Weak AI visibility with 1 of 22 criteria passing. Biggest gap: llms.txt file.
Verdict
healthharbor.co currently shows low AEO readiness with an overall score of 16/100, driven by foundational gaps in machine-readable signals and structured content. Core discovery files are missing or invalid (llms.txt: 0, robots.txt for AI crawlers: 2, sitemap completeness: 2, canonical URL strategy: 0), which limits reliable crawling and attribution. Structured data is absent (Schema.org structured data: 0; Schema coverage depth: 0), while answer-format content is weak (Direct answer paragraphs: 2; FAQ section: 3 despite a live FAQ page). The site has some positives, including HTTPS, 5 quantitative data points, and social links, but lacks the technical and semantic framework needed for strong AI citation and retrieval.
Scoreboard
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Top Opportunities
Improve Your Score
Guides for the criteria with the most room for improvement
Tidio has a 251-line llms.txt. Crisp has zero. The score gap: +29 points. This single file tells AI assistants exactly what your site does -and without it, they're guessing.
Tidio runs 4 JSON-LD schema types. Crisp runs zero. That's not a coincidence -it's the difference between a 63 and a 34. Structured data is the machine-readable layer AI trusts most.
Sitemaps tell crawlers what exists. RSS feeds tell them what changed. If you don't have one, your new content waits days -or weeks -to be discovered.
Your sitemap says 500 pages exist. Our crawl finds 700. Those 200 missing URLs? AI crawlers will never know they exist.
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