Weak AI visibility with 10 of 22 criteria passing. Biggest gap: llms.txt file.
Verdict
drdroid.io has a workable technical base for AI discoverability, but current Answer Engine Optimization readiness is limited at 46/100. Strength areas include clean crawlable HTML (9/10), content format (8/10), semantic structure (8/10), and sitemap completeness (7/10 with 4,052 URLs). The biggest blockers are missing foundational AI control and trust signals: llms.txt (0/10, 404), RSS/Atom feed (0/10), canonical tags (0/10), and definition patterns (0/10), alongside weak freshness and publishing signals (2/10 each). In its current state, the site is indexable but under-optimized for consistent answer extraction, attribution, and recency weighting in AI systems.
Scoreboard
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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.
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.
Same content, three URLs, zero canonical tags. Congratulations -you just split your authority three ways and gave AI crawlers a headache.
You published a great blog post in January. It's now February and nothing else has appeared. AI engines notice -and they're crawling less often because of it.
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