Weak AI visibility with 23 of 48 criteria passing. Biggest gap: q&a content format.
Developer Tools & InfrastructureDeveloper PlatformsVerdict
Critical AEO gaps at 34/100 - pragmaedge.com is largely invisible to AI engines. Key strengths include llms.txt File, Sitemap Completeness, and Duplicate Content Blocks. Priority gaps: Q&A Content Format, Semantic HTML5 & Accessibility, and Table & List Extractability. Topic coherence is 2/10, which caps the overall score at 45. Focusing content on core expertise areas is the single highest-impact improvement.
How to Improve
Top Opportunities10
Fix It With AI43
Score Breakdown
Unlock Full Audit Report
See all 48 criteria with detailed findings and actionable fix recommendations.
Your competitors are already optimizing for AI
Every day without action is traffic your site loses to AI-ready competitors. We fix that.
Site Pages
Improve Your Score
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.
A page built with <div> everywhere looks the same to AI as a page with no structure at all. Semantic elements -<main>, <article>, <section>, <time> -are the markup that tells AI where your content starts, what it means, and how it's organized.
Your comparison table looks great in the browser. But it's built with divs and CSS Grid, so ChatGPT sees a blob of text. Here's what that costs you.
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.
Want us to improve your score?
We build citation-ready content that AI engines choose as the answer.