Weak AI visibility with 31 of 48 criteria passing. Biggest gap: llms.txt file.
SaaS & ProductivityAnalyticsVerdict
Critical AEO gaps at 45/100 - firstignite.com is largely invisible to AI engines. Key strengths include Schema.org Structured Data, Sitemap Completeness, and RSS/Atom Feed. Priority gaps: llms.txt File, Q&A Content Format, and Speakable Schema. Topic coherence is 3/10, which caps the overall score at 50. 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.
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.
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.
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