In a recent LinkedIn post, Jesse McFarland urges the digital marketing community to unify its language when discussing optimization for artificial intelligence tools. McFarland highlights the current fragmentation of terms and acronyms used to describe the effort of appearing in AI-driven search results and content generation platforms.
According to McFarland, the industry is struggling to define a consistent way to refer to this emerging practice. He points out the confusion arising from multiple, often overlapping, acronyms and phrases being used interchangeably.
“It’s 2026, and we’re still using different language and clever and not-so-clever acroynms for the same thing: trying to optimize for getting appeared in AI tools like ChatGPT, Perplexity, Claude, AI Overviews, etc.”
The Challenge of AI Optimization Terminology
Jesse McFarland emphasizes the growing need for clarity as AI tools become more integrated into how users find information. The lack of a standard term, McFarland argues, hinders clear communication and strategic development within the SEO and broader digital marketing fields.
The Quest for an Umbrella Term
McFarland observes that while some professionals are attempting to differentiate between various nuances of AI optimization, this approach can exacerbate the confusion. He proposes a more collaborative effort to establish a single, overarching term or acronym that encompasses all related strategies.
“Some of us are going the extra mile trying to say that these terms have a different meaning. That’s fine, but can we at least have an umbrella term.”
As Jesse McFarland puts it, “We’re better than this.” He believes the industry possesses the collective intelligence to agree on a unified terminology, which would streamline discussions, simplify strategy, and foster a more cohesive understanding of AI-driven search and content visibility.
A Call to Action for Industry Consensus
The core of Jesse McFarland’s message is a direct call for industry participation. He encourages professionals to engage in finding a common language, suggesting that a shared term would benefit everyone involved in digital strategy.
“Let’s find a term or acroynm we can all use.”
McFarland initiated a poll on his LinkedIn post to gather community input and invited further discussion in the comments section for those whose preferred terms were not represented. This initiative underscores his commitment to fostering a more unified and effective approach to navigating the evolving landscape of AI in search and content discovery.
📝 About This Content
This article is based on insights shared by Jesse McFarland on LinkedIn.
📅 Originally posted on January 18, 2026 | View original post on LinkedIn →