Calvyn Lee Blog

NOVEMBER 24, 2023

The launch of ChatGPT by OpenAI in late 2022 has sparked tremendous interest in artificial intelligence (AI) and how generative AI tools can be used for content creation and other marketing applications. Rather than focus solely on generative AI, a strategic view evaluates automation opportunities throughout the customer lifecycle.

Transform 130

Transform Digital Marketing Key Performance Indicator User-Generated 130

Martech

JULY 30, 2024

Generative engine optimization (GEO) is how marketers can catch this wave. Take our brief 2024 MarTech Replacement Survey Why GEO is important Impact on organic search Evolution in user search behavior What is GEO? GEO vs. SEO: Similarities and differences Both GEO and SEO are cornerstones of modern digital marketing.

Transform 113

Transform User-Generated SEO Digital Marketing 113

Search Engine Land

AUGUST 5, 2024

My 2019 book, “Digital Marketing in an AI World,” explores the transformative impact of AI on PPC , highlighting three crucial human roles: teacher, doctor and pilot However, the emergence of generative AI necessitates a fourth role to further enhance the synergy between human expertise and AI capabilities.

Digital Marketing 86

Digital Marketing Transform User-Generated Marketers 86

Marketing Insider Group

DECEMBER 8, 2020

Is digital transformation just a buzzword? B2B SMBs can achieve digital transformation; it takes work, commitment, and the right strategy. To help you get started or keep progressing, we’ve designed a roadmap for B2B SMB digital transformation. The push to become more digital has value, and they know it.

Transform 138

Transform eCommerce Thought Leadership Millennials 138

Martech

DECEMBER 11, 2024

The digital marketing landscape is rapidly evolving, driven by the increasing sophistication of artificial intelligence. Organizations now face an important choice: should they create a special AI team or give individual marketers AI tools? These tools transformed AI insights into engaging, interactive multimedia experiences.

Transform 111

Transform Key Performance Indicator User-Generated Communications 111

Martech

JANUARY 23, 2024

Today’s digital marketing seems to require an overload of data. With analytics platforms generating vast amounts of information across multiple channels, making sense of it can be challenging. This is where data visualization comes in — the key to transforming raw analytics data into clear, actionable insights.

Transform 135

Transform Analytics Key Performance Indicator User-Generated 135

Martech

OCTOBER 21, 2024

This was a common practice 25-30 years ago in the early days of digital marketing, but I thought it had faded away. In another case, the client had property admin access, allowing it to make configuration changes, but no rights to manage users. I was wrong. Here are some recent examples.

Transform 129

Transform Analytics User-Generated Management 129

Martech

MARCH 24, 2025

They put AI at the center of their decision-making, asking themselves how AI can improve their processes and transform how they make decisions. Contrast this with AI-enabled brainstorming, which can rapidly generate and evaluate hundreds, even thousands, of possibilities by tapping expansive knowledge bases and historical datasets.

Transform 121

Transform Marketers Marketing User-Generated 121

Jeff Bullas

MARCH 7, 2023

Humans working with an AI image generator now co-create more than 20 million images every day. Why does that matter for marketing? Marketing is both an art and a science. Digital advertising has become an essential component of marketing strategies for businesses across industries.

Digital Marketing 189

Digital Marketing Transform User-Generated Advertising 189

Search Engine Land

SEPTEMBER 12, 2024

Below are our takeaways about this new tool and its implications for digital marketing. It delivers answers to user queries using real-time information from across the web. The retrieved sources serve as additional context for the language model to accurately answer the user’s query.

PR 100

PR User-Generated Transform Thought Leadership 100

Martech

DECEMBER 16, 2024

The AI revolution is transforming the search landscape rapidly, leaving traditional SEO tactics struggling to keep up.Heres a 13-point roadmap to help you deal with changes caused by AI technologies. SEOs must now account for conversational search, generative AI, and their integration into a growing array of products. Knowledge graphs.

Transform 116

Transform User-Generated SEO Communications 116

Buffer Marketing

JANUARY 7, 2025

Artificial intelligence is transforming digital marketing by empowering us to do our best work. The right AI marketing tools will help you automate repetitive tasks, make data-driven decisions, and unblock your creativity. Hubspot 's AI helps you create and optimize email marketing campaigns that convert better.

Price 118

Price Thought Leadership Transform User-Generated 118

Hubspot Marketing

JULY 16, 2024

Everyone knows that ChatGPT can generate content on nearly any topic you can imagine (some information might be made up, but that’s a story for a different article). Categorize them into informational, navigational, transactional, general, and commercial categories. What I like about ChatGPT is that it’s a good idea generator.

SEO 137

SEO User-Generated Transform eCommerce 137

Search Engine Land

OCTOBER 8, 2024

This powerful, free tool enriches your existing analytics and customer profiling, offering deeper insights into user behavior. TL;DR Clarity is a free, no-frills heatmapping and user session recording tool. Clarity has good prebuilt filters, allowing you to segment out users and answer important analytics questions.

Analytics 105

Analytics User-Generated Transform eCommerce 105

Businesses Grow

DECEMBER 8, 2022

But with the introduction of a new, user-friendly interface, anybody has access to this breathtaking technology. OpenAI is a research laboratory dedicated to creating artificial general intelligence (AGI) that can benefit humanity. In 2023, marketing and the marketing profession will be transformed.

Transform 145

Transform Copywriting Marketers Marketing 145

Neil Patel

DECEMBER 21, 2020

You might not know that there is a subset of it that plays a vital part in digital marketing. It’s called Natural Language Generation, and it’s more prevalent than you might think. One of the best examples of natural language generation is Google’s Smart Compose. That’s natural language generation at work.

Digital Marketing 144

Digital Marketing Transform Customer loyalty User-Generated 144

Neil Patel

DECEMBER 9, 2020

Machine learning is on the verge of transforming the marketing sector. What’s more, these companies are using machine learning to get ahead of competitors by tackling some of marketing’s toughest challenges, such as personalization, instant customer support, and big data. Marketers should sit up and take notice.

Digital Marketing 144

Digital Marketing Transform User-Generated Marketers 144

Digital Marketer

APRIL 30, 2024

So, how do brands use a tagging strategy to make their marketing campaigns stand out? Improve Social Media Engagement With over 5 billion users , social media provides an easy way to connect with your audience, build relationships, and promote your offerings. To achieve this goal, assign special hashtags to each marketing project.

Transform 90

Transform Influencer Marketing User-Generated Marketers 90

Hubspot Marketing

DECEMBER 23, 2024

I spoke to several marketing experts to understand how they are integrating AI into their core stack and what areas there are still room for improvement. From an 82% increase in email conversion rates to dramatic improvements in customer engagement, their insights reveal that the right approach to AI can transform your marketing operations.

Transform 111

Transform User-Generated Marketers Marketing 111

Sachs Marketing Group

APRIL 7, 2025

Marketing automation has long been a cornerstone of modern digital marketing strategy. It enables marketers to streamline repetitive tasks, nurture leads, and improve campaign efficiency. However, the integration of artificial intelligence (AI) into marketing automation is completely redefining what is possible.

Transform 52

Transform User-Generated Marketers Marketing 52

Rock Content

MAY 24, 2024

Generative tools already appear in most marketing routines , filling a number of roles. In short, it has taken over, and marketing is just the first example that comes to mind. Understanding Generative AI What is generative AI, and how does it work? Most generative models utilize statistical training.

Transform 98

Transform Finance Energy User-Generated 98

Hubspot Marketing

FEBRUARY 17, 2025

Ive worked in digital marketing for over ten years and always look for ways to improve my marketing analysis and reporting. Having worked in leading digital agencies and my own multi-channel agency, media mix modeling (MMM) is paramount in my work. OCallaghan describes MMM as transformational.

Transform 96

Transform Customer Acquisition SEO Retail 96

Hubspot Marketing

APRIL 23, 2025

Word-of-mouth: The strongest marketing tool people recommending your brand to friends, family, business partners, teammates, etc. UGC: Customer reviews, unboxing videos, testimonials, and any content created by real users. Source In fact, Duolingos TikTok has become a masterclass in viral content, consistently generating earned media.

PR 96

PR User-Generated Transform Thought Leadership 96

Calvyn Lee Blog

FEBRUARY 20, 2024

Are you wondering how digital marketing, advertising and sales will evolve in 2024? In this comprehensive guide, we will explore the top 5 key digital marketing trends that are poised to dominate the industry next year. Knowing and anticipating future marketing trends is crucial for developing an effective strategy.

Market Trends 130

Market Trends Digital Marketing Transform eBook 130

Rock Content

APRIL 8, 2024

As any digital marketer or creator knows, effective content creation is far from easy. Boosting engagement numbers If you’re like most digital marketers, you juggle multiple outlets and platforms when it comes to publishing your content. Connect with new audiences Every segment of your audience will be a bit different.

Transform 97

Transform eBook Key Performance Indicator User-Generated 97

Backlinko

NOVEMBER 8, 2024

For over 60 years, these four elements have been the cornerstone of many successful marketing strategies. But do these classic principles hold up even as AI transforms whole businesses and industries? AI can give you access to real-time insights into market trends and user behavior. Absolutely. Then hit “ Search.”

Price 111

Price Real Estate Promotion Food 111

Digital Marketer

DECEMBER 19, 2022

E-commerce gives small businesses a chance to compete with the marketing reach of much larger businesses. Through smart social media campaigns, SEO optimization, and other digital marketing techniques, small businesses can cut through the noise in competitive markets. Each has its own style of marketing.

Transform 82

Transform eCommerce Retail Entertainment 82

Martech

MARCH 18, 2025

Call analytics and conversation intelligence platforms have the potential to help marketers transform their marketing strategies and improve customer engagement. Lead scoring and call routing Platforms generate a lead score to determine the callers likelihood of conversion and help route the call to the most appropriate agent.

Analytics 87

Analytics Transform Affiliate Marketing Law 87

Power Digital Marketing

APRIL 7, 2025

In todays digital landscape, TikTok has transformed from a viral video platform into a powerful ecommerce driver, particularly for beauty and consumer packaged goods (CPG) brands. TikTok’s Influence on Consumer Behavior TikTok has reshaped the traditional marketing funnel, particularly in the CPG and beauty space.

Branding 52

Branding Shipping Transform Shoppers 52

Martech

OCTOBER 10, 2024

This powerful, free tool enriches your existing analytics and customer profiling, offering deeper insights into user behavior. TL;DR Clarity is a free, no-frills heatmapping and user session recording tool. Clarity has good prebuilt filters, allowing you to segment out users and answer important analytics questions.

Analytics 74

Analytics User-Generated Transform eCommerce 74

Digital Marketer

MAY 24, 2023

In the world of digital marketing, data is king. One of the best ways to gain insight into digital marketing trends is through the use of graphs. In this article, we will explore the top nine graphs for revealing digital marketing trends. They are particularly useful for comparing different data sets.

Transform 75

Transform Digital Marketing Marketers Marketing 75

Hubspot Marketing

APRIL 22, 2025

Right now, AI agents sit squarely in the next generation of AI tools: developing quickly but not quite ready for the limelight. Still, Deloittes latest State of Generative AI in the Enterprise report urges companies to prepare their strategies and workflows for agentic AI. One area I find most compelling is agentic AI.

User-Generated 85

User-Generated CRM Transform Health 85

Search Engine Land

AUGUST 25, 2023

“Gen Z Significantly Prefers User-Generated Content, Older Millennials Lean Toward Streaming, InMobi Insights Survey Shows,” proclaims a press release I recently read. So, why should we begin asking questions about our use of generations now? These are: Generational categories are not scientifically defined.

Gen Z 88

Gen Z User-Generated Millennials Transform 88

Use Insider

SEPTEMBER 13, 2024

Common examples of gamification in marketing include: Loyalty programs where customers earn points or unlock rewards for repeated purchases. Interactive quizzes that help users discover products based on their preferences. Gamified apps that track user progress or achievements, encouraging them to keep interacting with the brand.

Transform 52

Transform Customer loyalty Marketers Marketing 52

SocialPilot

JANUARY 30, 2025

How many users did that campaign drive to your Shopify website, and what was its ROI? Lets dive in and transform the way you look at social media performance. These could include increasing brand awareness, generating leads, driving website traffic, boosting sales, etc. What Is a Social Media Report?

Key Performance Indicator 98

Key Performance Indicator Analytics User-Generated Fashion 98

Search Engine Land

MAY 30, 2023

This article explores a framework for maximizing GA4 to improve your digital marketing strategy. SEO, social, content or digital PR teams might say that audiences refer to a segment of users from their site who have generated similar behavioral data, share demographic data, or are important to the brand in other ways.

Digital Marketing 111

Digital Marketing Marketing Strategy Gen Z Food 111

Hubspot Marketing

FEBRUARY 25, 2025

In a B2B selling process, youre managing more user needs and touch points. Thats where the marketing funnel framework helps standardize a companys approach. HubSpot ) Top marketing trends teams are currently exploring ( HubSpot ) Using social media DMs (direct messages) for customer service. Right behind them is Gen Z.

Transform 85

Transform Marketers Marketing Gen Z 85