As AI democratizes the ability to build products, the competitive advantage shifts from technical skill to the ability to appeal to human emotion and aesthetics. Having 'good taste'—knowing what will resonate with people—becomes a crucial differentiator for attracting and retaining customers.

If your product is built on a contrarian belief that challenges the status quo, its marketing will naturally be opinionated and divisive. This isn't a manufactured tactic; it's an authentic reflection of your product's core philosophy, which inherently sparks the debate needed for virality.

An untapped startup idea is to create a tool that constantly polls AIs on subjective topics (e.g., "best candidate"). Visualizing these "vibes" over time would create a free content engine by exposing model biases and showing how AI consensus shifts, making it a "Wirecutter for everything."

Previously, a CPG startup could stand out with high-quality, tasteful product photography, signaling founder scrappiness and creativity. With tools like ChatGPT Images 2.0, any brand can generate elite-level imagery for free, neutralizing this advantage and forcing founders to find new ways to differentiate.

Observing a competitor's dystopian ad campaign, Dan Siroker realized the worst outcome for a startup isn't bad publicity, but irrelevance. Controversial marketing, even if it gets negative reactions, can generate crucial mindshare and get people talking, which is a prerequisite for user adoption.

Entrepreneur Marique Kazan frames his companies as "social sculptures"—ventures designed as a commentary on societal trends. Replicating YC companies with AI wasn't just a business move; it was a performance piece to force a conversation about AI's impact, a powerful strategy for mission-driven founders.

Startups like ElevenLabs and Midjourney compete with large AI labs by imbuing their models with a founder's specific 'taste.' This unique aesthetic, from voice texture to image style, creates a product identity that is difficult for a general, large-scale model to replicate.

Gamma's AI launch succeeded not just because of the product, but because they intentionally crafted a "spicy" and provocative tweet designed to spark debate. This drew engagement from influential figures like Paul Graham, massively amplifying their reach beyond what a standard announcement could achieve.

As AI tools become commoditized, the exponential differentiator for marketing success will be subjective taste. Teams must double down on unscalable, creative elements that AI cannot replicate, as this is what will truly stand out and build a memorable brand.