... plays a significant role in how products appear in Google search results. What surprised us was that AI assistants like ChatGPT were rarely citing Product Hunt in product recommendations. AI assistants such as ChatGPT and Gemini rely on reviews, alternative lists, and structured product information gathered across the web. Product Hunt is strong across all three. In theory, this should make Product Hunt a natural source for AI-driven product recommendations and comparisons. In practice, it was not happening ... ... many tools which systematically run prompts against several AI models daily, and measure visibility of a product within prompts. We're using a new tool called @Gauge . We chose because a) their citation tracking is more useful than the alternatives

... Heya I m thinking of building a simple, unbiased comparison platform for products, services, tools even technical stuff like frameworks, APIs, and AI tools to help you decide faster with clear side-by-side insights. Personally, I often find myself deep in Amazon reviews, YouTube videos, and scattered blog posts when trying to choose something new. While some comparison sites exist, I ve never found a complete or truly comprehensive solution. The same goes for developers when exploring new frameworks ... ... libraries with similar alternatives

... from various platforms (social media, forums, review sites, etc.) to provide a comprehensive overview of what real users think about that website. Potential Use Cases Business owners monitoring their online reputation Investors researching companies before making decisions Consumers getting unbiased feedback before using a service Competitors