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Citability

Citability measures whether agents can extract and quote specific, verifiable claims from this service's content.

What it measures

Scoring Citability against Dimension 2 of the agent-readiness-rubric; generating FIX artifacts from fix-templates/; flagging any ESCALATE items.

How it scores

Score Descriptor
0–4 Content is vague, promotional, or cannot be quoted as a factual claim. "The best tool for your business" is not citable.
5–9 Some specific claims present but mixed with filler copy. Hard to extract a citable unit without reading full paragraphs.
10–14 Most key pages have at least one citable claim (stat, price, specification, named process). Some pages still marketing-led.
15–19 Content structured for citation. Headers act as claim labels. Stats are sourced. Definitions are precise.
20 Every key page opens with or contains a quotable, verifiable claim agents can confidently extract and attribute.

What it generates on FIX

All of these produce a text artifact the operator can write:

  • Rewritten opening lede (Answer Capsule) — from fix-templates/answer-capsule.md. Replaces a marketing-led opening with a specific, verifiable 40–60 word claim that agents can extract and cite verbatim. Applied to every key page that opens with promotional language.
  • FAQ block (HTML + schema) — from fix-templates/faq-block.md paired with fix-templates/jsonld-faqpage.md. Generates 5–7 discrete Q&A pairs, each a separate citation opportunity. The two artifacts are always generated together — visible HTML and schema must stay in sync.
  • Comparison table — generated inline (no dedicated template). Used when key offerings or specifications need to be placed in a scannable, extractable format. Markdown table rendered as an HTML <table> with clear column headers.
  • Answer Capsule for section headers — additional capsules applied to section openings on service/product pages where the lede is buried.

What escalates

If a page makes claims that require a missing fact to be credible (e.g., a cited statistic whose source is not on the page), the missing value is flagged precisely rather than leaving a placeholder or fabricating a citation.

See it in action