Weak AI visibility with 20 of 48 criteria passing. Biggest gap: llms.txt file.
Healthcare & Patient AdvocacyHealth & WellnessVerdict
Critical AEO gaps at 42/100 - cmdhd.org is largely invisible to AI engines. Key strengths include Internal Linking Structure, Sitemap Completeness, and Canonical URL Strategy. Priority gaps: llms.txt File, RSS/Atom Feed, and Speakable Schema. Topic coherence is moderate at 5/10, capping the score at 60. Tighter topical focus would lift this ceiling.
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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.
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.
Voice assistants need to pick which paragraph to read aloud from your page. Without Speakable markup, they guess -and they frequently guess wrong, reading your cookie notice.
AI engines are biased toward recency. An article with no visible date is an article AI can't trust to be current. Visible Date Signal measures whether your pages show clear publication and update dates that both humans and machines can read.
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