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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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01.13.2026

Unlocking Your Business Potential: How to Master GEO for AI Search Engines

Update Understanding Generative Engine Optimization (GEO) The digital landscape is shifting rapidly as users increasingly turn to AI-driven tools like ChatGPT, Google’s AI Mode, and Microsoft Copilot for information. This change highlights the need for businesses—particularly small companies and marketing agencies—to adapt their strategies for visibility. Enter Generative Engine Optimization (GEO), an evolution of traditional SEO designed to meet this challenge. Unlike SEO, which focuses primarily on generating traffic through traditional search engine algorithms, GEO prioritizes getting content cited directly in AI-generated answers. The goal is not just traffic but becoming a trusted source that AI systems reference in their responses. The Shift from SEO to GEO So, what distinguishes GEO from its predecessor? While SEO embraces keywords and link-building strategies to achieve higher rankings, GEO is about crafting content that AI understands and values for direct integration into its responses. As generative AI tools become more refined, they prioritize clarity, credibility, and recency—a shift that necessitates a re-evaluation of how businesses approach digital content. For example, businesses now need to ensure their content is succinct, factual, and likely to be referenced, focusing on quality over quantity. How AI Search Engines Index Content Unlike traditional search engines that scrape the web continuously, AI search tools like ChatGPT and Google's AI Mode leverage a different model for content discovery. These systems often utilize selective crawling and curated, real-time retrieval methods to generate responses. This means that businesses must ensure their robots.txt files aren't blocking essential crawlers and that their content structures are optimized for AI interpretation-seeking citation and relevancy. Ensuring the accessibility of AI crawlers is pivotal to securing visibility within this new digital paradigm. Implementing Effective GEO Strategies To successfully navigate the evolving search landscape, businesses should consider integrating a GEO framework into their marketing strategy. This includes: Content Quality: Prioritize high-quality, authoritative content that resonantly answers user queries. Structure for AI: Utilize clear subheadings, bullet points, and a logical flow of information to improve clarity for AI tools. Real-time Retrieval: Regularly refresh content to keep it relevant, increasing the chances of being cited by AI engines. GEO Tools That Can Enhance Visibility As businesses adapt to GEO, several tools are rising to the forefront, providing valuable insights and analytics to optimize content for AI. These tools range from comprehensive analytics platforms to integrated content creation solutions: Profound: This enterprise-grade tool offers data-driven insights for understanding how AI interacts with user queries, pinpointing citation opportunities. Semrush AIO: Great for SEO/SEM teams, it provides benchmarking across multiple AI platforms, ensuring brands track their visibility effectively. Writesonic: Known for facilitating rapid content creation, it enables teams to generate optimized articles at a fraction of the typical time. Future-Proofing Your Marketing Strategy The rise of GEO illustrates a fundamental shift in how consumers access information. As generative engines become even more prevalent, the need for businesses to embrace these changes has never been more critical. The integration of AI tools in everyday searches means that brands must adapt their messaging and content strategies to not only engage with customers but also to resonate with AI tools for increased visibility. Charting the Course Ahead As we look to the future, businesses that prioritize GEO will likely experience enhanced visibility and authority across digital platforms. Emphasizing clarity and credibility will not only establish trust with AI systems but also with human users who increasingly rely on these technologies for information. The market landscape has undeniably changed, and those who fail to adapt may find themselves overshadowed in an increasingly AI-driven market. Embrace the Change To thrive in the evolving search environment, business owners, marketers, and agencies must take proactive steps to implement GEO strategies. Start by auditing your current online presence, experimenting with new AI-focused tools, and adapting your content creation process to fit this new narrative. Embrace the change, enhance your visibility, and ensure your brand stays at the forefront of digital discovery!

01.12.2026

Leveraging AI for Retail Growth: Understanding Google's Universal Commerce Protocol

Update Revolutionizing Retail: Google’s Bold Leap into Agentic Commerce In a digital landscape continuously shaped by technological advancements, Google is making significant strides in the commerce sector by launching the Universal Commerce Protocol (UCP). This initiative aims to create standardized AI-driven shopping experiences that could redefine how consumers interact with brands online. As retailers increasingly lean into AI tools for competitive advantage, UCP promises to streamline everything from product searches to post-purchase support. Unpacking the Universal Commerce Protocol During the National Retail Federation's annual show, Google's launch of the UCP stood out as a critical moment in the evolution of online shopping. Vidhya Srinivasan, Vice President of Google Ads and Commerce, emphasized the significance of establishing a common language for AI shopping agents. "It's very important to have a standardized way so we can scale these things and everyone can be prepared for all the various steps to happen," she explained. This protocol not only aims for efficiency and interoperability but also raises the bar for e-commerce experiences. By enabling seamless integration across various platforms, UCP ensures retailers and consumers benefit from enhanced interactions without the need for custom solutions, which can be resource-intensive and complex. Impact on Small Businesses: Embracing the Future For small business owners and marketers, the UCP and its related technologies open vast new possibilities. The Business Agent tool allows for real-time conversations with customers employing AI, transforming the traditional retail experience into a more dynamic and engaging operation. "Imagine having a virtual sales associate available to answer intricate product inquiries and guide consumers just when they need help," Srinivasan added. These innovations directly address a crucial consumer shift towards conversational commerce, where buyers expect personalized interactions and immediate assistance. By leveraging UCP, small businesses can enhance their customer engagement strategies, potentially increasing conversion rates and customer satisfaction. Harnessing AI for Marketing: The Direct Offers Approach Amidst all these changes, Google's Direct Offers initiative signifies a crucial pivot in how ads can function in AI-driven environments. As capabilities expand, retailers can now present exclusive discounts to users via AI Mode advertising when those users express intent to purchase. This feature allows businesses to enhance the likelihood of closing sales by meeting price-sensitive customers right when they're ready to buy. The Road Ahead: Navigating Risks and Opportunities While these advancements herald exciting new opportunities, they also come with risks and challenges. As highlighted in discussions surrounding generative AI tools, consumers will need to adapt to these new shopping modalities while businesses must remain agile in implementing these technologies effectively. Moreover, the importance of data privacy and transparent AI operations cannot be understated; consumers want to know how their information is used when interacting with AI agents. AI's Role in Shaping Future Shopping Trends As we look to the future, the retail sector must prepare for a significant pivot in how commerce is conducted online. With up to $5 trillion in retail opportunities by 2030, according to a recent McKinsey report, it's imperative for businesses of all sizes to embrace these AI-driven changes. Google's UCP stands to set the foundational standards in agentic commerce, compelling businesses to innovate continually if they aim to thrive in this competitive landscape. Now, more than ever, businesses need to consider how they can leverage these developments in AI to improve efficiency in their marketing strategies and meet evolving consumer expectations. To dive deeper into these impactful changes and enhance your marketing approach, consider how integrating technologies like UCP and Direct Offers can elevate your brand in this new era of commerce.

01.11.2026

Discover How AI Marketing Software is Shaping Tomorrow's Strategies

Update The New Era of Marketing: How AI is Revolutionizing Strategies The landscape of marketing is ever-evolving, with technology and data analytics becoming the cornerstones of successful strategies. The days of relying solely on creative concepts are fading, as the necessity for measurable results and rapid execution takes precedence. Businesses are now on a quest for strategies that promise accountability in every dollar spent, demanding real-time analytics and precise targeting. With these shifting dynamics, automation and AI-driven tactics have emerged as pivotal tools, offering a competitive edge that organizations can no longer afford to ignore. Xerox and the Robotic Marketer Alliance: A Game-Changer In a significant move, Xerox has partnered with Robotic Marketer, a strategic alliance aiming to redefine how organizations create and execute their marketing strategies. This collaboration combines Xerox’s decades-long reputation for delivering innovative business technology solutions with the advanced AI marketing software offered by Robotic Marketer. With this partnership, businesses gain access to cutting-edge tools that allow for developing comprehensive marketing strategies in just minutes. This rapid development is crucial as companies strive to maximize the impact of their marketing endeavors while minimizing time spent on planning. Dynamic Campaign Management Made Easy Xerox's Campaigns on Demand, powered by Robotic Marketer, exemplifies seamless campaign execution through an integrated platform that simplifies marketing efforts. Customers can now manage campaigns across various channels from a single interface, where deployment, scheduling, and analysis are unified. This streamlined approach not only reduces the complexities associated with traditional marketing tools but also empowers organizations—especially small and medium-sized businesses—to execute sophisticated campaigns without requiring extensive marketing teams. Precision Over Guesswork in Marketing Strategies At the heart of AI marketing lies a departure from guesswork towards data-informed decision-making. Strategies built on real-time analytics and insights enable teams to pivot swiftly, adapting to current trends and consumer behavior. As organizations utilize advanced algorithms to analyze market dynamics, they are positioned to act on actionable insights that provide a competitive advantage. By aligning marketing strategies directly with business goals, companies can ensure that every campaign contributes to tangible growth. Measuring Success with Real-Time Insights Understanding campaign performance in real time is no longer a luxury but a necessity. The AI-powered analytics capabilities of Robotic Marketer allow organizations to measure what truly matters by providing transparency in campaign performance. This level of detailed reporting not only sheds light on what strategies yield the best results but also clarifies where adjustments are needed to optimize future campaigns. The capacity for continuous improvement through AI adjustments fosters an environment that not only values insights but also actively embraces change. Embracing AI Marketing: Key Takeaways The partnership between Xerox and Robotic Marketer heralds an era where AI marketing not only streamlines processes but also enhances strategic thinking. For organizations ready to embrace the future, the benefits are clear: faster execution, heightened engagement, and undeniable ROI. Understanding these new capabilities transforms marketing from an isolated function into a pivotal aspect of overall business strategy, driving measurable impacts across the board. As businesses navigate the complexities of today’s market, the importance of leveraging AI cannot be overstated. Companies looking to gain an edge must explore these innovative solutions, ensuring that they are equipped to meet the demands of an increasingly digital landscape.

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