#artificialintelligencealgorithms

Artificial Intelligence is enhancing both the hardware and software within mobile phones, with implications for both marketers and consumers. On an average, an individual looks at their phone for more than 2.5 hours and makes about 35,000 decisions, in a single day. The funny thing is we often use one device with the help of the other. Our smartphones help us with almost everything, from the choices we make, to the lifestyle we live. Especially because now, AI is an important part of how you use your smartphone. And the support you receive from your mobile phone is about to increase dramatically in the current era.

Artificial Intelligence is a way of getting computers to ‘learn’ by an example from large data sets. AI helps computers acquire information and rules in the sort of way a human does, without being programmed with particular instructions for every possible situation that occurs. In essence, AI helps computers to generalize about what might happen next, based on patterns they’ve seen in similar circumstances, before. Basically, predictions on Google search.

AI has become the marketing essential, every marketing manager’s purpose is to identify customer needs and deliver a product that fits the requirements. Mobile technology, especially mobile phones, offer previously never available insights into people’s true behaviors and reveals truths that have previously never been available. AI automates the examining of that data for insight. The result is a clearer understanding of customer needs and a vivid target for marketers to deliver against.

Samsung’s Galaxy, Google’s Pixel phones and Apple’s i Phones all now have special hardware, designed to conduct AI based tasks more efficiently. Every indication of how the phone market works has made it look like, AI is synonymous with phones, just as other terms like a data plan.

AI is already a huge part of your phone experience, whether you realize it or not. The average smartphone has around a dozen sensors – everything from accelerometers, to GPS, to a microphone, cameras and so on. For years phones have been gathering data on us through the many sensors on a phone. Now AI and machine learning is leading to use the data they produce.

A multitude of AI tasks are undertaken already.

§  AI in the camera: AI is already in the camera of most high-end smartphones, more than anywhere else. AI algorithms help identify whether you’re snapping a panorama or a person – and adjusting the type of filtering used to give you the best results. It’s likely AI also helps you by finding the right lens for the light conditions. AI is also behind the facial recognition you might use to get into your iPhone which, again, uses images from the on-board cameras.

 §  AI in voice assistants: Today’s smartphones have basic Virtual Assistant capabilities which are improving rapidly. Some speech recognition now offer better levels of comprehension even in noisy environments. Virtual assistants are likely to become a much larger part of our interface with our phone, over time and the natural human language you provide is interpreted by AI.

 §  AI and image search: Many phones now automatically improve images for example, removing red eye and assisting in sorting images you’ve taken, storing in your gallery in a proper segregated folder – according to names or apps.

 §  AI in Augmented Reality experiences: The targeted AI processors often called Neural Processing Engines or something similar that are found in these dedicated smartphone chips are also used by on-device Augmented Reality experiences, for example, Apple’s Animoji.

 §  AI in day to day operations: More fundamentally, AI is behind Google’s core search engine, every time you search something as it is constantly adapting to work behind the scenes in applications as battery life management and security.

The contribution AI makes good on-device experiences, and strategic importance of the field to staying current in a market which has reached peak smartphone has seen each mobile manufacturer accelerate their production by releasing new upgraded models every 6 months. This has led to a number of specially designed microprocessors which can conduct the sort of math involved in AI calculations faster and more efficiently while using less power. By splitting tasks across multiple processors, some designed for speed, some designed specifically to conduct AI related tasks, modern smartphones improve performance and battery life.

It’s no exaggeration to say that the smartphone industry is being revolutionized and built around AI. The big opportunity, for now, in AI is to help in guessing what it is we want next. Often, when AI is at its best, we users may well not realize that it’s working, things just seem to run a bit smoother. The user interface is fundamental for the success of phones that each of the major handset manufacturers is investing heavily to ensure they offer the best experience they can and using AI to drive the field forward.

Digital marketers and SEO operators had been watching with curiosity to known the impact of RankBrain on SEO ever since the latter was introduced as an artificial intelligence algorithm by Google for refining search results. Google deployed rank brain in 2015. The rest is history. Today, RankBrain has become Google’s third most important ranking signal (ranking factor) after content and links. RankBrain is the proof of Google search algorithm embracing machine learning (AI). This really helped Google in gaining a better understanding of the search queries. In the process of google search ranking RankBrain executes two main tasks: It comprehends search queries via keywords It assesses people’s interaction and response to the results as an index of user satisfaction SEO Hack! How to Optimize for Google RankBrain (2018) Escape from Hand coding of Algorithm The SEO wizards have noticed stark variations in SERPs compared to the past. It had defiance of conventions and surprises around the efficacy of keywords. In the past, the entire Google algorithm for SEO was hand-coded.  Of course, engineers are still working on the algorithm of Google. But RankBrain has assumed a bigger role in the backend because of its ability to tweak the algorithm on the basis of different contexts. The Attraction of RankBrain Methodology When Google introduced RankBrain algorithm in October 2015 Bloomberg news carried a timely article explaining RankBrain as something that uses artificial intelligence and can change written language into mathematical data called as vectors. Today RankBrain is the sole Artificial Intelligence used by Google and sorts live results and has cured the frustration of users who had faced the problem of getting results with no worthwhile information except filler content built around keywords. In short, RankBrain works as a processing algorithm offering the best match to a query and can weed out ambiguity on the purpose behind the query while giving best results that will satisfy a searcher. The google search ranking shows the impact of RankBrain’s functionality in evaluating the scope of keyword and ramps up of backlinks,domain authority,content freshness and content length accordingly in the final results.  

Prior to the arrival of google rankbrain, the top search engine had been scanning millions of pages to trace the exact matching keyword. Rankbrain algorithm has come as a big relief to Google.  Confronted with so many digital marketers keywords as queries, Google was facing the problem of understanding the searchers’ intent. To offer accurate and valid results Google had to guess what the searcher is looking for. One example can illustrate the power of Rankbrain algorithm and how google rank brain has reduced the guesswork. Take the search term “the grey console developed by Sony”. Normally Google’s results will cover “grey”, “console”, “developed” and “Sony.” But RankBrain has a broader understanding of what is being asked and it will deliver 100 percent accurate results. On the question, what is rank brain rankbrain SEO, the answer lies in the new algorithm’s ability to understand the intent of the searcher. This is done by mixing and matching known keywords with unknown keywords to give a bonanza for results and helps websites with the opportunity to showcase themselves for multiple keywords and in getting a broad range of rankings. How Search Works How Does RankBrain Work? Google RankBrain already knows that thousands of searches have happened for “grey console developed by Nintendo.” Consequently, searches for “grey console developed by Nintendo” will see of results about gaming consoles as well. When a searcher wants to know “the grey console developed by Sony,” RankBrain immediately throws in similar results to the keyword that is already known to it from grey console developed by Nintendo. So the results will have the entire spectrum of consoles as a product. Technology of RankBrain For the overly curious, the technology behind rankbrain was a mystery. But a Google blog post published in the past has some clues. It mentions a technology called Word2vec that transforms keywords into concepts. Though the post does not mention RankBrain openly, it is fair to assume that RankBrain also works under similar technologies. Transforming Keywords into Concepts

As the new age, google search algorithm RankBrain has induced massive quality improvement to SERP as it looks beyond mere keyword-matching. This is done by looking at the big picture in the search by transforming searching terms into concepts than scouting for pages covering that concept. The rank brain also tracks user satisfaction by understanding new keywords thanks to the ability to tweak the algorithm on its own. In other words, RankBrain as the Google algorithm for SEO can show search results that will get maximum liking by the users. In the results, pages liked more by users for the information can expect a better google search ranking as a fall out of the RankBrain perspective. RankBrain takes a serious look at how a user interacts with the search results.  It keeps a tab on the “Pogo stick effect” where unsatisfied users hit the “back button” out of sheer frustration at the search results. If a web page has people leaving it quickly the message to Google is “the page stinks and needs remedial action.” Google rankbrain will diminish pogo-sticking on a specific result and a popular page will be made easier to find. How to Optimise for RankBrain?

RankBrain has also made traditional keyword research an obsolete concept. When Rankbrain algorithm emerged a winner with the flexibility in tweaking keyword, Long Tail Keywords were the worst affected. Entrenching Google rank brain has made long tail keywords a thing of the past and crushed the method of having keeping pages for each optimized keywords. So, the practice of having separate pages for “spatula,” “spatulas,” “kitchen spatula,” and “metal spatula” is gone. Long Tail Keywords Out? Today RankBrain understands the above terms refer to the same thing and identical search results are enough for all of them. The situation has made optimizing long tail keywords a time waste. Medium tail keywords are the new kids on the block.

To optimize for rankbrain means paying more care to medium tail keywords. What is rank brain will explain why it conjoins different phrases and URLs into a single piece through the deft content incorporation of varied keyword phrases similar to the way humans search and speak. One more benefit is Medium tail keywords command carry more search volume and are not too competitive like the long tail. In optimizing a page around a medium tail keyword RankBrain will get that term ranked for thousands of similar keywords. Tips for RankBrain friendly Sites SEO wizards are aware that rankbrain is another way of asserting the importance of quality content. The SEO community, after experiencing the Google search algorithm is learning to work with Google’s new program by making a mindset shift. There are experts suggesting tips to be friendly with Rankbrain. Create Great Snippets Larry Kim, founder, and CTO of WordStream calls for improvingorganic click-through rates to increase SEO success rate because he thinks “Relevance Score” of the rank brain is almost the same as the Quality Score of AdWords.  He also sees RankBrain technology in google search ranking as a variant of erstwhile G-350 technology. This AdWords technology was self-sufficient and never needed any external signals such as links forranking paid search ads. That protocol is now engulfing organic search as well. To stay compatible with the Google algorithm for SEO click-through improvements are necessary via SERP snippets. For that, reworking page titles and meta descriptions echoing the users’ needs is necessary in order to invite the user to click for more. How Google Search Works By Matt Cutts Google rankbrain has also induced the urgency to simplify URLs to add value to Google and expand user experience. Content must target featured snippet positions in search results and must be irresistible to the users and search engines. John Rampton, TechCrunch contributor suggests modeling a website and its content on the basis of domains favored by Google for leveraging the rank braid SEO opportunity. Take the case of the health sector, the favorite of Google in this domain is WebMD.com. This most searchable index is chance for other sites to have a similar structure and be in the “good” camp of Google and reap the spillover benefits. On the other hand, sites resembling a spammy site in the health sector will face the backlash as they are spammy and in the “bad” camp of Google. RankBrain spams websites that carry too many different topics and is without a focal area because it can’t understand who will use such multiple and diverse content. Rethink Keywords

Digital marketers and SEO operators had been watching with curiosity to known the impact of RankBrain on SEO ever since the latter was introduced as an artificial intelligence algorithm by Google for refining search results. Google deployed rank brain in 2015. The rest is history. Today, RankBrain has become Google’s third most important ranking signal (ranking factor) after content and links. RankBrain is the proof of Google search algorithm embracing machine learning (AI). This really helped Google in gaining a better understanding of the search queries. In the process of google search ranking RankBrain executes two main tasks: It comprehends search queries via keywords It assesses people’s interaction and response to the results as an index of user satisfaction SEO Hack! How to Optimize for Google RankBrain (2018) Escape from Hand coding of Algorithm The SEO wizards have noticed stark variations in SERPs compared to the past. It had defiance of conventions and surprises around the efficacy of keywords. In the past, the entire Google algorithm for SEO was hand-coded.  Of course, engineers are still working on the algorithm of Google. But RankBrain has assumed a bigger role in the backend because of its ability to tweak the algorithm on the basis of different contexts. The Attraction of RankBrain Methodology When Google introduced RankBrain algorithm in October 2015 Bloomberg news carried a timely article explaining RankBrain as something that uses artificial intelligence and can change written language into mathematical data called as vectors. Today RankBrain is the sole Artificial Intelligence used by Google and sorts live results and has cured the frustration of users who had faced the problem of getting results with no worthwhile information except filler content built around keywords. In short, RankBrain works as a processing algorithm offering the best match to a query and can weed out ambiguity on the purpose behind the query while giving best results that will satisfy a searcher. The google search ranking shows the impact of RankBrain’s functionality in evaluating the scope of keyword and ramps up of backlinks,domain authority,content freshness and content length accordingly in the final results.  

Prior to the arrival of google rankbrain, the top search engine had been scanning millions of pages to trace the exact matching keyword. Rankbrain algorithm has come as a big relief to Google.  Confronted with so many digital marketers keywords as queries, Google was facing the problem of understanding the searchers’ intent. To offer accurate and valid results Google had to guess what the searcher is looking for. One example can illustrate the power of Rankbrain algorithm and how google rank brain has reduced the guesswork. Take the search term “the grey console developed by Sony”. Normally Google’s results will cover “grey”, “console”, “developed” and “Sony.” But RankBrain has a broader understanding of what is being asked and it will deliver 100 percent accurate results. On the question, what is rank brain rankbrain SEO, the answer lies in the new algorithm’s ability to understand the intent of the searcher. This is done by mixing and matching known keywords with unknown keywords to give a bonanza for results and helps websites with the opportunity to showcase themselves for multiple keywords and in getting a broad range of rankings. How Search Works How Does RankBrain Work? Google RankBrain already knows that thousands of searches have happened for “grey console developed by Nintendo.” Consequently, searches for “grey console developed by Nintendo” will see of results about gaming consoles as well. When a searcher wants to know “the grey console developed by Sony,” RankBrain immediately throws in similar results to the keyword that is already known to it from grey console developed by Nintendo. So the results will have the entire spectrum of consoles as a product. Technology of RankBrain For the overly curious, the technology behind rankbrain was a mystery. But a Google blog post published in the past has some clues. It mentions a technology called Word2vec that transforms keywords into concepts. Though the post does not mention RankBrain openly, it is fair to assume that RankBrain also works under similar technologies. Transforming Keywords into Concepts

As the new age, google search algorithm RankBrain has induced massive quality improvement to SERP as it looks beyond mere keyword-matching. This is done by looking at the big picture in the search by transforming searching terms into concepts than scouting for pages covering that concept. The rank brain also tracks user satisfaction by understanding new keywords thanks to the ability to tweak the algorithm on its own. In other words, RankBrain as the Google algorithm for SEO can show search results that will get maximum liking by the users. In the results, pages liked more by users for the information can expect a better google search ranking as a fall out of the RankBrain perspective. RankBrain takes a serious look at how a user interacts with the search results.  It keeps a tab on the “Pogo stick effect” where unsatisfied users hit the “back button” out of sheer frustration at the search results. If a web page has people leaving it quickly the message to Google is “the page stinks and needs remedial action.” Google rankbrain will diminish pogo-sticking on a specific result and a popular page will be made easier to find. How to Optimise for RankBrain?

RankBrain has also made traditional keyword research an obsolete concept. When Rankbrain algorithm emerged a winner with the flexibility in tweaking keyword, Long Tail Keywords were the worst affected. Entrenching Google rank brain has made long tail keywords a thing of the past and crushed the method of having keeping pages for each optimized keywords. So, the practice of having separate pages for “spatula,” “spatulas,” “kitchen spatula,” and “metal spatula” is gone. Long Tail Keywords Out? Today RankBrain understands the above terms refer to the same thing and identical search results are enough for all of them. The situation has made optimizing long tail keywords a time waste. Medium tail keywords are the new kids on the block.

To optimize for rankbrain means paying more care to medium tail keywords. What is rank brain will explain why it conjoins different phrases and URLs into a single piece through the deft content incorporation of varied keyword phrases similar to the way humans search and speak. One more benefit is Medium tail keywords command carry more search volume and are not too competitive like the long tail. In optimizing a page around a medium tail keyword RankBrain will get that term ranked for thousands of similar keywords. Tips for RankBrain friendly Sites SEO wizards are aware that rankbrain is another way of asserting the importance of quality content. The SEO community, after experiencing the Google search algorithm is learning to work with Google’s new program by making a mindset shift. There are experts suggesting tips to be friendly with Rankbrain. Create Great Snippets Larry Kim, founder, and CTO of WordStream calls for improvingorganic click-through rates to increase SEO success rate because he thinks “Relevance Score” of the rank brain is almost the same as the Quality Score of AdWords.  He also sees RankBrain technology in google search ranking as a variant of erstwhile G-350 technology. This AdWords technology was self-sufficient and never needed any external signals such as links forranking paid search ads. That protocol is now engulfing organic search as well. To stay compatible with the Google algorithm for SEO click-through improvements are necessary via SERP snippets. For that, reworking page titles and meta descriptions echoing the users’ needs is necessary in order to invite the user to click for more. How Google Search Works By Matt Cutts Google rankbrain has also induced the urgency to simplify URLs to add value to Google and expand user experience. Content must target featured snippet positions in search results and must be irresistible to the users and search engines. John Rampton, TechCrunch contributor suggests modeling a website and its content on the basis of domains favored by Google for leveraging the rank braid SEO opportunity. Take the case of the health sector, the favorite of Google in this domain is WebMD.com. This most searchable index is chance for other sites to have a similar structure and be in the “good” camp of Google and reap the spillover benefits. On the other hand, sites resembling a spammy site in the health sector will face the backlash as they are spammy and in the “bad” camp of Google. RankBrain spams websites that carry too many different topics and is without a focal area because it can’t understand who will use such multiple and diverse content. Rethink Keywords

Digital marketers and SEO operators had been watching with curiosity to known the impact of RankBrain on SEO ever since the latter was introduced as an artificial intelligence algorithm by Google for refining search results. Google deployed rank brain in 2015. The rest is history. Today, RankBrain has become Google’s third most important ranking signal (ranking factor) after content and links. RankBrain is the proof of Google search algorithm embracing machine learning (AI). This really helped Google in gaining a better understanding of the search queries. In the process of google search ranking RankBrain executes two main tasks: It comprehends search queries via keywords It assesses people’s interaction and response to the results as an index of user satisfaction SEO Hack! How to Optimize for Google RankBrain (2018) Escape from Hand coding of Algorithm The SEO wizards have noticed stark variations in SERPs compared to the past. It had defiance of conventions and surprises around the efficacy of keywords. In the past, the entire Google algorithm for SEO was hand-coded.  Of course, engineers are still working on the algorithm of Google. But RankBrain has assumed a bigger role in the backend because of its ability to tweak the algorithm on the basis of different contexts. The Attraction of RankBrain Methodology When Google introduced RankBrain algorithm in October 2015 Bloomberg news carried a timely article explaining RankBrain as something that uses artificial intelligence and can change written language into mathematical data called as vectors. Today RankBrain is the sole Artificial Intelligence used by Google and sorts live results and has cured the frustration of users who had faced the problem of getting results with no worthwhile information except filler content built around keywords. In short, RankBrain works as a processing algorithm offering the best match to a query and can weed out ambiguity on the purpose behind the query while giving best results that will satisfy a searcher. The google search ranking shows the impact of RankBrain’s functionality in evaluating the scope of keyword and ramps up of backlinks,domain authority,content freshness and content length accordingly in the final results.  

Prior to the arrival of google rankbrain, the top search engine had been scanning millions of pages to trace the exact matching keyword. Rankbrain algorithm has come as a big relief to Google.  Confronted with so many digital marketers keywords as queries, Google was facing the problem of understanding the searchers’ intent. To offer accurate and valid results Google had to guess what the searcher is looking for. One example can illustrate the power of Rankbrain algorithm and how google rank brain has reduced the guesswork. Take the search term “the grey console developed by Sony”. Normally Google’s results will cover “grey”, “console”, “developed” and “Sony.” But RankBrain has a broader understanding of what is being asked and it will deliver 100 percent accurate results. On the question, what is rank brain rankbrain SEO, the answer lies in the new algorithm’s ability to understand the intent of the searcher. This is done by mixing and matching known keywords with unknown keywords to give a bonanza for results and helps websites with the opportunity to showcase themselves for multiple keywords and in getting a broad range of rankings. How Search Works How Does RankBrain Work? Google RankBrain already knows that thousands of searches have happened for “grey console developed by Nintendo.” Consequently, searches for “grey console developed by Nintendo” will see of results about gaming consoles as well. When a searcher wants to know “the grey console developed by Sony,” RankBrain immediately throws in similar results to the keyword that is already known to it from grey console developed by Nintendo. So the results will have the entire spectrum of consoles as a product. Technology of RankBrain For the overly curious, the technology behind rankbrain was a mystery. But a Google blog post published in the past has some clues. It mentions a technology called Word2vec that transforms keywords into concepts. Though the post does not mention RankBrain openly, it is fair to assume that RankBrain also works under similar technologies. Transforming Keywords into Concepts

As the new age, google search algorithm RankBrain has induced massive quality improvement to SERP as it looks beyond mere keyword-matching. This is done by looking at the big picture in the search by transforming searching terms into concepts than scouting for pages covering that concept. The rank brain also tracks user satisfaction by understanding new keywords thanks to the ability to tweak the algorithm on its own. In other words, RankBrain as the Google algorithm for SEO can show search results that will get maximum liking by the users. In the results, pages liked more by users for the information can expect a better google search ranking as a fall out of the RankBrain perspective. RankBrain takes a serious look at how a user interacts with the search results.  It keeps a tab on the “Pogo stick effect” where unsatisfied users hit the “back button” out of sheer frustration at the search results. If a web page has people leaving it quickly the message to Google is “the page stinks and needs remedial action.” Google rankbrain will diminish pogo-sticking on a specific result and a popular page will be made easier to find. How to Optimise for RankBrain?

RankBrain has also made traditional keyword research an obsolete concept. When Rankbrain algorithm emerged a winner with the flexibility in tweaking keyword, Long Tail Keywords were the worst affected. Entrenching Google rank brain has made long tail keywords a thing of the past and crushed the method of having keeping pages for each optimized keywords. So, the practice of having separate pages for “spatula,” “spatulas,” “kitchen spatula,” and “metal spatula” is gone. Long Tail Keywords Out? Today RankBrain understands the above terms refer to the same thing and identical search results are enough for all of them. The situation has made optimizing long tail keywords a time waste. Medium tail keywords are the new kids on the block.

To optimize for rankbrain means paying more care to medium tail keywords. What is rank brain will explain why it conjoins different phrases and URLs into a single piece through the deft content incorporation of varied keyword phrases similar to the way humans search and speak. One more benefit is Medium tail keywords command carry more search volume and are not too competitive like the long tail. In optimizing a page around a medium tail keyword RankBrain will get that term ranked for thousands of similar keywords. Tips for RankBrain friendly Sites SEO wizards are aware that rankbrain is another way of asserting the importance of quality content. The SEO community, after experiencing the Google search algorithm is learning to work with Google’s new program by making a mindset shift. There are experts suggesting tips to be friendly with Rankbrain. Create Great Snippets Larry Kim, founder, and CTO of WordStream calls for improvingorganic click-through rates to increase SEO success rate because he thinks “Relevance Score” of the rank brain is almost the same as the Quality Score of AdWords.  He also sees RankBrain technology in google search ranking as a variant of erstwhile G-350 technology. This AdWords technology was self-sufficient and never needed any external signals such as links forranking paid search ads. That protocol is now engulfing organic search as well. To stay compatible with the Google algorithm for SEO click-through improvements are necessary via SERP snippets. For that, reworking page titles and meta descriptions echoing the users’ needs is necessary in order to invite the user to click for more. How Google Search Works By Matt Cutts Google rankbrain has also induced the urgency to simplify URLs to add value to Google and expand user experience. Content must target featured snippet positions in search results and must be irresistible to the users and search engines. John Rampton, TechCrunch contributor suggests modeling a website and its content on the basis of domains favored by Google for leveraging the rank braid SEO opportunity. Take the case of the health sector, the favorite of Google in this domain is WebMD.com. This most searchable index is chance for other sites to have a similar structure and be in the “good” camp of Google and reap the spillover benefits. On the other hand, sites resembling a spammy site in the health sector will face the backlash as they are spammy and in the “bad” camp of Google. RankBrain spams websites that carry too many different topics and is without a focal area because it can’t understand who will use such multiple and diverse content. Rethink Keywords

Digital marketers and SEO operators had been watching with curiosity to known the impact of RankBrain on SEO ever since the latter was introduced as an artificial intelligence algorithm by Google for refining search results. Google deployed rank brain in 2015. The rest is history. Today, RankBrain has become Google’s third most important ranking signal (ranking factor) after content and links. RankBrain is the proof of Google search algorithm embracing machine learning (AI). This really helped Google in gaining a better understanding of the search queries. In the process of google search ranking RankBrain executes two main tasks: It comprehends search queries via keywords It assesses people’s interaction and response to the results as an index of user satisfaction SEO Hack! How to Optimize for Google RankBrain (2018) Escape from Hand coding of Algorithm The SEO wizards have noticed stark variations in SERPs compared to the past. It had defiance of conventions and surprises around the efficacy of keywords. In the past, the entire Google algorithm for SEO was hand-coded.  Of course, engineers are still working on the algorithm of Google. But RankBrain has assumed a bigger role in the backend because of its ability to tweak the algorithm on the basis of different contexts. The Attraction of RankBrain Methodology When Google introduced RankBrain algorithm in October 2015 Bloomberg news carried a timely article explaining RankBrain as something that uses artificial intelligence and can change written language into mathematical data called as vectors. Today RankBrain is the sole Artificial Intelligence used by Google and sorts live results and has cured the frustration of users who had faced the problem of getting results with no worthwhile information except filler content built around keywords. In short, RankBrain works as a processing algorithm offering the best match to a query and can weed out ambiguity on the purpose behind the query while giving best results that will satisfy a searcher. The google search ranking shows the impact of RankBrain’s functionality in evaluating the scope of keyword and ramps up of backlinks,domain authority,content freshness and content length accordingly in the final results.  

Prior to the arrival of google rankbrain, the top search engine had been scanning millions of pages to trace the exact matching keyword. Rankbrain algorithm has come as a big relief to Google.  Confronted with so many digital marketers keywords as queries, Google was facing the problem of understanding the searchers’ intent. To offer accurate and valid results Google had to guess what the searcher is looking for. One example can illustrate the power of Rankbrain algorithm and how google rank brain has reduced the guesswork. Take the search term “the grey console developed by Sony”. Normally Google’s results will cover “grey”, “console”, “developed” and “Sony.” But RankBrain has a broader understanding of what is being asked and it will deliver 100 percent accurate results. On the question, what is rank brain rankbrain SEO, the answer lies in the new algorithm’s ability to understand the intent of the searcher. This is done by mixing and matching known keywords with unknown keywords to give a bonanza for results and helps websites with the opportunity to showcase themselves for multiple keywords and in getting a broad range of rankings. How Search Works How Does RankBrain Work? Google RankBrain already knows that thousands of searches have happened for “grey console developed by Nintendo.” Consequently, searches for “grey console developed by Nintendo” will see of results about gaming consoles as well. When a searcher wants to know “the grey console developed by Sony,” RankBrain immediately throws in similar results to the keyword that is already known to it from grey console developed by Nintendo. So the results will have the entire spectrum of consoles as a product. Technology of RankBrain For the overly curious, the technology behind rankbrain was a mystery. But a Google blog post published in the past has some clues. It mentions a technology called Word2vec that transforms keywords into concepts. Though the post does not mention RankBrain openly, it is fair to assume that RankBrain also works under similar technologies. Transforming Keywords into Concepts

As the new age, google search algorithm RankBrain has induced massive quality improvement to SERP as it looks beyond mere keyword-matching. This is done by looking at the big picture in the search by transforming searching terms into concepts than scouting for pages covering that concept. The rank brain also tracks user satisfaction by understanding new keywords thanks to the ability to tweak the algorithm on its own. In other words, RankBrain as the Google algorithm for SEO can show search results that will get maximum liking by the users. In the results, pages liked more by users for the information can expect a better google search ranking as a fall out of the RankBrain perspective. RankBrain takes a serious look at how a user interacts with the search results.  It keeps a tab on the “Pogo stick effect” where unsatisfied users hit the “back button” out of sheer frustration at the search results. If a web page has people leaving it quickly the message to Google is “the page stinks and needs remedial action.” Google rankbrain will diminish pogo-sticking on a specific result and a popular page will be made easier to find. How to Optimise for RankBrain?

RankBrain has also made traditional keyword research an obsolete concept. When Rankbrain algorithm emerged a winner with the flexibility in tweaking keyword, Long Tail Keywords were the worst affected. Entrenching Google rank brain has made long tail keywords a thing of the past and crushed the method of having keeping pages for each optimized keywords. So, the practice of having separate pages for “spatula,” “spatulas,” “kitchen spatula,” and “metal spatula” is gone. Long Tail Keywords Out? Today RankBrain understands the above terms refer to the same thing and identical search results are enough for all of them. The situation has made optimizing long tail keywords a time waste. Medium tail keywords are the new kids on the block.

To optimize for rankbrain means paying more care to medium tail keywords. What is rank brain will explain why it conjoins different phrases and URLs into a single piece through the deft content incorporation of varied keyword phrases similar to the way humans search and speak. One more benefit is Medium tail keywords command carry more search volume and are not too competitive like the long tail. In optimizing a page around a medium tail keyword RankBrain will get that term ranked for thousands of similar keywords. Tips for RankBrain friendly Sites SEO wizards are aware that rankbrain is another way of asserting the importance of quality content. The SEO community, after experiencing the Google search algorithm is learning to work with Google’s new program by making a mindset shift. There are experts suggesting tips to be friendly with Rankbrain. Create Great Snippets Larry Kim, founder, and CTO of WordStream calls for improvingorganic click-through rates to increase SEO success rate because he thinks “Relevance Score” of the rank brain is almost the same as the Quality Score of AdWords.  He also sees RankBrain technology in google search ranking as a variant of erstwhile G-350 technology. This AdWords technology was self-sufficient and never needed any external signals such as links forranking paid search ads. That protocol is now engulfing organic search as well. To stay compatible with the Google algorithm for SEO click-through improvements are necessary via SERP snippets. For that, reworking page titles and meta descriptions echoing the users’ needs is necessary in order to invite the user to click for more. How Google Search Works By Matt Cutts Google rankbrain has also induced the urgency to simplify URLs to add value to Google and expand user experience. Content must target featured snippet positions in search results and must be irresistible to the users and search engines. John Rampton, TechCrunch contributor suggests modeling a website and its content on the basis of domains favored by Google for leveraging the rank braid SEO opportunity. Take the case of the health sector, the favorite of Google in this domain is WebMD.com. This most searchable index is chance for other sites to have a similar structure and be in the “good” camp of Google and reap the spillover benefits. On the other hand, sites resembling a spammy site in the health sector will face the backlash as they are spammy and in the “bad” camp of Google. RankBrain spams websites that carry too many different topics and is without a focal area because it can’t understand who will use such multiple and diverse content. Rethink Keywords

Digital marketers and SEO operators had been watching with curiosity to known the impact of RankBrain on SEO ever since the latter was introduced as an artificial intelligence algorithm by Google for refining search results. Google deployed rank brain in 2015. The rest is history. Today, RankBrain has become Google’s third most important ranking signal (ranking factor) after content and links. RankBrain is the proof of Google search algorithm embracing machine learning (AI). This really helped Google in gaining a better understanding of the search queries. In the process of google search ranking RankBrain executes two main tasks: It comprehends search queries via keywords It assesses people’s interaction and response to the results as an index of user satisfaction SEO Hack! How to Optimize for Google RankBrain (2018) Escape from Hand coding of Algorithm The SEO wizards have noticed stark variations in SERPs compared to the past. It had defiance of conventions and surprises around the efficacy of keywords. In the past, the entire Google algorithm for SEO was hand-coded.  Of course, engineers are still working on the algorithm of Google. But RankBrain has assumed a bigger role in the backend because of its ability to tweak the algorithm on the basis of different contexts. The Attraction of RankBrain Methodology When Google introduced RankBrain algorithm in October 2015 Bloomberg news carried a timely article explaining RankBrain as something that uses artificial intelligence and can change written language into mathematical data called as vectors. Today RankBrain is the sole Artificial Intelligence used by Google and sorts live results and has cured the frustration of users who had faced the problem of getting results with no worthwhile information except filler content built around keywords. In short, RankBrain works as a processing algorithm offering the best match to a query and can weed out ambiguity on the purpose behind the query while giving best results that will satisfy a searcher. The google search ranking shows the impact of RankBrain’s functionality in evaluating the scope of keyword and ramps up of backlinks,domain authority,content freshness and content length accordingly in the final results.  

Prior to the arrival of google rankbrain, the top search engine had been scanning millions of pages to trace the exact matching keyword. Rankbrain algorithm has come as a big relief to Google.  Confronted with so many digital marketers keywords as queries, Google was facing the problem of understanding the searchers’ intent. To offer accurate and valid results Google had to guess what the searcher is looking for. One example can illustrate the power of Rankbrain algorithm and how google rank brain has reduced the guesswork. Take the search term “the grey console developed by Sony”. Normally Google’s results will cover “grey”, “console”, “developed” and “Sony.” But RankBrain has a broader understanding of what is being asked and it will deliver 100 percent accurate results. On the question, what is rank brain rankbrain SEO, the answer lies in the new algorithm’s ability to understand the intent of the searcher. This is done by mixing and matching known keywords with unknown keywords to give a bonanza for results and helps websites with the opportunity to showcase themselves for multiple keywords and in getting a broad range of rankings. How Search Works How Does RankBrain Work? Google RankBrain already knows that thousands of searches have happened for “grey console developed by Nintendo.” Consequently, searches for “grey console developed by Nintendo” will see of results about gaming consoles as well. When a searcher wants to know “the grey console developed by Sony,” RankBrain immediately throws in similar results to the keyword that is already known to it from grey console developed by Nintendo. So the results will have the entire spectrum of consoles as a product. Technology of RankBrain For the overly curious, the technology behind rankbrain was a mystery. But a Google blog post published in the past has some clues. It mentions a technology called Word2vec that transforms keywords into concepts. Though the post does not mention RankBrain openly, it is fair to assume that RankBrain also works under similar technologies. Transforming Keywords into Concepts

As the new age, google search algorithm RankBrain has induced massive quality improvement to SERP as it looks beyond mere keyword-matching. This is done by looking at the big picture in the search by transforming searching terms into concepts than scouting for pages covering that concept. The rank brain also tracks user satisfaction by understanding new keywords thanks to the ability to tweak the algorithm on its own. In other words, RankBrain as the Google algorithm for SEO can show search results that will get maximum liking by the users. In the results, pages liked more by users for the information can expect a better google search ranking as a fall out of the RankBrain perspective. RankBrain takes a serious look at how a user interacts with the search results.  It keeps a tab on the “Pogo stick effect” where unsatisfied users hit the “back button” out of sheer frustration at the search results. If a web page has people leaving it quickly the message to Google is “the page stinks and needs remedial action.” Google rankbrain will diminish pogo-sticking on a specific result and a popular page will be made easier to find. How to Optimise for RankBrain?

RankBrain has also made traditional keyword research an obsolete concept. When Rankbrain algorithm emerged a winner with the flexibility in tweaking keyword, Long Tail Keywords were the worst affected. Entrenching Google rank brain has made long tail keywords a thing of the past and crushed the method of having keeping pages for each optimized keywords. So, the practice of having separate pages for “spatula,” “spatulas,” “kitchen spatula,” and “metal spatula” is gone. Long Tail Keywords Out? Today RankBrain understands the above terms refer to the same thing and identical search results are enough for all of them. The situation has made optimizing long tail keywords a time waste. Medium tail keywords are the new kids on the block.

To optimize for rankbrain means paying more care to medium tail keywords. What is rank brain will explain why it conjoins different phrases and URLs into a single piece through the deft content incorporation of varied keyword phrases similar to the way humans search and speak. One more benefit is Medium tail keywords command carry more search volume and are not too competitive like the long tail. In optimizing a page around a medium tail keyword RankBrain will get that term ranked for thousands of similar keywords. Tips for RankBrain friendly Sites SEO wizards are aware that rankbrain is another way of asserting the importance of quality content. The SEO community, after experiencing the Google search algorithm is learning to work with Google’s new program by making a mindset shift. There are experts suggesting tips to be friendly with Rankbrain. Create Great Snippets Larry Kim, founder, and CTO of WordStream calls for improvingorganic click-through rates to increase SEO success rate because he thinks “Relevance Score” of the rank brain is almost the same as the Quality Score of AdWords.  He also sees RankBrain technology in google search ranking as a variant of erstwhile G-350 technology. This AdWords technology was self-sufficient and never needed any external signals such as links forranking paid search ads. That protocol is now engulfing organic search as well. To stay compatible with the Google algorithm for SEO click-through improvements are necessary via SERP snippets. For that, reworking page titles and meta descriptions echoing the users’ needs is necessary in order to invite the user to click for more. How Google Search Works By Matt Cutts Google rankbrain has also induced the urgency to simplify URLs to add value to Google and expand user experience. Content must target featured snippet positions in search results and must be irresistible to the users and search engines. John Rampton, TechCrunch contributor suggests modeling a website and its content on the basis of domains favored by Google for leveraging the rank braid SEO opportunity. Take the case of the health sector, the favorite of Google in this domain is WebMD.com. This most searchable index is chance for other sites to have a similar structure and be in the “good” camp of Google and reap the spillover benefits. On the other hand, sites resembling a spammy site in the health sector will face the backlash as they are spammy and in the “bad” camp of Google. RankBrain spams websites that carry too many different topics and is without a focal area because it can’t understand who will use such multiple and diverse content. Rethink Keywords

Digital marketers and SEO operators had been watching with curiosity to known the impact of RankBrain on SEO ever since the latter was introduced as an artificial intelligence algorithm by Google for refining search results. Google deployed rank brain in 2015. The rest is history. Today, RankBrain has become Google’s third most important ranking signal (ranking factor) after content and links. RankBrain is the proof of Google search algorithm embracing machine learning (AI). This really helped Google in gaining a better understanding of the search queries. In the process of google search ranking RankBrain executes two main tasks: It comprehends search queries via keywords It assesses people’s interaction and response to the results as an index of user satisfaction SEO Hack! How to Optimize for Google RankBrain (2018) Escape from Hand coding of Algorithm The SEO wizards have noticed stark variations in SERPs compared to the past. It had defiance of conventions and surprises around the efficacy of keywords. In the past, the entire Google algorithm for SEO was hand-coded.  Of course, engineers are still working on the algorithm of Google. But RankBrain has assumed a bigger role in the backend because of its ability to tweak the algorithm on the basis of different contexts. The Attraction of RankBrain Methodology When Google introduced RankBrain algorithm in October 2015 Bloomberg news carried a timely article explaining RankBrain as something that uses artificial intelligence and can change written language into mathematical data called as vectors. Today RankBrain is the sole Artificial Intelligence used by Google and sorts live results and has cured the frustration of users who had faced the problem of getting results with no worthwhile information except filler content built around keywords. In short, RankBrain works as a processing algorithm offering the best match to a query and can weed out ambiguity on the purpose behind the query while giving best results that will satisfy a searcher. The google search ranking shows the impact of RankBrain’s functionality in evaluating the scope of keyword and ramps up of backlinks,domain authority,content freshness and content length accordingly in the final results.  

Prior to the arrival of google rankbrain, the top search engine had been scanning millions of pages to trace the exact matching keyword. Rankbrain algorithm has come as a big relief to Google.  Confronted with so many digital marketers keywords as queries, Google was facing the problem of understanding the searchers’ intent. To offer accurate and valid results Google had to guess what the searcher is looking for. One example can illustrate the power of Rankbrain algorithm and how google rank brain has reduced the guesswork. Take the search term “the grey console developed by Sony”. Normally Google’s results will cover “grey”, “console”, “developed” and “Sony.” But RankBrain has a broader understanding of what is being asked and it will deliver 100 percent accurate results. On the question, what is rank brain rankbrain SEO, the answer lies in the new algorithm’s ability to understand the intent of the searcher. This is done by mixing and matching known keywords with unknown keywords to give a bonanza for results and helps websites with the opportunity to showcase themselves for multiple keywords and in getting a broad range of rankings. How Search Works How Does RankBrain Work? Google RankBrain already knows that thousands of searches have happened for “grey console developed by Nintendo.” Consequently, searches for “grey console developed by Nintendo” will see of results about gaming consoles as well. When a searcher wants to know “the grey console developed by Sony,” RankBrain immediately throws in similar results to the keyword that is already known to it from grey console developed by Nintendo. So the results will have the entire spectrum of consoles as a product. Technology of RankBrain For the overly curious, the technology behind rankbrain was a mystery. But a Google blog post published in the past has some clues. It mentions a technology called Word2vec that transforms keywords into concepts. Though the post does not mention RankBrain openly, it is fair to assume that RankBrain also works under similar technologies. Transforming Keywords into Concepts

As the new age, google search algorithm RankBrain has induced massive quality improvement to SERP as it looks beyond mere keyword-matching. This is done by looking at the big picture in the search by transforming searching terms into concepts than scouting for pages covering that concept. The rank brain also tracks user satisfaction by understanding new keywords thanks to the ability to tweak the algorithm on its own. In other words, RankBrain as the Google algorithm for SEO can show search results that will get maximum liking by the users. In the results, pages liked more by users for the information can expect a better google search ranking as a fall out of the RankBrain perspective. RankBrain takes a serious look at how a user interacts with the search results.  It keeps a tab on the “Pogo stick effect” where unsatisfied users hit the “back button” out of sheer frustration at the search results. If a web page has people leaving it quickly the message to Google is “the page stinks and needs remedial action.” Google rankbrain will diminish pogo-sticking on a specific result and a popular page will be made easier to find. How to Optimise for RankBrain?

RankBrain has also made traditional keyword research an obsolete concept. When Rankbrain algorithm emerged a winner with the flexibility in tweaking keyword, Long Tail Keywords were the worst affected. Entrenching Google rank brain has made long tail keywords a thing of the past and crushed the method of having keeping pages for each optimized keywords. So, the practice of having separate pages for “spatula,” “spatulas,” “kitchen spatula,” and “metal spatula” is gone. Long Tail Keywords Out? Today RankBrain understands the above terms refer to the same thing and identical search results are enough for all of them. The situation has made optimizing long tail keywords a time waste. Medium tail keywords are the new kids on the block.

To optimize for rankbrain means paying more care to medium tail keywords. What is rank brain will explain why it conjoins different phrases and URLs into a single piece through the deft content incorporation of varied keyword phrases similar to the way humans search and speak. One more benefit is Medium tail keywords command carry more search volume and are not too competitive like the long tail. In optimizing a page around a medium tail keyword RankBrain will get that term ranked for thousands of similar keywords. Tips for RankBrain friendly Sites SEO wizards are aware that rankbrain is another way of asserting the importance of quality content. The SEO community, after experiencing the Google search algorithm is learning to work with Google’s new program by making a mindset shift. There are experts suggesting tips to be friendly with Rankbrain. Create Great Snippets Larry Kim, founder, and CTO of WordStream calls for improvingorganic click-through rates to increase SEO success rate because he thinks “Relevance Score” of the rank brain is almost the same as the Quality Score of AdWords.  He also sees RankBrain technology in google search ranking as a variant of erstwhile G-350 technology. This AdWords technology was self-sufficient and never needed any external signals such as links forranking paid search ads. That protocol is now engulfing organic search as well. To stay compatible with the Google algorithm for SEO click-through improvements are necessary via SERP snippets. For that, reworking page titles and meta descriptions echoing the users’ needs is necessary in order to invite the user to click for more. How Google Search Works By Matt Cutts Google rankbrain has also induced the urgency to simplify URLs to add value to Google and expand user experience. Content must target featured snippet positions in search results and must be irresistible to the users and search engines. John Rampton, TechCrunch contributor suggests modeling a website and its content on the basis of domains favored by Google for leveraging the rank braid SEO opportunity. Take the case of the health sector, the favorite of Google in this domain is WebMD.com. This most searchable index is chance for other sites to have a similar structure and be in the “good” camp of Google and reap the spillover benefits. On the other hand, sites resembling a spammy site in the health sector will face the backlash as they are spammy and in the “bad” camp of Google. RankBrain spams websites that carry too many different topics and is without a focal area because it can’t understand who will use such multiple and diverse content. Rethink Keywords