Developer Uses Own AI Marketing Tool to Audit Its Website, Finds Major Visibility Gap

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Lodven is an AI-powered marketing diagnosis agent built for technical founders that evaluates websites across nine dimensions, including SEO, positioning, and AI engine citability. The tool generates prioritized experiments complete with GitHub issues, schema patches, and analytics specs rather than generic advice. Its creator tested the tool on Lodven's own website and discovered a critical lack of external references, with traffic sources limited largely to the founder's own tweets and internal redirects. This absence of third-party content also means AI answer engines have no material to cite when users search for site-diagnosis tools. The founder is now publicly running the tool's top recommended experiment and documenting outcomes to demonstrate the full diagnosis-to-measurement loop.

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