by Fronetics | Apr 24, 2019 | Blog, Content Marketing, Marketing, Marketing Automation
Artificial intelligence is reshaping the way we live and do business. But can robots replace humans when it comes to content creation?
Highlights
- Artificial intelligence is already creating content.
- Some analysts predict that human writers will become obsolete in time.
- At least for now, there are aspects of human-generated content that robots can’t replicate.
What used to be a light-hearted, science-fiction version of the future — in which menial jobs would increasingly be performed by robots — has increasingly become a reality. We’ve seen how automation has shaped the supply chain and logistics industries in the past decade. But as artificial intelligence (AI) continues to evolve and reach new levels of sophistication, will something as complex as content creation no longer require human input?
AI is already creating content
In 2016, McKinsey Quarterly predicted that “while automation will eliminate very few occupations entirely in the next decade, it will affect portions of almost all jobs to a greater or lesser degree, depending on the type of work they entail.” Of course, there are jobs that require empathic functions or advanced social skills, which are less subject to replacement by machine learning. But content creation, though it does require original thought and synthesis of complex ideas, is in a greyer area.
The fact is, AI-generated content is already a reality. It shouldn’t come entirely as a surprise. After all, we’ve been writing about marketing automation for a while now, including, for example, chatbots or computer programs that simulate human conversation. According to Joe Pulizzi, founder of the Content Marketing Institute, “In 10 years, the majority of content will be generated by software. In 20 years, humans will wonder why we wasted so much time on content creation.”
In a notable example of AI creating content, the Washington Post developed “Heliograf,” a bot capable of generating short reports for readers, to aid in the coverage of the 2016 Olympic Games in Rio. When it was first developed, Heliograf could update readers on game outcomes, including when medals were awarded. Since then, it has written over 850 articles, including updates on high school football games and automated earnings coverage. Even now, the Washington Post uses Heliograf to supplement the work of its human writers — and has no intention of replacing them.
Natural language generation
Before we get further into the nitty-gritty of whether human content writers are doomed to obsolescence, let’s take a step back and take a look at the main function of AI when it comes to content creation. Natural language generation (NLG) is how we describe AI that can produce logical, coherent text.
“Natural language generation is a software process that automatically turns data into human-friendly prose,” writes Laura Pressman of Automated Insights. It’s important to recognize that while NLG can create content, it can’t do so without being fed data and a templated format. Essentially, when given data and a format, NLG can output content that reads as if it was written by a human.
Why we still need humans
It’s staggering what AI can produce when it comes to convincing, effective content. But even as technology becomes smarter and more sophisticated at creating content, humans haven’t been replaced just yet.
[bctt tweet=”While it’s true that content marketing should be data-driven, studies are also increasingly showing the value of intangible creativity — the kind that can’t be generated by an algorithm — in the marketing sector and beyond.” username=”Fronetics”]
Proponents of fully AI-driven marketing argue that the kind of creativity required to produce effective content marketing can all be boiled down to numbers. While it’s true that content marketing should be data-driven, studies are also increasingly showing the value of intangible creativity — the kind that can’t be generated by an algorithm — in the marketing sector and beyond.
The memories, emotions, preferences, and frailties of human writers allow for the possibility of creativity and connection that AI can’t replicate. Yes, content marketing is about data. But there’s no substitute for the way a human brain can create language and ideas that connect and resonate with another human brain.
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by Elizabeth Hines | Apr 17, 2019 | Blog, Marketing, Marketing Automation
Chatbots are a must-have lead generation and customer service tool for supply chain businesses in 2019.
The newest generation of B2B buyers is increasingly dominating the two-way conversation between marketers and buyers. They prefer to gather purchasing information on their own — overwhelmingly via online searches, vendor websites, and peers and colleagues — rather than talking to sales representatives. They are unsubscribing from marketing emails at alarming rates, citing over-communication as the number-one reason why. And they are using messaging platforms to speak directly with brands when they have questions or problems.
At the same time, buyers are demanding more personalized communications, faster response times, and an improved, cohesive user experience on all of a vendor’s digital channels.
All these factors are driving the growing popularity of chatbots as a lead generation and customer service tool. But, at Fronetics, we think it’s time to stop viewing them as a trendy communication mechanism and more as a necessary part of a supply chain operation’s marketing strategy.
Chatbot applications for the supply chain
I’ve written before about the impressive implications that automation has for supply chain marketing & sales efforts. (HubSpot reports that businesses using marketing automation receive a 451% increase in qualified leads.) At Fronetics, we’re seeing chatbots as one of the most successful and easy-to-implement marketing automation tools in the current marketplace.
Chatbots are relatively inexpensive, inherently low-maintenance, and surprisingly user-friendly — to both the buyers interacting with them and the vendors setting them up. They help website visitors find the information they need quickly, while gathering user data that is useful in marketing and sales efforts, all without taxing human resources. In fact, Chatbots Life reports that businesses can save up to 30% of costs associated with servicing customer requests by using a chatbot.
Millennials, in particular, appreciate the quick, easy, and unobtrusive communication option that chatbots offer. And, as we all know, this generation comprises an increasing percentage of the B2B purchasing landscape. In a crowded marketplace, vendors that offer a pleasing user experience will have the competitive edge when it comes to winning business and growing a base of loyal customers.
A real-life example
We are recommending chatbots to clients because we have seen firsthand how effective they can be. I’ll give you an example from our own experience at Fronetics.
We recently implemented a chatbot on our website that we synced with my calendar, allowing users to schedule a time to speak with me about our services. I am not exaggerating when I say that within 24 hours, we had a lead come through the bot. I spoke with that lead at the time he scheduled, the next morning, and delivered a proposal to him the next day.
Chatbots are here — in a big way. If you’re not using one, your competitors certainly are (or will be soon). Having a chat mechanism on your website will soon be the difference between winning more business and missing out… if it’s not already.
This post originally appeared on EBN Online.
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by Fronetics | Apr 11, 2019 | Blog, Content Marketing, Current Events, Logistics, Marketing, Social Media, Supply Chain
Content marketing is no longer optional. It’s essential in creating brand awareness, educating audiences, and building credibility. Here’s a look at the biggest digital marketing trends for 2019.
Highlights:
- The content marketing industry is expected to be worth more than $400 billion by 2021.
- Video is currently the most popular form of content being consumed online today.
- Peers and colleagues are the third most influential source of information for B2B purchasing, right behind online searches and your website.
A recent article by Forbes on content marketing notes: “As recently as a few years ago, marketers handled content mostly as a side project. It was more of a bonus than an essential role — something you did when you had time because it took a backseat to more traditional marketing projects and responsibilities. That’s changed.”
Boy, has that changed. The content marketing industry is expected to be worth more than $400 billion by 2021.
[bctt tweet=”The content marketing industry is expected to be worth more than $400 billion by 2021.” username=”Fronetics”]
The 2018 report from the Content Marketing Institute shows just how prevalent digital and content marketing is, and how essential it has become to creating brand awareness, educating your audience, and building credibility and trust with your customers.
Supply chain & logistics marketers: Trends to watch
So, where is content marketing headed in 2019? Marketing budgets are still on the rise, and supply chain and logistics companies are increasingly seeing the value in moving to an inbound marketing strategy driven by original content.
These are the six notable trends to consider when planning your 2019 content marketing strategy.
1. Video
Video is currently the most popular form of content being consumed online today, and video marketing will continue to have substantial value in 2019.
Smart supply chain marketers should start the new year by developing a visual storytelling strategy that offers consistent delivery of valuable content.
What’s your best bet? Be helpful and teach your audience something worthwhile to them.
2. Chatbots
The rise of chatbots – automated computer programs that simulate human conversation in messaging apps – is expected to continue in 2019. Business Insider recently reported that the number of people on messaging apps surpassed the number of users on social networks!
Chatbots are just one of the ways artificial intelligence will shape the content marketing landscape in 2019, but their ability to drastically increase customer engagement puts them on the short list for a major trend to watch in the coming year.
3. Voice search
Voice search is becoming an increasingly prevalent means of attaining information. Statistics vary, but it’s expected that anywhere between 30-50% of all searches will be voice searches by 2020. A recent report by NPR and Edison Research found that the rise of smart speakers is substantially changing consumer routines and purchasing behavior.
A good content marketing strategy for 2019 should consider how your customers might use voice search in your industry, and what you can do to maximize your content’s ability to respond.
4. Long-form content
I love this one, because it harkens back to humble beginnings of content marketing and the desire to put informative, quality content in front of a targeted interested audience.
Long form content – white papers, case studies, and lengthier blog posts e.g. – will have a resurgence of renewed appreciation in 2019. Why? Because many industries, including supply chain and logistics industries, are saturated with tons of mediocre short form content. People are increasingly looking to weed through it all for substantial quality posts from trusted sources. In addition, search engines will favor longer posts in results rankings.
Cheers to 2019 being the year of quality over quantity!
5. Brand ambassadors
We wrote about brand ambassadors as we headed into 2018, but they are worth mentioning again as we look forward to 2019. Brand ambassadors are employees that influence the B2B buying decisions of others, and they are an often-overlooked resource with more traditional marketing tactics.
Peers and colleagues are the third most influential source of information for business to business (B2B) purchasing, right behind online searches and your website! And there’s nothing more credible than a friend who speaks highly of their company’s product or service.
Definitely consider how you can help make brand ambassadors out of your employees in 2019.
6. Market Influencers
The final trend to watch in 2019 is influencer marketing, a form of marketing which focuses on influential people rather than the market as a whole.
Basically, marketers identify individuals who might have influence over potential buyers and create marketing campaigns and activities around these influencers. In many ways, this works similarly to a brand ambassador, where a single person influences their network of friends; in this case, however, the market influencer has a large network and a lot of “friends” who listen.
Influencer marketing will be a huge trend in marketing for 2019, and it would be worth considering who might be an influencer in your industry in the coming year and what your company might do reach them.
So, there you have it. As we head into 2019, these are the trends to watch and plan for in content marketing space.
The B2B buying climate is growing longer and more complex, and content marketing is so effective throughout the entire sales cycle if it’s done well. The end of the year is a great time to revisit your marketing strategy and make any necessary changes for the coming year.
This post originally appeared on EBN Online.
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by Elizabeth Hines | Mar 20, 2019 | Blog, Logistics, Robotics & Automation, Supply Chain
With the power to drastically increase efficiency in all areas of the supply chain, it’s important brands are exploring the benefits of AI. Here are four examples of how AI can benefit your supply chain.
Highlights:
- It’s estimated that supply chain firms could gain $1.3 to $2 trillion a year from using AI.
- Machine learning has the ability to quickly discover patterns in supply chain data by relying on algorithms and constraint-based modeling to find the most influential factors.
- The increasing popularity of chatbots is making it harder to ignore how AI is helping shape not just the daily logistics but also the B2B marketing landscape and operational procurement for supply chain industries.
Artificial intelligence is not simply affecting supply chain management, it is revolutionizing it.
With the power to drastically increase efficiency in all areas of the supply chain, McKinsey estimates that firms could gain $1.3 trillion to $2 trillion a year from using AI in supply chain and manufacturing.
Here are 4 examples of AI and how it’s changing supply chain management for the better.
1. Autonomous transport
There’s nothing more exciting than the field of autonomous transport for SCM. We’ve all known for many years that driverless trucks have major potential to affect supply chain management and logisitics.
We aren’t there yet – and “anyone employed as a driver today will be able to retire as a driver” — but if autonomous trucking can be developed to its potential, the technology would effectively double the output of the U.S. transportation network at 25 percent of the cost.
The conversation is no longer simply talking about vehicles on the road either. Google and Rolls-Royce recently partnered to build autonomous ships too.
2. Final-mile delivery route efficiency
One doesn’t have to have a driverless vehicle, however, to use AI to optimize delivery logistics.
For example, in the “devilishly complex” task of delivering 25 packages by van, the number of possible routes adds up to around 15 septillion (that’s a trillion trillion).
That’s where route optimization software and AI-powered GPS tools like ORION — which UPS uses to create the most efficient routes for its fleet — are making their mark. With ORION, customers, drivers and vehicles submit data to the machine, which then uses algorithms to creates the most up-to-date optimal routes depending on road conditions and other factors.
And there are also other autonomous entities out there besides cars, trucks, and ships. Robots using LIDAR technology are now being used to deliver items in crowded city environments. For example, Marble’s robots deliver medicine, groceries, and packages, and they also track their routes and the condition in order to continuously improve delivery for the next time. Additionally, last-mile solutions with drones continue to be explored due to their ability to move quickly and bypass almost all ground-level obstacles.
3. Demand forecasting, particularly for warehouse management and SCM strategy
Machine learning has the ability to quickly discover patterns in supply chain data by relying on algorithms and constraint-based modeling to find the most influential factors. This ability to find data patterns without human intervention has applications in EVERY aspect of SCM, but demand forecasting is a particularly influential component beneficiary.
Warehouse management and SCM strategy rely heavily on correct supply, demand, and inventory-based management. Forecasting engines with machine learning offer an entirely new level of intelligence and predictive analysis of big data sets that provides an endless (and constantly self-improving) loop of forecasting, overhauling the way we manage inventory and the way we create new strategies for our industries.
4. Chatbots for marketing and operational procurement
The increasing popularity of chatbots is making it harder to ignore how AI is helping shape not just the daily logistics but also the B2B marketing landscape and operational procurement for supply chain industries.
A chatbot is a computer program that simulates human conversation using auditory or textual methods. It communicates with your customer inside a messaging app, like Facebook Messenger, and is similar to email marketing without landing in an inbox. Mimicking a human conversation, chatbots currently allow for increased customer engagement through messaging app technology that isn’t yet saturated with marketing. They are just one of the many ways to integrate AI and marketing.
There’s so much more than these 4 examples to consider when discussing AI and the supply chain: prediction of delivery arrival times to the warehouse and to the customer, cargo sensors, automated purchasing, financial applications…the list literally may be endless.
Choosing what to focus on for this article, and more importantly, for all supply chain and logistics businesses, is a tough decision, but one thing is clear: in the “arms race” to leverage AI in SCM, some will come out on top and some will be left behind.
This post originally appeared on EBN Online.
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by Fronetics | Mar 1, 2019 | Blog, Current Events, Marketing, Social Media
Also this month in social media news: YouTube has reached nearly 2 billion monthly users; Instagram is developing a feature to simplify multiple account management; and YouTube addresses “dislike mobs.”
Highlights:
- Social media platforms including Facebook, Instagram, and LinkedIn are working to streamline their platforms.
- YouTube usage continues to grow, as the platform begins addressing dislike mobs.
- Good news for businesses: streamlined platforms mean less busy-work for marketers.
This month in social media news, we’re seeing multiple platforms working to integrate and streamline their services. Facebook is merging its messaging platforms, while Instagram (owned by Facebook) looks to simplify multiple account management. Additionally, a major part of LinkedIn’s upgrade to its recruitment tools involves integrating them into a single platform.
Social media usage continues to grow, and YouTube is no exception, announcing that it reached nearly two billion monthly users in the fourth quarter of 2018. The platform is also seeking to address one of the main concerns that users currently face: “dislike mobs.”
The developments this month are important for businesses to be watching. Facebook’s plans to integrate its messaging will no doubt mean changes to current chatbot optionsand possibly open up new opportunities for enhanced marketing automation. LinkedIn’s updated recruiter platforms are welcome news for businesses when it comes to identifying and hiring qualified candidates. And if Instagram’s developments pan out as anticipated, marketers will have an easier time managing multiple accounts.
Here’s your social media news for February 2019.
Facebook Is Integrating Its Messaging Platforms
Facebook has confirmed that it’s working toward integrating the three messaging platforms that it owns— Facebook Messenger, Instagram, and WhatsApp — with the aim of facilitating cross-platform communication. Integration would allow users to send messaging between apps, which would remain distinct. Not only will users be able to communicate seamlessly across multiple platforms, features and tools available on each platform will become available across all three apps.
[bctt tweet=”Facebook has confirmed that it’s working toward integrating the three messaging platforms that it owns — Facebook Messenger, Instagram, and WhatsApp — with the aim of facilitating cross-platform communication.” username=”Fronetics”]
While the project has a long way to go, with changes not showing up for users until at least 2020, this is big news, and businesses should be keeping an eye on ongoing developments.
LinkedIn Updates Recruiter Platforms
LinkedIn announced this month a major upgrade to its recruitment tools, with the goal of streamlining hiring processes and matching more relevant candidates. From the announcement:
“Recruiters have told us they’re often frustrated by the need to jump from tool to tool. We’ve heard you. So we’ve put all of our core tools — Jobs, Recruiter, and Pipeline Builder — on a single platform. Once you create a project, you will be able to see the results from all your active sourcing channels — search results, job applicants, media leads — under the Talent Pool tab, and you can manage candidates from there.”
Additionally, LinkedIn will be adding new AI sorting tools, aiming to find better suited candidates for recruiters, using previous usage trends as well as platform data and learning from personal interests.
YouTube Reaches 2 Billion Monthly Users
Earlier this month, YouTube’s parent company, Alphabet, announced in its Fourth Quarter and Fiscal Year 2018 Reportthat the video giant has more than 2 billion monthly users. Not only that, the number of channels with more than a million subscribers has almost doubled in 2018. Content creators on YouTube are also making more — the number of creators earning between $10K and $1 million from YouTube AdSense has grown more than 40% compared to a year earlier.
Instagram Is Developing an Account-Linking Feature to Simplify Multiple Account Management
After last month’s launchof a feature allowing users to post to multiple accounts with a single click, Instagram is pushing ahead with its efforts to streamline multiple-account management. It’s now developing a new option that will connect multiple accounts under a single login. The development, first reported by TechCrunch, will give Instagram users a variety of account-management options and allow marketers to cut down busy-work, like setting preferences for multiple accounts over and over.
YouTube Is Asking for Feedback in Addressing “Dislike Mobs”
YouTube is addressing the pernicious issue of so-called “dislike mobs” in a recent issue of Creator Insider, the video platform’s corporate series for creators. The company’s developers are considering multiple options, and while it does so, it is soliciting feedback from creators. Options so far discussed include methods for disabling the downvote button, allowing content creators to set preferences for whether ratings are publicly viewable, or requiring users to provide a reason for downvoting a video.
With its announcement that it is addressing the issue of dislike mobs, YouTube is demonstrating its commitment to content creators on its platform.
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