Post by account_disabled on Mar 10, 2024 20:45:06 GMT -6
But rather a new algorithm that optimizes the Hummingbird work. If you look at the image above while reading Greg Corrados words we can say with a high degree of correctness that RankBrain acts in between the Understanding and the Retrieving phases of the overall search process. Evidently the tooambiguous queries and the ones based on colloquialisms were too hard for Hummingbird to understand so much so in fact that Google needed to create RankBrain. RankBrain like Hummingbird generalizes and rewrites those kinds of queries trying to match the intent behind them.
In order to understand a neverbeforeseen or unclear query RankBrain uses vectors which Europe Cell Phone Number List are to quote the Bloomberg article vast amounts of written language embedded into mathematical entities and it tries to see if those vectors may have a meaning in relation to the query its trying to answer. Vectors though dont seem to be a completely new feature in the general Hummingbird algorithm. via Matt Cutts himself as you can see from the Twitter conversation below At that time Google was still a ways from being perfect. Upon discovering web documents that may answer the query RankBrain retrieves them and lets them proceed following the steps of the search phase until those documents are presented in a visible SERP.
It is within this context that we must accept the definition of RankBrain as a ranking factor because in regards to the specific set of queries treated by RankBrain this is substantially the truth. In other words the more RankBrain considers a web document to be a potentially correct answer to an unknown or not understandable query the higher that document will rank in the corresponding SERP while still taking into account the other applicable ranking factors. Of course it will be the choice of the searcher that ultimately informs Google as to what the answer to that unclear or unknown query is.
In order to understand a neverbeforeseen or unclear query RankBrain uses vectors which Europe Cell Phone Number List are to quote the Bloomberg article vast amounts of written language embedded into mathematical entities and it tries to see if those vectors may have a meaning in relation to the query its trying to answer. Vectors though dont seem to be a completely new feature in the general Hummingbird algorithm. via Matt Cutts himself as you can see from the Twitter conversation below At that time Google was still a ways from being perfect. Upon discovering web documents that may answer the query RankBrain retrieves them and lets them proceed following the steps of the search phase until those documents are presented in a visible SERP.
It is within this context that we must accept the definition of RankBrain as a ranking factor because in regards to the specific set of queries treated by RankBrain this is substantially the truth. In other words the more RankBrain considers a web document to be a potentially correct answer to an unknown or not understandable query the higher that document will rank in the corresponding SERP while still taking into account the other applicable ranking factors. Of course it will be the choice of the searcher that ultimately informs Google as to what the answer to that unclear or unknown query is.