Weak AI visibility with 9 of 22 criteria passing. Biggest gap: comprehensive faq section.
Verdict
rivet.dev shows a mixed AEO profile with a 48/100 overall score: technical foundations are solid, but answer-oriented content signals are underdeveloped. It performs strongly on llms.txt (10/10), canonical URL strategy (10/10), schema implementation (9/10), and crawlable HTML (9/10), which gives AI systems clear site identity and structure. However, key discoverability and answer extraction drivers are weak or missing, including FAQ coverage (0/10), sitemap completeness (0/10), RSS/Atom feeds (0/10), and content publishing velocity (0/10). The largest gains now come from converting existing content into explicit Q&A, adding freshness metadata, and restoring machine-readable content distribution endpoints.
Scoreboard
Fix It With AI
Copy-paste these prompts into Claude Code or Cursor to fix each criterion.
These prompts are designed for projects where you have direct access to the codebase (Next.js, React, static HTML, WordPress, etc.). If your site runs on a hosted platform like Webflow, switch to the "Webflow" tab for platform-specific instructions. Using a different hosted platform? Contact us for custom guidance.
Top Opportunities
Improve Your Score
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.
No date on your page? AI engines treat it like a rumor -undated and deprioritized. Here's how we audit whether your timestamps are actually machine-readable.
Sitemaps tell crawlers what exists. RSS feeds tell them what changed. If you don't have one, your new content waits days -or weeks -to be discovered.
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.
Want us to improve your score?
We build citation-ready content that AI engines choose as the answer.