GeoVouch

GeoVouch provides product teams with an evidence-based understanding of how their products are perceived by large language models. Key features include: * Website and category visibility audits * Analysis of independent third-party product coverage * Cross-model buyer question answering for product recommendations * Linked evidence for every result to identify content gaps This platform helps product teams assess their online presence, examining official content and external sources to generate a comprehensive readiness report. It systematically identifies the product entity, evaluates its technical crawlability, and scores the effectiveness of its own content. Subsequently, it checks for category search visibility and measures share of voice in third-party comparisons. The service then analyzes independent coverage to provide a final, cross-referenced verdict. This approach ensures product teams can pinpoint areas for improvement, align their messaging, and enhance how their offerings appear in search and recommendation contexts. It's designed for sites representing a single product or brand, such as SaaS products or own-brand e-commerce stores, helping ensure their identity is clear and consistent across the digital landscape.