Weak AI visibility with 33 of 48 criteria passing. Biggest gap: llms.txt file.
Finance & PaymentsAccountingVerdict
Critical AEO gaps at 44/100 - acuity.co is largely invisible to AI engines. Key strengths include Entity Authority & NAP Consistency, Comprehensive FAQ Section, and Original Data & Expert Analysis. Priority gaps: llms.txt File, Speakable Schema, and Image Context for AI. Topic coherence is 2/10, which caps the overall score at 45. Focusing content on core expertise areas is the single highest-impact improvement.
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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.
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 can't see your images. It reads the markup around them. A product photo with alt="image1.jpg" tells AI nothing. A figure with a descriptive figcaption and 8-word alt text tells AI exactly what it's looking at - and that context feeds directly into citation decisions.
Your blog covers AI, recipes, fitness, and office furniture. AI engines see a site that doesn't know what it is - and they're right. Topic Coherence is the single heaviest criterion in the AEO scoring framework, and it can cap your entire score when it's low.
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