Hi Product Hunt! I built GeoVouch to help answer two questions that often get mixed together: What does AI say when someone asks for a product like mine? And what evidence helps AI understand and recommend my product? GeoVouch has two workflows. You can run a buyer question across selected AI models and inspect the answers and citations, or start with a product URL to review its technical setup, content, category visibility, and independent coverage. Each result links back to its evidence, so you can see how a conclusion was reached. GeoVouch reports observable signals—not guaranteed rankings or recommendations. I’d love your feedback: which part would be most useful for understanding how AI sees your product, and what feels unclear?

GeoVouch

AEO/GEO Marketing

AEO/GEO Marketing