Hey Product Hunt! 👋 I'm the solo founder behind LucidVia. The idea came from a simple question I couldn't answer: **Can AI agents actually use my website?** There are plenty of SEO tools, and Google recently added basic agentic-browsing checks to Lighthouse, but I wanted something that explains *why* AI agents struggle with a site and how to fix it. The biggest challenge was the scoring model. I didn't want an LLM to simply "rate" a website. Instead, LucidVia combines deterministic signals with AI-generated analysis. Hard evidence constrains every score, and categories without enough evidence are marked as **low confidence** instead of guessed. A few things I learned while building it: * 47% of the 129 sites I scanned had no JSON-LD structured data. * Of the sites that did, 21% were missing required properties. * 62% of content sites had no author or publication date. * 17% blocked at least one major AI crawler in `robots.txt` (sometimes intentionally, often not). I'd genuinely love feedback on the scoring methodology, the reports, and what signals you'd want to see added. Thanks for checking it out! 🙏

LucidVia

Audit your website for AI agents

Audit your website for AI agents