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 ten weighted families (avs-v3), 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 ten family scores (avs-v3), 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.

AI Domain Authority Is Not the Same as SEO Domain Authority | AiVIS Cite Ledger Blogs

By Founder, AiVIS Cite Ledger · 2026-06-25 · 10 min read · STRATEGY

A DA 90 site can be invisible to every AI model. A DA 30 site can be cited by all four. The signals are different and most teams are measuring the wrong thing.

Key Takeaways

Traditional domain authority (DA) measures backlink quality for Google — it has no direct relationship with AI citation rates.
AI citation authority is governed by entity clarity, Organization schema with sameAs links, content extractability, and cross-source corroboration.
A DA 90 site can receive zero AI citations; a DA 30 site with strong entity signals can be cited across all four major AI models.
Entity confidence score is the AI equivalent of DA — it measures how reliably AI models can identify and attribute content to your entity.
The fastest-leverage actions are Organization schema + sameAs links, Wikipedia/Wikidata entity presence, and a clear entity declaration on your homepage.

Article

# AI Domain Authority Is Not the Same as SEO Domain Authority

The Measurement Gap

Domain Authority (DA), as defined by Moz and replicated by similar tools, is a logarithmic prediction of how well a site will rank in Google search results. It is computed from backlink count, backlink quality, and referring domain diversity.

It has nothing to do with AI citation.

A site can carry DA 90 and receive zero citations from ChatGPT, Claude, Perplexity, or Gemini. A site can carry DA 28 and be cited by all four. The signals governing AI citation are structurally different from the signals governing Google ranking.

Most teams are measuring the wrong metric and optimizing for the wrong outcome.

What Traditional Domain Authority Actually Measures

Traditional DA measures:

**Backlink quantity and quality** — how many sites link to you, and how authoritative those sites are
**Referring domain diversity** — how many distinct domains link to you
**Link anchor text distribution** — the language used in links pointing to your site
**Technical crawlability** — whether Google's bot can access and index your content

These signals matter enormously for Google ranking. They have limited direct impact on AI citation.

What AI Citation Authority Actually Measures

AI models evaluate a different set of signals when deciding whether to cite a source:

**Entity resolution confidence**

Can the model match your site to a known, verified entity? This requires:

Consistent brand name across all public-facing profiles
Organization schema with sameAs references to Wikipedia, Wikidata, LinkedIn, and authoritative directories
Third-party mentions that associate your brand name with your domain

A site with DA 80 but no Wikipedia mention, no Wikidata entry, and no Organization schema may be unresolvable as an entity for some models.

**Authorship and EEAT signals**

AI models — particularly Claude and Gemini — weight content attributed to credentialed, named authors over a

Enable JavaScript for the full interactive reading experience with related articles and discussion.