Moderate AI visibility with 28 of 48 criteria passing. Biggest gap: q&a content format.
Biotech & PharmaceuticalsPharmaceuticalsVerdict
Below-average AEO readiness at 51/100 - multiple areas need attention. Key strengths include llms.txt File, Fact & Data Density, and Canonical URL Strategy. Priority gaps: Q&A Content Format, Comprehensive FAQ Section, and Speakable Schema.
How to Improve
Top Opportunities10
Fix It With AI41
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Guides for the criteria with the most room for improvement
AI assistants are question-answering machines. When your content is already shaped as questions and answers, you're handing AI a pre-formatted citation. Sites that do this right get extracted -sites that don't get skipped.
Our site runs 87 FAQ items across 9 categories with FAQPage schema on every one. That's not excessive -it's how we hit 88/100. Each Q&A pair is a citation opportunity AI can extract in seconds.
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.
You say "Mercury" on your homepage. The planet? The element? The banking startup? AI doesn't know - and when it can't tell, it doesn't cite. Entity disambiguation is how you draw clear lines around what your business is and isn't.
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