Beyond Rankings: Ann Smarty Explains How LLMs Redefine Brand Visibility

In a recent LinkedIn post, Ann Smarty delves into the evolving landscape of brand visibility, challenging the traditional SEO metrics of rankings and citations. Smarty highlights new research that suggests direct domain visibility may no longer be the sole, or even primary, indicator of success in the age of AI and large language models (LLMs).

The research, conducted by GetMentioned and focused on the travel niche, revealed a surprising trend: Booking.com, despite appearing in a staggering 97.5% of AI-generated answers, is not a top-cited source by these models. Smarty points out the discrepancy: Booking.com is cited in only 5.6% of AI answers, while Reddit emerges as the leading source at 28%.

“This reminds me of another case, G2 that was previously discussed as ‘dead’ because Google stopped driving traffic to it, but then it started making headlines as one of the most cited sources in LLM answers.”

This observation leads Smarty to a crucial point about the new era of digital presence. She emphasizes that even if a domain’s direct search engine traffic or ranking falters, its prominence in LLM responses can signify a different, yet equally valuable, form of visibility.

The Shifting Definition of ‘Go-To’ Sources

Ann Smarty elaborates on how LLMs are reshaping what it means to be a recognized authority. The research indicates that AI models are drawing from a diverse set of sources, and established community platforms like Reddit can hold significant sway, even if they aren’t traditional high-ranking websites.

Smarty quotes a subreddit contributor to underscore this point:

“ecosystem presence can outweigh direct domain visibility.”

This suggests that brands that have cultivated a strong, recognizable presence within their industry’s ecosystem may find themselves surfacing in AI-generated content, irrespective of their direct keyword rankings on search engines. Smarty posits that this shift necessitates a re-evaluation of SEO strategies, moving beyond a singular focus on organic traffic metrics.

Brand Visibility in the LLM Era

According to Ann Smarty, the core takeaway from this research is that brand visibility for LLMs is a distinct entity from traditional SEO performance. She outlines two key scenarios illustrating this new paradigm:

• Ann Smarty notes that a brand can lose organic search visibility but still be surfaced by LLMs if it is perceived as a clear, established authority in its niche.
• She also points out that a brand can be instrumental in answering numerous user prompts through AI, even if it is not directly cited as a source in those answers.

This distinction is critical for businesses aiming to maintain relevance. Smarty argues that the focus should expand to encompass how readily a brand’s knowledge and reputation are accessible and utilized by AI systems.

Rethinking Success Metrics

In her analysis, Ann Smarty challenges the long-held belief that traffic and rankings are the ultimate measures of digital success. Instead, she proposes that the ability of an LLM to surface a brand—whether as a direct citation or an implied source of information—is becoming a more pertinent metric.

“The takeaway? Quoting my subreddit contributor, ‘ecosystem presence can outweigh direct domain visibility.'”

Smarty concludes that in this new era, it is about having a brand presence that is not only relevant but also robust enough for LLMs to identify and incorporate into their responses. This necessitates a strategic approach that considers AI’s burgeoning role in information dissemination and consumer discovery.