10\\\/automated-tags-product-update-image.png\",\"articleSection\":[\"Product Updates\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.gamerefinery.com\\\/product-update-october-2020-automated-tags\\\/\",\"url\":\"https:\\\/\\\/www.gamerefinery.com\\\/product-update-october-2020-automated-tags\\\/\",\"name\":\"New automated feature tags \u2013 Insights for +100k games - 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