CONTENT MARKETING How AI and Machine Learning are Changing the Way We Approach Marketing
The future is coming and it will revolutionize the marketing
industry. Marketers must be prepared for the impact of Machine Learning (AI)
and Artificial Intelligence (AI) by becoming part of this intelligent and
interconnected digital world.
Although the concept of AI has been talked about for a
while, advanced analytics and the next generation of customer service are
finally becoming a reality. According to research projections, by 2020, 85% of
customer interactions will not involve a human agent.
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But one could say that chat bots have already successfully
replaced customer service representatives around the world. In 2017, 34% of
consumers preferred this type of customer service. Chat bots are part of the AI
revolution, and they are everywhere.
In fact, many initial interactions between an organization
and a consumer are handled via robots. These programs are designed to respond
based on the keywords provided. They do it at lightning speed and at a lower
rate than employees. It's a win-win solution for thriving businesses and eager
online customers.
However, this is not the only change in business practices
that is experiencing major optimization. Digital Assistants and other
cutting-edge technology solutions that used to be science fiction are bringing
us even closer to the limits of marketing.
How? With relevant content, greater marketing reach, new
market opportunities and an overall evolution of communication with technology,
customers, brands and services.
What does AI and
machine learning really represent?
Artificial intelligence and machine learning are two
different terms that are often used interchangeably. Artificial intelligence is
a much broader concept of intelligent machines, but machine learning is only
one of the characteristics of its capabilities.
In other words,
artificial intelligence is a machine capable of applying what is called machine
learning and using it to solve complex problems alone.
In the early stages of development, ML stands for the
learning process that a machine performs without explicit prior programming.
This special technique of ML is called deep learning and involves an artificial
network of neurons that mimic the functioning of our brain. To put it simply,
we can give a bunch of data to a machine and see how it learns on its own.
A neural network system is designed to receive and process
information in the same way as the human brain. The machine can learn to
recognize patterns, make statements, and provide more accurate estimates based
on the data provided. But this is not the end.
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Another important aspect of artificial intelligence is the
option of human collaboration with machines. With Natural Language Processing
(NLP), we can benefit from seamless communication and interaction between
people and electronic devices, such as the one we share with Siri.
Technology is evolving to the point that devices can now
learn to communicate with us on an organic and natural level. After all, the
goal is for computers to reach a human understanding of languages and text. And once the goal is achieved, they will not only
understand, they will also draw their own conclusions, summarize and
communicate naturally.
Remodeling the Marketing Arena: What Can Marketers Expect?
How will artificial intelligence technology make a
difference for marketers? In the coming years, the industry will face a
significant change in terms of personalization and relevance. In the face of
growing customer expectations, companies will need to implement more
innovations that will transform their interactions.
"Responding to customer expectations in the new decade
means moving from a" customer centric "to" customer engagement.
"This deliberate transformation requires a fundamental shift in how B to B
businesses think, act and collaborate.
To meet customer expectations, businesses will need all the
help available. Why? Because by 2020, consumers will become key brand
differentiation. The buyers' satisfaction with the products and services will
make them loyal.
AI will empower marketers by opening doors to lucrative
market opportunities and better customer relationships. From bespoke marketing
campaigns to interactive web design and extended digital advertising platforms,
AI promises to increase brand competitiveness by conquering vast amounts of
data and expanding strategies. marketing to new heights.
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Examples of IA and ML technologies in marketing today
The AI in
marketing is already behind the scenes decisions of many marketers. In fact,
Marketing Automation Insider's research suggests that marketing automation has
become a $ 1.65 billion industry over the last five years.
Despite the prevalence of AI, 63% of people still do not
realize they use it daily. However, this does not deter companies; 68% of CMOs
reported that their companies had incorporated or planned to integrate AI into
their operations. And 55% of companies expect AI to have a greater impact on
marketing and digital communication than social media networks.
Some brands understand precisely the power and benefits of
artificial intelligence systems. A pioneer of artificial intelligence, Google
used Rank Brain's artificial intelligence algorithm to find relevance in the
huge amount of search queries of 2015. This is the perfect example of how the
treatment Natural language could allow marketers to navigate between large data
and relevant content.
In addition, grid web design is also part of artificial
intelligence technology. It is often used to automate sites with smart image
recognition, cropping, and algorithms to create a custom landscape that changes
over time as you add content. Imagine a website that is emerging on its own. It
sounds scary and tempting at the same time, does not it?
Artificial intelligence algorithms can do a lot more. They
can also touch and affect product prices. By using machine learning, marketers
can determine the ideal price based on price and sales trends, storage
capacity, and other factors specific to the business. Better yet, the AI can provide critical information to entrepreneurs; including how and
why the customer can get in touch with the business.
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Let's not forget that detailed information about customer
behavior and preferences leads to personalized targeting of ads. The deep
learning approach benefits marketing through better data analysis, which can
show how users have responded to previous and recent digital ads. "Deep
learning [is] able to handle more signals for better detection of user behavior
patterns."
Machine learning can also help you optimize your product
catalog, improve lead conversion, strengthen branding, and increase the chances
that a user will click on the ad. AI will bring customers and marketers
together more than ever before, and the public will not think about it; their
efforts are considerably reduced because their actions are anticipated.
The Main Fronts on Which AI Will Have an impact on Marketing
Artificial intelligence in marketing is growing and with it
the future of marketing. We will therefore review all branches of marketing
intelligence that will be transformed, knowing that each application will have
significant consequences for marketing managers and the customer journey.
Build a Reputation in Social Media
The most popular strategy for building a positive business
reputation is based on social media platforms. Facebook, LinkedIn and Twitter
are now common channels for marketers to raise awareness and monetize their products
and services through ads.
However, these platforms have begun to look at how users
perceive advertisements, which has led to the use of artificial intelligence algorithms
to feed news feeds based on consumer preferences. This is good news for
enthusiastic marketers, who can use this data to create ads that customers will
respond positively.
AI Content
Development & Content Curation
In addition to informing and supporting smart marketing
decisions, some artificial intelligence functions can also generate content to
attract customers to the website. For example, in 2016, the Wordsmith program
generated more than 1.5 billion content, up from 300 million in 2013.
The writing system can efficiently track data and language
structure to generate human-type articles. While content is primarily focused
on data reporting, marketers, especially those in finance, can benefit from
market reports provided by the AI program.
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Nevertheless, the curation of AI content is there to help
involve more customers. With this technique, brands can better entertain their
visitors by presenting them with relevant content.
It's also an excellent subscription management strategy, as
recommendations improve as the number of users increases. How? Through the use of machine learning algorithms
that memorize the stop of buyers and analyze trends.
Automated Marketing
How can marketing automation help sales? AI technology
measures success and ranks sales based on prospects for prospect conversion.
Marketers who use machine learning and artificial
intelligence algorithms for sales will have access to customized marketing
programs, enhanced email campaigns, and the addition of a master dashboard. AI
systems will therefore change the current market and marketing efforts in
general.
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Personalized Experience on the Web and Applications
Online shoppers are always looking for transparent and
innovative businesses, but beyond a clear message and an interesting site
design, responsiveness is what matters most. By applying the predictive
artificial intelligence model, customers can benefit from quality customer
service with quality content on all fronts, including the web and applications.
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Loyal customers will have more in-depth information about
the products or services they are interested in, while new visitors will have
access to informative content that will be of interest.
AI Marketing Email
As mentioned earlier, AI can help optimize e-mail marketing.
By applying the knowledge generated by artificial intelligence technology,
marketers can discover a subscriber's tendency to buy certain products and then
present the most relevant products to the consumer. Once the newsletter is
open, the e-mail displays the offers, products and potential prices offered by
the company.
Predictive analytics
Marketers will finally have accurate information and
forecasts on which to build productivity. Although the propensity model is as
successful as the data it processes, this type of support could help
organizations stay ahead of their competitors.
Predictive Artificial Intelligence technology will pave the
way for new marketing concepts and shape the design of advertising campaigns.
Price forecasting, lead conversions, repeat purchases, trends, etc., will
become the new marketing standard and the main formula for increasing revenue.
Programmatic
advertising
Programmatic marketing can use prediction and machine
learning algorithms to efficiently target ads to the largest and most loyal
customers. However, not all social platforms are safe for your ads. Since
Google has been scandalized by a security network because of ads from certain
companies appearing on questionable websites, marketers are now paying close
attention to the publication of ads.
But AI can help increase network security by recognizing
suspicious sites and removing them from the channel list. In other words,
artificial intelligence in programmatic marketing can tell marketers the best
options for placing their targeted ads.
Trends in AI and
Machine Learning for 2018
Although evolution is just beginning, we can expect AI
results to evolve continuously. The next generation of customer service and
marketing will dominate the industry until more marketers make the jump and
join the revolution. AI will support multiple applications in the future.
Machine-man
interactions
Machine learning will not stop with robots. In fact, they
can only be smarter and help marketers conquer their customers by delivering
the right content at the right time. As machines can predict the subject of the
conversation, it will be easier to resolve any complaints or problems that
users might encounter.
Unlike traditional conversations and voice / text
communications, AI will enable a new form of collaboration. Microsoft is
already exploring the potential of so-called "multisensory"
communication that integrates senses such as sight, touch, sound and gestures.
Recognition of images
by Social Media
Visual aids are the most important part of any marketing
strategy. Did you know that publications with images are 2.3 times more likely
to engage Facebook users? Not to mention that tweets with images receive 150%
more retweets than just text. However, it is not enough to have an old image.
The trick is to find the most compelling photo, which can be a challenge for
marketers.
Using AI solutions, marketers can find the needle in the
haystack and tailor their commercial images to consumer preferences. By
examining the specific characteristics of the image, artificial intelligence
tools can detect the form that works for viewers, which can help companies to
inspire confidence in their customers.
Customization in Customer Service
Marketing software technology is very popular and businesses
of all sizes are using it to become more personal with their customers. However,
this may not be enough for the future of customer service because things are
about to become more personal.
Instead of push notifications and e-mails, machines will dig
deeper and learn what's right and what's not working for a particular buyer. The
entire customer journey with the brand will be tailored to each individual to
build closer relationships with the target audience.
Artificial Content
Because AI can manage big data, learn from information, and
generate content, it can guide marketers toward better lead tracking and
targeted micro targeting. Similarly, AI will also contribute to content
creation, which can reduce costs and give brands a competitive advantage.
By understanding and incorporating the human element into
the brand's history, artificial intelligence will integrate seamlessly among
individuals. The only difference is the creativity and innovations of the
company that can push the limits.
Conclusion
The focus is now on consumers - customers want innovations
and better relationships with the business world. With a prognosis of data more
accurate than ever, AI will finally connect businesses to the impatient public.
In addition, AI & IOT Solutions Agnecy Dubai UAE will automate various marketing technologies
and help return market relevance. With the content generated, in-depth analysis
of human behavior and language, and machine learning capabilities, the AI will become more than just a tool to support business growth. it will
be part of our culture.
The possibilities are endless, breathtaking and beyond our
imagination. Marketers must remain vigilant because AI technology is being used
more and more every day. In any case, the future is bright and we can expect
many changes in the coming years.
So, if you want your business to continue to
thrive, get ready to communicate with robots and automate your marketing as
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