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.

Wix AI Visibility Audit | AiVIS Cite Ledger

Wix renders almost everything client-side. AI crawlers see a blank shell unless your site is configured correctly. Here's how to check and fix it.

The Wix Rendering Problem

Wix uses heavy client-side JavaScript rendering. When AI crawlers fetch your page, they often receive a minimal HTML shell with no visible content, just framework bootstrap code.

Wix has improved server-side rendering in recent years, but many older sites and certain templates still rely on client-side hydration that AI crawlers cannot execute.

Schema and Structured Data on Wix

Wix auto-generates basic schema for some page types but lacks fine-grained control. You cannot easily add custom JSON-LD or modify the generated schema without workarounds.

Open Graph tags are configurable in Wix SEO settings, but many users leave them on defaults, resulting in generic descriptions that AI models deprioritize.

Improving Wix AI Visibility

Use Wix's SEO panel to manually set meta descriptions, Open Graph fields, and canonical URLs for every important page.

Consider Wix Velo (custom code) to inject JSON-LD schema into page headers. This lets you add FAQ, Article, or Organization schema that Wix doesn't generate natively.

Run an AiVIS Cite Ledger audit to see exactly what AI crawlers receive when they fetch your Wix pages. The gap between what you see in the editor and what crawlers receive is often significant.

Frequently Asked Questions

Can AI models read Wix websites?: It varies. Newer Wix sites with server-side rendering are partially readable. Older sites or those with heavy animations/widgets may be invisible to AI crawlers.
Does Wix support JSON-LD schema?: Wix generates basic schema for some elements but doesn't support custom JSON-LD natively. You can add it through Wix Velo custom code injection.
How do I improve my Wix site's AI visibility?: Start with an AiVIS Cite Ledger audit to identify gaps. Then optimize meta tags, add custom JSON-LD via Velo, and ensure your content renders server-side.