Saturday, January 13, 2018

SEO | Artificial Intelligence | Google Search

SEO trends and Google changes to expect in 2018

Artificial intelligence (AI) will power many more aspects of search

It’s now been over two years since we were first introduced to RankBrain, Google’s machine-learning AI system which helps to process its search results. Since its introduction, it’s gone from handling 15 percent of search queries to all of them.

Google’s interest in AI extends much further than RankBrain, however. They have developed the Cloud Vision API, which is capable of recognizing an enormous number of objects. Indeed, Google has so much machine-learning capacity that they are now selling it as its own product.

But perhaps most interestingly, Google has now built an AI that is better at building AI than humans are. This was a project by Google Brain, a team that specializes specifically in building AI for Google.

Unfortunately, AI is not without its issues. AIs tend to get stuck in local minima, where they arrive at a “good enough” solution and are unable to climb out of it in order to discover a better solution. They also have a tendency to confuse correlation with causation; one might even call them “superstitious” in that they draw connections between unrelated things. And since the developers only program the machine-learning algorithm, they themselves don’t understand how the final algorithm works, and as a result, have even more difficulty predicting how it will behave than in the case of traditional programs.

As Google continues to embrace AI and incorporate more of it into their search algorithms, we can expect search results to start behaving in less predictable ways. This will not always be a good thing, but it is something we should be prepared for.

AI doesn’t change much in the way of long-term SEO strategies. Optimizing for AI is essentially optimizing for humans, since the goal of a machine-learning algorithm is to make predictions similar to those of humans.