What exactly is AiVIS Cite Ledger?

AiVIS Cite Ledger is an evidence-backed AI citation audit and remediation system. It measures how AI models, ChatGPT, Perplexity, Claude, and Google AI, interpret, trust, and cite your web content. The result is a 0–100 CITE LEDGER score across seven weighted dimensions, with BRAG evidence-linked findings and prioritized fixes.

How is this different from Semrush, Ahrefs, or Clearscope?

Traditional SEO tools optimize for keyword ranking in traditional search results. AiVIS Cite Ledger audits citation readiness, the specific signals that determine whether AI answer engines retrieve and cite your content. A page can rank #1 on Google and be completely invisible to AI answer synthesis.

What is BRAG and how does it make findings trustworthy?

BRAG stands for Based-Retrieval-Auditable-Grading. It ties every audit finding to a real, traceable element on your page, a specific heading, schema block, meta tag, or content section, each carrying a unique evidence ID. You can open the element, verify the finding, and recheck it after a fix. No black boxes.

Is the free tier genuinely useful, or just a teaser?

The Observer (free) plan gives you a full composite CITE LEDGER score and all seven dimension letter grades, so you can see exactly where you stand and which categories are hurting you. BRAG evidence IDs and prioritized fix packs require a paid plan. Three audits per month, no credit card.

Ghost CMS AI Visibility Audit | AiVIS Cite Ledger

Ghost is built for publishing, clean HTML, fast rendering, and built-in structured data. But its minimalist approach means several AI signals are missing by default.

What Ghost Does Well for AI

Ghost renders server-side with minimal JavaScript, producing clean HTML documents that AI crawlers parse easily.

Ghost auto-generates Article schema with author, datePublished, and dateModified fields, giving AI models the attribution signals they need for citations.

Ghost's AI Visibility Gaps

No FAQ schema support. Ghost's editor doesn't produce structured FAQ sections, even if you write Q&A content in your posts.

Limited robots.txt customization. Ghost generates a default robots.txt that may not include explicit rules for AI crawlers.

No llms.txt support. Ghost has no built-in way to serve a machine-readable site description file for AI models.

Ghost AI Visibility Fixes

Use Ghost's code injection (per-post and site-wide) to add custom JSON-LD for FAQ, HowTo, and Organization schema.

Customize your Ghost theme's default.hbs to include optimized meta tags and structured data helpers.

Deploy an llms.txt file via your hosting provider's static file serving (if using Ghost Pro, you'll need a CDN or proxy layer).

Frequently Asked Questions

Is Ghost good for AI visibility?: Ghost has a strong foundation with clean HTML and auto-generated Article schema. It needs manual work for FAQ schema, llms.txt, and AI crawler rules.
Does Ghost generate structured data?: Yes, Ghost auto-generates Article schema with author and date fields. But it lacks FAQ, Organization, and Breadcrumb schema that AI models also look for.
How do I improve my Ghost blog's AI visibility?: Add custom JSON-LD via code injection, optimize your theme's meta output, and run an AiVIS Cite Ledger audit to identify specific gaps and prioritized fixes.