{"id":6602,"date":"2019-10-28T16:46:13","date_gmt":"2019-10-28T22:46:13","guid":{"rendered":"https:\/\/www.topspot.com\/blog\/?p=6602"},"modified":"2021-04-15T12:26:26","modified_gmt":"2021-04-15T18:26:26","slug":"understanding-googles-latest-algorithm-update-bert","status":"publish","type":"post","link":"https:\/\/www.topspotims.com\/blog\/2019\/10\/understanding-googles-latest-algorithm-update-bert\/","title":{"rendered":"Introducing Google\u2019s Latest Algorithm Update: BERT"},"content":{"rendered":"\n<p>When thinking about how your search behaviors have changed over the years, you may notice that the number of words you use in each search has increased. Where you once typed &#8220;sheet metal&#8221; or &#8220;running shoes&#8221; into Google, you now look for &#8220;annealed 4130 steel sheeting&#8221; or &#8220;nike running shoes for high arches&#8221;. <\/p>\n\n\n\n<p>Over the years, the trend of longer phrases and a more conversational style of search has become the norm.  In fact, when reviewing a sample set of data from our clients\u2019 analytics, <strong>we found that 84% of paid search queries included three or more words.<\/strong> The intent behind those searches is important too. <strong>Those longer tailed paid search queries produced 77% of the form submissions from our sample set. <\/strong>This is a great example of <a href=\"https:\/\/www.topspot.com\/the-b-smart-method\/\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"the search defining the user (opens in a new tab)\">the search defining the user<\/a> and understanding that the intent behind longer, more specific search queries is often greater than shorter, broader searches.<\/p>\n\n\n\n<p>With its most recent algorithm update, <a rel=\"noreferrer noopener\" aria-label=\"also known as BERT (opens in a new tab)\" href=\"https:\/\/www.blog.google\/products\/search\/search-language-understanding-bert\" target=\"_blank\">also known as BERT<\/a>, Google is attempting to make its results more relevant to a user&#8217;s intent by better answering their queries. BERT stands for Bidirectional Encoder Representations from Transformers, which is just a fancy way for Google to say that they are now focusing on how the words used in a search are connected to each other, and therefore attempting to create more relevant results.<\/p>\n\n\n\n<p>BERT began being rolled out on October 25th and is expected to continue to impact search results over the next several weeks. Languages other than English will be rolled out later.<\/p>\n\n\n\n<p>This update is not replacing <a rel=\"noreferrer noopener\" href=\"https:\/\/searchengineland.com\/meet-rankbrain-google-search-results-234386\" target=\"_blank\">RankBrain<\/a>, the update from 2015 that was the start of Google\u2019s exploration of how users use language to search. It is an extension of what RankBrain does, only now, instead of focusing on the main one or two words within a query, Google will look at how the words are connected to one another and what those relationships mean.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-what-is-next\">What Is Next<\/h2>\n\n\n\n<p>This update is expected to affect as much as 10% of all searches (most algorithm updates impact 1% or less), but it will be a subtle and refined change instead of an avalanche. Where once before, Google would have focused on just a couple of words in the search query, now they will look at the sequence and relationship of the query itself &#8211; particularly where relational words are used, such as \u201cto\u201d and \u201cfor.\u201d<\/p>\n\n\n\n<p>For example, take the search query \u201cparking on a hill with no curb\u201d. Before BERT, Google would have focused on \u201cparking\u201d, \u201chill\u201d and \u201ccurb\u201d, which would have yielded a more general result. Now, the word \u201cno\u201d would be recognized as important to the statement, and a more accurate answer would be given. <\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a class=\"\" href=\"https:\/\/www.topspot.com\/blog\/wp-content\/uploads\/2019\/10\/BERT-update-image.png\"><img loading=\"lazy\" decoding=\"async\" width=\"700\" height=\"449\" src=\"https:\/\/www.topspot.com\/blog\/wp-content\/uploads\/2019\/10\/BERT-update-image-700x449.png\" alt=\"\" class=\"wp-image-6604\" srcset=\"https:\/\/www.topspotims.com\/blog\/wp-content\/uploads\/2019\/10\/BERT-update-image-700x449.png 700w, https:\/\/www.topspotims.com\/blog\/wp-content\/uploads\/2019\/10\/BERT-update-image-250x160.png 250w, https:\/\/www.topspotims.com\/blog\/wp-content\/uploads\/2019\/10\/BERT-update-image-120x77.png 120w, https:\/\/www.topspotims.com\/blog\/wp-content\/uploads\/2019\/10\/BERT-update-image.png 736w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><\/a><figcaption>Image Credit: <a rel=\"noreferrer noopener\" aria-label=\"Google (opens in a new tab)\" href=\"https:\/\/www.blog.google\/products\/search\/search-language-understanding-bert\" target=\"_blank\">Google<\/a><\/figcaption><\/figure><\/div>\n\n\n\n<p>One of the main impacts of this update will be on the featured snippets. As Google works to understand the intent of queries, featured snippets will appear with more relevant information. For those sites with detailed information and FAQs, this algorithm is likely to have some affect as well.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-what-to-do\">What to Do<\/h2>\n\n\n\n<p>There is nothing to do. Good, clear content was always important, and this update only reinforces that idea. Make sure your content is user-friendly, written clearly and answers common questions a user may have. By using TopSpot&#8217;s <a rel=\"noreferrer noopener\" aria-label=\"B-SMART Method\u00ae (opens in a new tab)\" href=\"https:\/\/www.topspot.com\/the-b-smart-method\/\" target=\"_blank\">B-SMART Method\u00ae<\/a>, you can ensure that you\u2019re keeping the user in mind across all touchpoints within their purchasing cycle. This will help your rankings in Google, and also make your customers more likely to find you. As Google&#8217;s Danny Sullivan put it, \u201cThere&#8217;s nothing to optimize for with BERT, nor anything for anyone to be rethinking. The fundamentals of us seeking to reward great content remain unchanged.\u201d <\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a class=\"\" href=\"https:\/\/www.topspot.com\/blog\/wp-content\/uploads\/2019\/10\/Danny-Sullivan-Tweet.png\"><img loading=\"lazy\" decoding=\"async\" width=\"636\" height=\"378\" src=\"https:\/\/www.topspot.com\/blog\/wp-content\/uploads\/2019\/10\/Danny-Sullivan-Tweet.png\" alt=\"\" class=\"wp-image-6603\" srcset=\"https:\/\/www.topspotims.com\/blog\/wp-content\/uploads\/2019\/10\/Danny-Sullivan-Tweet.png 636w, https:\/\/www.topspotims.com\/blog\/wp-content\/uploads\/2019\/10\/Danny-Sullivan-Tweet-250x149.png 250w, https:\/\/www.topspotims.com\/blog\/wp-content\/uploads\/2019\/10\/Danny-Sullivan-Tweet-120x71.png 120w\" sizes=\"(max-width: 636px) 100vw, 636px\" \/><\/a><\/figure><\/div>\n\n\n\n<p>The release of BERT only underlines the point that Google is trying to make search results more relevant to the user by providing content from quality sources. The ability to identify intent and context from <a href=\"\/search-engine-optimization\/\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"organic search  (opens in a new tab)\">organic search <\/a>queries is a huge step forward in that direction. <\/p>\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n<h5 class=\"has-text-align-center wp-block-heading\" id=\"h-if-you-want-to-know-how-to-see-if-your-site-is-being-affected-by-bert-read-through-our-post-about-how-to-tell-when-an-algorithm-affects-your-site\">If you want to know how to see if your site is being affected by BERT, read through our post about how to tell when an <a href=\"https:\/\/www.topspot.com\/blog\/2019\/10\/how-to-tell-if-your-website-has-been-affected-by-an-algorithm-update\/\" target=\"_blank\" rel=\"noreferrer noopener\">algorithm affects your site<\/a>.<\/h5>\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n<h4 class=\"has-text-align-center wp-block-heading\" 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","protected":false},"author":54,"featured_media":6474,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6,1222,4],"tags":[],"coauthors":[1248],"acf":[],"cp_meta_data":{"_edit_lock":["1643555640:31"],"_edit_last":["31"],"_yoast_wpseo_primary_category":["4"],"_yoast_wpseo_content_score":["30"],"_yoast_wpseo_focuskeywords":["[]"],"_yoast_wpseo_keywordsynonyms":["[\"\"]"],"_thumbnail_id":["6474"],"_yoast_wpseo_metadesc":["Learn how TopSpot\u2019s B-SMART Method can be used to get ahead of Google\u2019s latest algorithm update."],"_yoast_wpseo_estimated-reading-time-minutes":["4"]},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.6 (Yoast SEO v23.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Introducing Google\u2019s Latest Algorithm Update: BERT - TopSpot Internet Marketing<\/title>\n<meta name=\"description\" content=\"Learn how TopSpot\u2019s B-SMART Method can be used to get ahead of Google\u2019s latest algorithm update.\" \/>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Introducing Google\u2019s Latest Algorithm Update: BERT\" \/>\n<meta property=\"og:description\" content=\"Learn how TopSpot\u2019s B-SMART Method can be used to get ahead of Google\u2019s latest algorithm update.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.topspot.com\/blog\/2019\/10\/understanding-googles-latest-algorithm-update-bert\/\" \/>\n<meta property=\"og:site_name\" content=\"TopSpot Internet Marketing\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/topspotims\" \/>\n<meta property=\"article:published_time\" content=\"2019-10-28T22:46:13+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2021-04-15T18:26:26+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.topspot.com\/blog\/wp-content\/uploads\/2019\/10\/post-google-algorithm-update-checklist.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"673\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"TopSpot Team\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@topspotims\" \/>\n<meta name=\"twitter:site\" content=\"@topspotims\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"TopSpot Team\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.topspot.com\/blog\/2019\/10\/understanding-googles-latest-algorithm-update-bert\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.topspot.com\/blog\/2019\/10\/understanding-googles-latest-algorithm-update-bert\/\"},\"author\":{\"name\":\"TopSpot Team\",\"@id\":\"https:\/\/www.topspot.com\/blog\/#\/schema\/person\/6a8d381f3785ab747350cba0e48c7d66\"},\"headline\":\"Introducing Google\u2019s Latest Algorithm Update: BERT\",\"datePublished\":\"2019-10-28T22:46:13+00:00\",\"dateModified\":\"2021-04-15T18:26:26+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.topspot.com\/blog\/2019\/10\/understanding-googles-latest-algorithm-update-bert\/\"},\"wordCount\":710,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/www.topspot.com\/blog\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.topspot.com\/blog\/2019\/10\/understanding-googles-latest-algorithm-update-bert\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.topspotims.com\/blog\/wp-content\/uploads\/2019\/10\/post-google-algorithm-update-checklist.png\",\"articleSection\":[\"Announcement\",\"Digital Marketing\",\"SEO\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/www.topspot.com\/blog\/2019\/10\/understanding-googles-latest-algorithm-update-bert\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.topspot.com\/blog\/2019\/10\/understanding-googles-latest-algorithm-update-bert\/\",\"url\":\"https:\/\/www.topspot.com\/blog\/2019\/10\/understanding-googles-latest-algorithm-update-bert\/\",\"name\":\"Introducing Google\u2019s Latest Algorithm Update: BERT - 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