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April 14.2025
3 Minutes Read

Navigating the AI Landscape: Why LLMs Don’t Reward Originality

LLMs flatten originality in marketing blog graphic

Why Originality Matters—Or Doesn’t—in AI Marketing

In a world where being unique is hailed as one of the highest virtues in marketing and technology, we find ourselves grappling with a harsh truth in the age of AI—originality may not be the golden ticket many of us have long believed. As marketers, we are conditioned to innovate, push boundaries, and seek out that elusive concept that no one else has thought of yet. But what if I told you that unique ideas often falter in AI-driven landscapes, where consensus reigns supreme?

AI, particularly in its large language model (LLM) forms, tends to flatten these original ideas rather than elevate them. They ignore the singular brilliance of a coined term or framework unless it catches the airwaves of popular opinion first. This prompt poses an important question: How can we navigate this landscape without losing our unique voice?

The Reality of AI's Consensus-Driven Approach

When one of my recent projects involved devising a new concept around multilingual SEO—a framework I dubbed the Ahrefs Multilingual SEO Matrix—I had high hopes for its impact. The term even ranked first for its exact match keyword. Yet, the irony became clear when I tested various LLMs. While the models had access to my article and its corresponding image, they failed to give credit to the original work or creators. Instead, they were inclined to rephrase existing knowledge surrounding multilingual SEO while glossing over the innovation I was trying to introduce.

This phenomenon highlights a glaring issue in current AI practices. It is as if these systems overlook newly minted ideas, waiting instead for them to be disseminated widely before acknowledging them. For many online marketers, particularly those who rely on their thought leadership to build authority, this can feel discouraging. You could create groundbreaking content but still remain invisible to LLMs until others echo your ideas.

Learning from Experience: How to Overcome AI Flattening

The experience led me to formulate some actionable insights for fellow marketers desperate to retain some semblance of originality. Here are some strategies:

  • Extend Your Reach: Boost the visibility of your original ideas by sharing them across networking platforms. This includes forums, social media, podcasts, and guest blogging—essentially anywhere you can generate conversation around your concept.
  • Engagement is Key: Foster discussions around your work. Engagement can translate to citations from others who regard your ideas as valuable. Encourage peers to reference and distribute your concepts.
  • Collaborate for a Crowd Effect: Work on joint projects with other thought leaders. The more avenues that spread your idea, the different colors it takes can attract the AI’s attention.

The Emotional Impact of Being Ignored by AI

If you’re in marketing, you understand the isolating feeling of seeing a brilliantly crafted idea languish in obscurity. Think about the late nights spent perfecting your work and how disheartening it is when AI misses the mark on recognizing your contributions. It’s akin to pouring your heart into something only to have it judged by its popularity rather than its merit. The emotional toll of this reality cannot be understated, especially in a field where creativity is often equated with success.

The Future: Embracing AI Without Losing Yourself

As we move forward, the key takeaway is that originality need not be sacrificed in this AI-dominated environment; instead, we must learn to play the game differently. The goal is to fully adapt while retaining our unique voices. With careful navigation and a strategic approach, we can ensure that our contributions aren’t flattening into the background but rather resonate and thrive, even under the weight of AI’s consensus-driven summarization.

Take Action!

Now is the time for online marketers to rethink how we position our innovative ideas. Rather than relying solely on the hope that AI will appreciate our original thoughts, we must actively build networks that boost their visibility. Share your unique ideas broadly, encourage conversations, and collaborate to be heard in an AI-driven world. Embrace creativity—but do so in a way that ensures you don’t become a solitary voice lost in the crowd.

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12.04.2025

Short vs Long Content in AI: New Data Challenges Conventional Wisdom

Update The Great Content Debate: Short vs. Long In the current age of digital marketing and artificial intelligence, the debate over content length has sparked conversations among online marketers, business leaders, and SEO experts alike. Some claim that lengthy, in-depth content is the only pathway to visibility and citation in AI overviews, while others champion short, snappy pieces that respect readers’ attention spans. But what does the data really say? Understanding the Landscape of Content Length According to a comprehensive study analyzing over 560,000 AI responses, it turns out that the correlation between content length and citations is almost negligible, registering a mere 0.04 Spearman correlation coefficient. The analysis revealed that the average length of pages cited in AI overviews hovers around 1,282 words—just slightly above the average of 1,188 words seen in typical Google organic rankings. Surprisingly, over half of the pages cited—53.4%—are actually under 1,000 words. This dispels the myth that longer is always better when it comes to SEO and AI visibility. Why Conciseness Works One of the key takeaways from the study is that effective communication often leans towards brevity. Writing an effective piece involves trimming the fluff and getting directly to the point, which not only aids human readers but also optimizes for AI. This idea aligns with insights from other articles suggesting that AI systems favor compact, snippable blocks of information that can be easily extracted for overviews. The ability to lead with concise, clear answers is essential for making content more extractable by AI. Content Structure Matters Just as Much While the length of content presents some striking insights, the structure also plays an invaluable role in earning those coveted citations. A well-structured piece adheres to an “answer-first” method, where the most relevant information is presented upfront, followed by detailed elaboration that caters to human readers. This layered approach not only enhances readability but also ensures that the essential points are delivered efficiently, maximizing the chances of being cited in AI outputs. Comparing Citation Positions The study offers intriguing insights into how content length impacts citation positions within AI responses. Data shows no substantial difference in word count between the top three positions in AI overviews, indicating that when concise content does land citations, it effectively competes with longer articles without sacrificing quality. Over 95% of citations gather in the top three positions for all content lengths, showcasing that both short and long formats find success when structured effectively. The Implications for Marketers This data demands a focused reassessment of strategies among online marketers. Instead of fixating on arbitrary word counts, content creators should prioritize clarity, structure, and the needs of their audience. Incorporating succinct, targeted answers early on can significantly enhance discoverability and relevance, making a strong case for both short and long content being effective. Call to Action: Shift Your Content Strategy Now Marketers, it's time to reassess your content strategy! Embrace the flexibility to create both concise and lengthy pieces, but always aim for clarity and structure. Enhance your visibility in AI overviews by incorporating structured, concise content that serves your audience's needs. By stepping away from arbitrary word count goals, your writings may not just captivate your human readers but also win the approval of AI systems.

12.03.2025

Avoiding Major Marketing Platform Deployment Mistakes for Success

Update Understanding the Importance of Marketing Platform Deployment In the dynamic landscape of digital marketing, deploying an all-in-one marketing platform can significantly leverage business outcomes. However, many organizations encounter common pitfalls that can stall progress and negative impact investments. Identifying these frequently overlooked deployment mistakes is crucial for maintaining the momentum of marketing efforts and achieving sustained business growth. Common Mistakes to Avoid Here are the most critical pitfalls in marketing platform deployment that businesses should steer clear of: 1. Underestimating Data Readiness Data lies at the heart of any successful marketing automation strategy. Poor data management—characterized by inconsistent formats or overly siloed data—can undermine the effectiveness of the marketing platform. High-quality, centralized data is essential for building functional integrations and enabling an AI-driven marketing strategy. Businesses should conduct comprehensive data readiness audits prior to deployment. This involves standardizing data formats, eliminating duplicates, and testing integrations with vital business systems. Such preparatory actions ensure that the platform operates seamlessly and delivers accurate insights that drive marketing effectiveness. 2. Ignoring Change Management Strategies Introducing a new marketing platform means more than just turning on new software features; it requires significant adjustments within the organization. Many firms fall short in their change management efforts, leading to user resistance and underutilization of the platform. To prevent this, businesses should proactively engage stakeholders and involve them in the process from the outset. Providing clear communication regarding the benefits of the technology and offering specific training sessions can ease transitions and foster a culture of adaptation. Sustained adoption can also be bolstered through ongoing support, encouraging users to embrace the system through practical workshops that showcase its advantages. 3. Lack of Defined Metrics and Governance Deploying a marketing platform without establishing clear success metrics is a common mistake that can lead to ongoing optimization challenges. Unless there are well-defined KPIs and structured governance, organizations may struggle to gauge ROI effectively. Regular audits, dashboard monitoring, and performance indicators are necessary for assessing the effectiveness of marketing automation initiatives. Businesses that overlook this crucial aspect often miss opportunities for optimization that can enhance lead conversion and customer engagement. Building a Foundation for Success To ensure successful marketing platform deployment and avoid common mistakes, organizations must consider the following: 4. Embracing Strategic Automation Planning Instilling a clear automation strategy before deployment is paramount. Companies should outline their marketing objectives and how automation will facilitate achieving those goals. This strategic alignment includes understanding customer journeys and integration with sales processes, ensuring that marketing efforts amplify the overall experience rather than operate in isolation. 5. Continuous Analytics and Workflow Optimization Marketing automation is not a one-off task; it requires ongoing refinement and adjustment. Establish a routine for analyzing workflow performance—this not only helps in identifying what works but also pinpoints issues early before they evolve into major obstacles. Utilizing tools that provide real-time analytics and insights too can be instrumental in driving informed decision-making. Conclusion: Unlocking the Full Potential of Marketing Automation In conclusion, steering clear of common marketing platform deployment mistakes is crucial for maximizing the value businesses derive from automation tools. By focusing on data readiness, effective change management, strategic planning, and continuous analysis, organizations can overcome initial hurdles and pave the way for a successful integration of marketing technology. Ultimately, embracing these best practices can ensure companies not only survive but thrive in an increasingly competitive marketing landscape. If you recognize any of these pitfalls in your current approach, don't hesitate to consider a marketing automation consultation. Deferring action may mean leaving potential ROI on the table and hindering your business's growth prospects.

12.03.2025

Unlocking AI-Driven Insights: The Future of Ads with Google's New Tools

Update Google’s AI Innovations: Marketing’s New FrontierIn the ever-evolving landscape of digital marketing, mastering the tools at one’s disposal is paramount. Recent updates from Google signal a monumental shift in how marketers will interact with advertising platforms. As of December 2025, Google has rolled out two AI-powered tools—Ads Advisor and Analytics Advisor—specifically designed to enhance campaign management and performance analytics. These tools offer more than just suggestions; they act as proactive partners, enabling marketers to streamline their operations and optimize outcomes directly. Embracing AI for Enhanced PerformanceWith the launch of Ads Advisor and Analytics Advisor, Google has positioned itself firmly as a leader in the realm of agentic AI in advertising. These tools are designed not only to provide insights but also to implement changes within the user's campaign environment—effectively eliminating several hours of monotonous work. For small business owners and marketing agencies who may find themselves overwhelmed by complex campaign management, these innovations can serve as invaluable assets. For instance, marketers can now simply ask, "How can I optimize my campaign for the upcoming Christmas season?" and receive tailored suggestions that the tool can implement with user approval. Understanding the Mechanics Behind the MagicWhat sets these tools apart is their intuitive integration within Google Ads and Google Analytics, providing personalized recommendations based on each business's unique historical data. The Ads Advisor can instantly generate fresh keywords and assets, significantly reducing the time spent brainstorming. This capability is revolutionary for small businesses that often lack the resources to manage extensive marketing campaigns. Analyzing Performance with PrecisionMeanwhile, the Analytics Advisor addresses a crucial pain point for marketers: understanding performance fluctuations. By employing natural language queries like, "Why did my active users spike last weekend?" the tool performs a detailed analysis, identifying root causes and leading marketers toward actionable growth strategies. This kind of immediate feedback is essential during high-pressure periods such as holiday shopping. Marketers can move from insights to action faster than ever before, ensuring they never miss opportunities to engage customers. Leveraging AI for Competitive EdgeThe significance of adopting these AI tools cannot be overstated. With increased competition and consumers demanding personalized experiences, leveraging technology like Ads Advisor could very well determine a brand's success this holiday season. Moreover, the incorporation of Google’s latest Gemini model ensures these tools stay ahead of the curve in delivering relevant and timely recommendations. Key Takeaways for Small Business OwnersAs these tools hit English-language accounts this December, small business owners and marketing teams are encouraged to explore their functionality. The capacity to automate and optimize campaigns while retaining user approval can lead to enhanced efficiency and superior performance metrics. It is imperative to fully utilize these innovations not only to engage effectively during the holiday rush but also to create lasting relationships with consumers year-round, grounded in personalized marketing practices. Final Thoughts: Seize the AI OpportunityThe evolution of AI-driven advertising tools signifies a heartfelt embrace of technological progress that empowers marketers. As we approach the new year, now is the time for small business owners and agencies to familiarize themselves with these innovations in their environments. By harnessing the power of Google's Ads Advisor and Analytics Advisor, users will not only enhance their marketing strategies but may also transform their approach to consumer engagement altogether.

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