DomainHealth – see how four AI engines judge every page

Helps indie devs and content teams understand how AI engines read and cite their site

Problem

More users now start from an AI assistant instead of a search box, yet site owners have no dashboard to see how AI actually understands their pages. One maker already built a tool that takes a domain and has four AI engines judge every page; others are shipping AI visibility products, which shows this is an emerging but still underserved niche for small teams.

Solution

Enter a domain, crawl key pages, and score each page across multiple mainstream AI engines on consistent dimensions (readability, structure, fact density, citation potential, regional coverage). Return an actionable fix list such as adding FAQs, structured data, or splitting long articles. Scheduled re-runs and score-change alerts let owners track AI visibility like Lighthouse.

Users

Indie developers, content site owners, SEO consultants, small content marketing teams

MVP

Batch-score homepage plus 5-10 key pages; support 4 fixed engines with unified scoring and a comparison table; generate per-page fix suggestions via rules plus one LLM call; weekly re-runs with email alerts; no account system, deliver reports via one-off links.

Revenue

Monthly subscription with a free tier of one domain and 10 pages; paid plans unlock more domains, historical trends, and team sharing; white-label per-report billing for SEO consultants.

Why now

AI is redefining traffic entry points, and anxiety about AI visibility is real and growing, but big tools are enterprise-focused; an indie dev can ship a focused crawler + LLM version in weeks.