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.

AiVIS Cite Ledger vs Perplexity Pages: Auditing vs Publishing | AiVIS Cite Ledger

Perplexity Pages lets users publish AI-curated content pages. AiVIS Cite Ledger is the tool that audits whether Perplexity's search engine can cite your existing content, one publishes, the other diagnoses.

AI Publishing vs AI Visibility Auditing

Perplexity Pages is a content publishing feature within Perplexity that lets users create curated topic pages using AI-generated summaries with citations. It's a distribution channel.

AiVIS Cite Ledger audits your existing website to determine whether Perplexity's search engine (and others like ChatGPT) can parse and cite your content. It's a diagnostic tool for your own properties.

Getting Your Site Cited in Perplexity Answers

Perplexity's search engine crawls the web and synthesizes answers with citations. Whether it cites you depends on whether its crawler (PerplexityBot) can access your pages and extract structured content.

AiVIS Cite Ledger checks exactly this: PerplexityBot access in robots.txt, structured data availability, content extractability, and metadata quality, the signals that influence Perplexity citations.

Own Your Citations

Publishing on Perplexity Pages means your content lives on Perplexity's platform. Getting cited through your own website means the traffic and authority stay with you.

AiVIS Cite Ledger helps you optimize your own site for AI citations rather than depending on third-party platforms.

Frequently Asked Questions

Is AiVIS Cite Ledger a content publishing tool?: No. AiVIS Cite Ledger is an AI visibility auditor. It checks whether AI search engines like Perplexity can parse and cite your existing website content.
How do I get cited by Perplexity?: Ensure PerplexityBot can access your pages (check robots.txt), provide clean structured data (JSON-LD), and maintain high content quality. AiVIS Cite Ledger audits all of these signals.
Should I publish on Perplexity Pages or optimize my own site?: Ideally both. But optimizing your own site for AI citations retains traffic and authority on your domain. AiVIS Cite Ledger helps you achieve this.