Machine Learning and Marketing: Tools, Examples, and Tips Most Teams Can Use Machine learning, a subset of AI, is a powerful tool that's rapidly transforming marketing. Around 35% of marketers are using AI to simplify their jobs and automate tedious tasks, according to HubSpot’s latest research. However, the same research reveals that 96% of marketers still adjust AI-generated outputs — indicating that it's still far from perfect. In today‘s post, you’ll learn how machine learning can supercharge your marketing team. We’ll also share actionable examples from real-world companies implementing machine learning and noticing significant improvements. Table of Contents Machine Learning and Marketing How Machine Learning Can Improve Marketing 15 Examples of Machine Learning and Marketing 5 Tips for Using Machine Learning in Marketing Machine Learning Tools for Marketing Machine Learning and Marketing Machine learning is a form of artificial intelligence (AI) that enables software applications to become more accurate at predicting outcomes without being explicitly programmed. Marketers use ML to understand customer behavior and identify trends in large datasets, allowing them to create more efficient marketing campaigns and improve marketing ROI. For example, Netflix uses machine learning to enhance its recommendations algorithm, forecast demand, and increase customer engagement. By leveraging customers' viewing history, the company gains powerful insights into customer preferences, enabling them to make relevant content suggestions. Look at the image below to see what makes business professionals adopt ML and AI technology. Image Source How...

Which AI Tool Writes the Best Marketing Copy? As a marketing copywriter, I can tell you writing is critical to any successful marketing campaign, from emails to social media posts to blogs. Even the most seasoned writer can struggle to keep up with demand, so taking advantage of the AI tools available to streamline your process and boost your productivity is crucial. But what tool is best for you and the content you need to create? I tested several AI copywriting platforms to find which tools write the best marketing copy. By the end of this blog post, you'll have a better idea of what tools you should try to help you produce quality content faster. What is AI Copywriting? Blog Introductions HubSpot's AI Content Writer ChatGPT Scalenut Social Media Copy SocialBee Anyword Email Copy Copy.AI Hypotenuse.AI Choosing the AI Tool for You What is AI copywriting? AI copywriting combines natural language processing with machine learning to generate copy for social media, blogs, websites, landing pages, scripts, and more. Though AI generates the copy, the intention is for it to sound like a human wrote it. Furthermore, AI-generated copy is crafted quickly, helping marketers meet deadlines and allot more time toward other responsibilities. Blog Introductions My three contenders for the best AI tool for blog writing are HubSpot's AI content writer, ChatGPT, and Scalenut. To compare each device, I typed the following prompt into each system and evaluated the introductions in the results: “Generate a...

Are Virtual Influencers the Future of Marketing, or Untrustworthy Advertising (Top 15 Virtual Influencers) Just last week, I purchased a yoga mat after seeing a sponsored post on Instagram from fitness influencer Cassey Ho. Ho commands a large following on YouTube thanks to her bubbly personality and Pilates prowess. Ultimately, her endorsement was enough for me to click "Buy." But could this influencer magic work with a non-human influencer? In 2023, computer-generated influencers might argue, "Yes." Here, we'll discuss whether virtual influencers are the future of marketing, and list the top 15 virtual influencers of 2023. Let's dive in. Tables of Contents What is a virtual influencer? Are Virtual Influencers The Future of Marketing? The Top 15 Virtual Influencers What Virtual Influencers Can Offer — and What's Missing Let's take a look at this post from Miquela Sousa (@lilmiquela), a virtual influencer with over 2.7 million followers on Instagram: By all accounts, the post looks real. Miquela, a 19-year-old Brazilian-American model, influencer, and singer, is posting a #sponsored post for Calvin Klein and posing with fellow model Bella Hadid. But Miquela is a computer-generated character, introduced by Los Angeles company Brud in 2016. Each month, almost 260,000 people listen to her music on Spotify. Miquela works with major brands ranging from Prada to Samsung, and she's even given interviews at Coachella. All of which raises the question — why should companies pay real human influencers to promote their products, when they can create their own...