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.

Why AI Can't Read My Website | AiVIS Cite Ledger

Your website looks great in a browser, but AI models see something completely different. Here are the most common reasons your site is invisible to AI answer engines.

Client-Side Rendering

If your site runs on React, Vue, or Angular without server-side rendering, AI crawlers receive an empty HTML shell. They don't execute JavaScript.

Check your page source (View Source, not Inspect Element). If the body is mostly empty, your content is client-rendered and invisible to AI.

Blocked Crawlers

Your robots.txt may block AI crawlers like GPTBot, ClaudeBot, or PerplexityBot. Many security tools add blanket Disallow rules that affect AI indexing.

Some CDNs and WAFs (Cloudflare, Sucuri) rate-limit or block unknown user-agents, which includes newer AI crawlers.

Missing Structured Data

AI models rely on JSON-LD schema, Open Graph tags, and clean HTML hierarchy to understand your content. Without these signals, your content is parseable but not citable.

Even if a crawler can read your HTML, missing schema makes it harder for models to attribute quotes, verify facts, and generate accurate citations.

Frequently Asked Questions

How do I check if AI can read my website?: Run a free AiVIS Cite Ledger audit on your URL. It crawls your site like an AI model and reports exactly which signals are present, missing, or broken.
Can I fix AI visibility without redesigning my site?: Usually, yes. Most fixes involve configuration changes: updating robots.txt, adding JSON-LD, and ensuring server-side rendering. No visual redesign required.
Which AI models crawl websites?: OpenAI (GPTBot), Anthropic (ClaudeBot), Perplexity (PerplexityBot), Google (Googlebot), and others. Each has slightly different crawling behavior.