Show HN: Gemini has a "Concrete Bias" against minimalist software (Basecamp vs (www.genrankengine.com)

A recent analysis revealed that Large Language Models (LLMs) like Google Gemini exhibit a "Concrete Bias," systematically favoring software tools defined by visual nouns over minimalist, abstractly positioned products. When querying for "Best project management software," visual tools like Trello and Monday.com dominated the results, while minimalist options such as Basecamp and Todoist were largely overlooked unless prompts explicitly called for non-visual tools. This bias poses a significant challenge for minimalist SaaS companies that emphasize simplicity and abstract benefits like calmness and clarity. The findings underscore the importance for these companies to adapt their positioning to improve AI visibility. By incorporating concrete feature keywords into their underlying schemas—without compromising the minimalist design—these products can enhance their discoverability in AI-generated recommendations. This suggests that LLMs rely on the strength of semantic associations in their training data, prioritizing demonstrable features over emotional benefits. As such, minimalist software developers must rethink their strategies to counteract this bias and ensure their products are appropriately represented in AI searches. A diagnostic tool to assess visibility in AI systems is also available for companies concerned about their ranking.