... just exposure, but the degree to which AI treats your brand as a credible source . Share of Voice (SOV): Represents your brand s voice share within AI narratives the probability that AI mentions your brand rather than a competitor when answering a topic-related question. Sentiment: Captures the emotional tone of AI mentions positive, neutral, or negative showing how AI portrays your brand. Together, these four metrics answer the two most fundamental GEO questions: How frequently does AI mention ... ... brand? and In what tone and context is the brand represented? 1.2 Trends and Competitor

... everyone ! I m Hong, founder and creator of @FreshLimePay and @DataQueryAI . As a small business owner, indie maker, freelancer, or developer, you probably faced two big challenges: Accepting payments easily without hiring expensive developers or dealing with complex setups . Querying databases without SQL knowledge or waiting for analysts , while keeping data private . So I built FreshLimePay and DataQueryAI to solve these problems . This launch marks 2 products released toward my goal of 10 products in 2025 . Along ... ... continue learning, iterating, and building tools to make payments, data, and productivity easier

... continuing to make visual and performance updates across Product Hunt. We released updates to Profiles, as well as the About and Founders Club pages. Makers, check it out for some sweet deals . Topic selection We made it easier for Makers to search and select topics when submitting their product launch. Additionally, we ve organized topics into groups by category and platform to make it easier