Citability

Citability is how readily a passage of text can be lifted out of a page and used verbatim in an AI answer. A citable passage answers one question completely in two to four sentences and makes sense with no surrounding context.

Language models retrieve and quote chunks, not documents. Citability is a property of the chunk.

sample

Lifted out of the page, this survives

The Haruwell Daily Fluid is ratedSPF 50+, tested at the full2 mg/cm² application rate to the2019 edition of ISO 24444.

This does not

As mentioned above, it performs well against the standard discussed, and this is what makes it such a strong choice for the shopper described.
  • Names the brandno unresolved “we” or “the company”
  • Carries a numbera value that can be checked
  • Carries a dateso staleness is visible
  • Stands aloneno “as mentioned above”
Sample copy for a fictional brand, written twice about the same product. The second version loses every property that lets a model quote it — so a passage that reads fine in place becomes unusable the moment it is pulled out of the page.

Extracted, a dependent passage reads as a fragment — so it does not get extracted.

A citable passage A dependent passage
Shape Answers one question completely, in two to four sentences Continues an argument made in the paragraphs above it
Context it needs None The section it sits in
Lifted out of the page Still reads as an answer Reads as a fragment

This is the failure mode translated marketing copy runs into. Translation preserves grammar while smoothing out exactly the specific, claim-bearing sentences a model would want to quote.

A citable passage still has to be fetched before it can be quoted, which is the part what ChatGPT searches before it names a brand puts ahead of it.

Related: answer engine optimization.

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