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Throughout the last decade, the life of the modern-day search engine marketer has become centered around data and artificial intelligence (AI) applications.

Debates and dialogues around AI subsets, machine learning and knowledge science, and how exactly they affect the workings of the industry continue to multiply.

This trend cannot be surprising, though, when taking into consideration:

The truly staggering amounts of data we creating every minute of every day.
And the pace with which we doing so is only accelerating with the growth of the Internet of Things (IoT).
With everything from clicks to swipes, tweets to likes, we are today compiling information at an unprecedented rate.

For companies, all of this data brings new opportunities.

Executives and practitioners uncover analytical techniques to turn the data available to them into actionable insights. The more one knows about their business, the better the decision-making and overall performance.

The sheer power of a data-driven promoting approach has been a much-covered subject.

In a study conducted by Andrew McAfee and Erik Brynjolfsson with Harvard Business Review and MIT, it was revealed that:

Thankfully, with this abundance of details has come the emergence of strategies and technologies.

Functionality marketers can take advantage of these to automate some of their processes and drive significantly better business outcomes.

The multi-disciplinary field of info science is chief among them ? empowering marketers to combine various information sets and decipher the variables in their campaigns that are having the biggest impact on general performance.

To paraphrase Steve Jobs, it like a bicycle for the mind??à, essentially helping humans increase productivity and output.

As the sphere and practice of search engine internet marketing has matured and expanded, managing a program and making bids manually with spreadsheets have become immensely inefficient.

Even the first-generation platforms that have dominated the ecosystem for years, those with legacy foundational infrastructure, are falling behind the innovative new solutions that come fully-equipped with knowledge science techniques on a larger, more sophisticated scale.

So, just what is this magical facts science?

Let define it as the art of uncovering trends.??à

It is infinitely more complex than that once you dig under the surface.

Knowledge science features a blend of Bayesian statistics, predictive modeling, time-series analysis, clustering algorithms, and regression modeling to solve analytically advanced pains.

And lying at the core of all that is facts. Troves of the stuff.

SEM has always been about data.

The Key to Unlocking SEM Efficiency
Employing info science, whether that through a third-party platform or proprietary in-house tools, will undoubtedly lead to a direct improvement in the efficiency of SEM campaigns.

Here how it creates compelling value.

Superior Audience Targeting
Every click on a paid search ad contains vast riches of information ? all sorts of demographic, psychographic, and behavioral data.

Through the application of knowledge science, marketers are empowered to parse through this information to better identify the make-up of their customers and then target them with increased accuracy accordingly.

Reaching the right audience, at the right time, with the right message is paramount to any prosperous SEM campaign.

A predictor of Success
The digital footprint that customers leave behind through their day-to-day searching habits paints an accurate portrait of their wants, needs, and interests.

predictive analysis encompasses the use of data science and statistical algorithms to translate this details and segment customer behavior. This can then be used to predict the probability of a conversion ? whether it the buying of a product or the filling in of a form.

Armed with this information, marketers can bid with more accuracy and eliminate pockets of wasted spend.

Automatically Create New Keywords
One of the many branches under the knowledge science umbrella is natural language processing (NLp).

You Find Limited provides a complete range of tools and services from Search engine marketing (SEO & SEM) and Web Analytics to Blogging, Social media marketing

In SEM terms, NLp is most aptly used as a keyword expansion tool whereby practitioners can:

Leverage the technology to analyze search queries.
Detect associated keywords.
Suggest semantically similar keywords.
This helps considerably in the expansion of your portfolio and presents areas of growth that were hitherto hidden.

Unrivaled Efficiency
Every keyword in a given SEM program has a unique, optimal bid value at which it drives the highest ROAS at the lowest possible price, otherwise known as the ideal CpC.

Details science has made it possible to calculate this, unlocking efficiency on a scale not previously possible with manual bidding and legacy tools.

The end result?

A program that automatically and programmatically adjusts bids at the individual keyword level to ensure the best investments are being realized and new opportunities are being uncovered.

Wrapping Up
Through the introduction of knowledge science into advertising stacks across the world, SEM managers have become empowered with significantly more knowledge about the workings and intricacies of their campaigns.

With that, companies in this digital age can now reach functionality levels that the executives of yesteryear could only imagine.

As these technologies continue to become widespread:

Challenges will arise.
Management tactics will change.
Customers will demand more personalization from brands in the searching experience.
The evidence is clear, though: info science trends are showing no signs of slowing down.

And when info science does meet SEM, advertising ROI improves quite considerably.

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