Citation Integrity™ 101 · Module 8 of 9

Can an AI system actually reach this content?

A source can be authoritative, evidenced and well-qualified — and still fail Citation Integrity™, if the systems trying to read it can’t get in.

Module 8

What Technical Accessibility checks

This Dimension checks crawlability, structured data, licensing barriers, rate limits, and whether the content can be attributed back to a stable location — whether AI systems can reliably discover, parse and attribute the information at all.

Worked examples

The same claim, two different outcomes.

Concrete cases are the fastest way to see how this Dimension behaves in practice.

Fails

A page has excellent, accurate content — but it’s rendered entirely client-side in JavaScript, has no structured data, and blocks known AI crawlers. The information is good; it’s simply unreachable.

Passes

The same content, served as crawlable HTML with structured data and no crawler blocks, at a stable URL that can be cited back to directly.

Quick check

Two questions before you move on.

Ungraded and untracked — just a comprehension nudge.

1Can strong content still fail Citation Integrity™ purely on accessibility grounds?

2Name one thing this Dimension checks besides crawlability.

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Citation Integrity™ 101

  1. What Citation Integrity™ Means (and Why It Matters)The framework, the four decisions, and the judgment AI systems already make.
  2. Source AuthorityIs the source itself credible and appropriate for the subject?
  3. Entity AuthorityIs the person or organization behind the claim qualified and dependable?
  4. Organizational ProbityVerified information about conduct and standing that affects reliance.
  5. Evidence & CitationsCan claims be substantiated, and do cited sources actually support them?
  6. First-Hand ExperienceDirect knowledge, testing and original evidence.
  7. Content QualityAccurate, complete, specific, current, consistent and appropriately qualified.
  8. Technical AccessibilityYou are hereCan AI systems reliably discover, parse and attribute the information?
  9. Integrity AnalysisEverything together: should the information be relied upon and cited?