The Enigmatic Billboards of San Francisco: A Deep Dive into Tech Advertising's Secret Language
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The Enigmatic Billboards of San Francisco: A Deep Dive into Tech Advertising's Secret Language

authorBy Katty Kay
DateMar 18, 2026
Read Time4 min

In the bustling metropolis of San Francisco, a curious phenomenon has taken hold: billboards, once clear and direct in their messaging for mainstream products, now display obscure slogans from artificial intelligence startups. These enigmatic advertisements, backed by substantial venture capital, deliberately target a highly specific audience of tech engineers, creating an exclusive communication channel. While this approach fosters strong identification within the desired demographic and generates industry buzz, it simultaneously puzzles and potentially alienates the wider public, raising questions about its long-term impact on brand perception and the city's cultural identity.

The Rise of Cryptic Tech Billboards in San Francisco

In the vibrant city of San Francisco, a notable shift in outdoor advertising has emerged over the past two years, captivating and confounding its residents. Billboards, traditionally serving as clear promotional platforms for consumer goods from Coca-Cola to iPhones, now often feature perplexing messages such as "Agents don't work without evals," "Too much B2B SAAS," and "Intelligent AF." This new wave of advertising is primarily sponsored by AI startups, flush with venture capital, aiming to capture the attention of a highly specialized audience. Louise Mozingo, a distinguished urban design expert from the University of California, Berkeley, and a longtime observer of the tech sector's influence on corporate landscapes, remarked on the unintelligibility of these ads to the average person, highlighting their clear intention to bypass mass consumer appeal.

Despite their cryptic nature, these billboards are prolific. Data from Outfront Media, a prominent outdoor advertising firm, reveals a significant approximately 30% surge in billboard rental income in San Francisco between 2023 and 2025. Furthermore, advertisers frequently face extensive waiting periods, often several months, to secure prime advertising spaces. Mike Bilodeau, the head of marketing for Baseten, an AI infrastructure startup with numerous billboards, bus shelter, and street kiosk ads featuring slogans like "Own your models," "Own Your SLAs," and "Own Your Nines," articulated the deliberate exclusivity of these campaigns. He explained that while the ads might be meaningless to most, they perfectly resonate with engineers who immediately grasp their context and significance.

This distinct marketing approach diverges sharply from conventional advertising. Christine Rose, Senior Marketing Director for Outfront Media's west region, noted that traditional campaigns aim to elucidate a product to a broad, defined audience. In contrast, these tech advertisements presuppose a shared understanding of context, relying on inside jokes, industry jargon, and cultural nuances rather than explicit product descriptions. Michelle Garrett, a seasoned PR and marketing consultant, suggests that for tech companies, these low-tech outdoor displays confer a sense of legitimacy and success, fostering momentum within their niche. She also pointed out that the insider language inadvertently creates a mystique, generating wider public interest and discussion.

However, this strategy carries potential drawbacks. Karen Anne Wallach, a marketing professor at the University of Alabama in Huntsville, has extensively researched the effects of exclusive language in marketing. She identified that such campaigns inherently divide the public into an "in-group" and an "out-group." While there are immediate advantages in strengthening the bond with the knowledgeable "in-group," Wallach warns of the long-term risks. Negative branding from the larger "out-group" can persist and become associated with the brand. Tech startups acknowledge this risk but deem the benefits of connecting with their target demographic to outweigh the potential alienation of the general public. Allie, a San Francisco resident, voiced a common sentiment on NPR member station KQED's 'Forum' talk show, expressing pessimism about the city's direction due to these billboards. She feels they validate concerns that the tech industry has overriden the city's culture, giving credence to prevailing rumors.

The proliferation of these specialized billboards in San Francisco highlights a fascinating evolution in advertising, mirroring the city's unique position as a global tech hub. While effective in building brand loyalty and awareness within a specific, highly coveted demographic, this exclusive communication strategy presents a double-edged sword. It not only risks alienating a significant portion of the population but also contributes to a growing perception of San Francisco as a city increasingly defined by, and perhaps insular to, its dominant tech culture. This trend prompts reflection on the broader societal implications of such targeted advertising and the cultural divides it may inadvertently deepen.

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