Weak AI visibility with 22 of 48 criteria passing. Biggest gap: comprehensive faq section.
Verdict
Critical AEO gaps at 38/100 - forg3d.ai is largely invisible to AI engines. Key strengths include llms.txt File, Canonical URL Strategy, and Schema Coverage & Depth. Priority gaps: Comprehensive FAQ Section, Definition Patterns, and Content Licensing & AI Permissions. Topic coherence is moderate at 5/10, capping the score at 60. Tighter topical focus would lift this ceiling.
How to Improve
Top Opportunities10
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Guides for the criteria with the most room for improvement
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.
"What is AEO?" -14% of all AI queries start with "What is." If your content doesn't answer with a clean definition sentence, someone else's will.
You want AI engines to cite your content. But have you actually told them they're allowed to? Most sites haven't -and AI systems default to conservative behavior.
AI doesn't take your word for it. When you publish content as "Admin" or "Staff Writer," you're telling AI engines that nobody at your company was willing to put their name on it. Person schema, author bios, and credential markup are how you prove a real expert wrote your content.
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