Why doesn’t AI mention your brand? Find out which half is brokenGet a free report
LLMention
Method

Quotations, attribution and trust signals

The scanner passes any blockquote and any byline-shaped string. Neither is evidence. What a quotation needs, and the trust signals around it.

By Alex Xu9 min read

Quotations are the most quotable content on a page and the easiest to fake. A sentence in quotation marks looks like evidence, but the marks are typography, not verification. What makes a quote useful is the same thing that makes a number useful: a reader can find out who said it, when, and what they meant. This article is about the difference between a quote and a pull-quote, and the trust signals around both.

The scanner has two rules here, and both are presence checks. Knowing exactly what they look at is the first step to not confusing a green tick with credibility.

What the two rules check

RulePointsWhat it asksWhat it does not ask
quotations3Does the response contain at least one <blockquote> element?Who said it, whether they exist, whether the words are exact, or whether the quote is the page’s own sentence in a styled box.
author3Is authorship signalled by a Person node, an author property, rel="author", or a visible byline matching "by Firstname Lastname"?Whether that person exists, wrote the page, or can be reached. The rule page notes that "by Jane Doe" in a caption or a comment satisfies it.

So a page can pass both with a self-quote and a decorative byline. The checks are floors; the work is the part they cannot do. The useful question is not "does my page have a blockquote" but "if a reader followed this quote back, would they find the person and the words?".

What makes a quotation citable

  • The exact words. Editing a quote without marking the edit, or stitching two answers into one sentence, changes what the person said. Use square brackets for clarifications and ellipses for omissions, and do not use them to reverse a meaning.
  • A named person and role. "Jane Doe, head of security at Example Labs" is checkable; "an expert" is not. The role is part of the attribution, not decoration.
  • Date and context. A quote from 2021 may be true and still misleading in a 2026 article. Say when it was said and what it was answering.
  • A link where one exists. If the quote comes from a published interview, report, filing or documentation page, link to it. The link is what lets a reader verify the words rather than trust the quotation marks.
  • Permission or fair use. Quoting a public statement with attribution is ordinary practice; quoting a private email or a paid report is a different decision. The markup does not make that decision for you.

The markup, and why the markup is not enough

A proper quotation names its source in the HTML, not only in the surrounding prose. The cite attribute carries a URL when one exists; a cite element or a caption carries the human-readable attribution.

<figure>
  <blockquote cite="https://example.com/interview">
    <p>The measurement is only useful if the reader can re-run it.</p>
  </blockquote>
  <figcaption>
    Jane Doe, head of research at Example Labs, in an interview on 12 March 2026.
  </figcaption>
</figure>

This passes the scanner because of the blockquote. It is also a citation, because the source is named and linked. The first fact is cheap; the second is the one that changes how a reader (or an engine summarising the page) can use the sentence. A blockquote without a source is a pull-quote: it changes the typography, not the evidence.

Trust signals around the quote

SignalWhat it doesWhat breaks it
Author bylineNames the person accountable for the page.A name with no author page, no contact route and no history.
Author pageGives the person a stable identity and a list of their work.Claims that cannot be checked, or a page that copies the byline and nothing else.
Person node in JSON-LDConnects the byline to an entity with a sameAs.A Person node with no links and no relation to the page.
Corrections / contactShows that errors have a route to be fixed.A contact page that nobody answers, or no route at all.
Date and methodLets a reader judge whether the quote and the claim are current.A fresh byline over stale evidence, or no date at all.

None of these signals is proof. A confident byline and a polished author page can sit on top of invented quotes, and a pseudonymous blog can be scrupulous. What the signals do is make the claim auditable: they tell a reader where to look, and they make it expensive to fabricate without leaving a trail.

How to audit a page's quotations

# 1. Extract the blockquotes from the response
curl -sS https://your-domain.com/page/ \
  | grep -oE '<blockquote[^>]*>[^<]*' | head

# 2. Look for a cite attribute or a named source near each one
curl -sS https://your-domain.com/page/ \
  | grep -c 'cite='

# 3. Look for author signals (any one satisfies the scanner)
curl -sS https://your-domain.com/page/ | grep -c 'rel="author"'
curl -sS https://your-domain.com/page/ | grep -ciE '>by [A-Z][a-z]+ [A-Z][a-z]+<'

Then read each quote and ask the three questions the scanner cannot: who said it, when, and can a reader check it. A quote that fails any of them is not evidence; it is a sentence in quotation marks.

What this buys, and what it does not

A named quote with a link is easier to trust and easier to reuse, and a consistent author identity gives an engine another way to associate claims with a source. That is real value in a medium where summaries circulate without their context.

It does not guarantee a citation, and it does not make the quote true. The durable standard is the same as for numbers: publish claims a stranger can check, attribute the words to someone who said them, and make the route back to the source visible. Everything else is typography.

Questions about quotations and attribution

Does a blockquote need a source to pass the scanner?

No. The quotations rule only checks for a blockquote element; it does not read the text or look for attribution, so a pull-quote of the page's own sentence passes. An unattributed quote is a styling decision, not a citation.

Is a pseudonymous byline a trust problem?

Not by itself. What matters is that the byline is consistent, that there is an author page or contact route, and that the claims are checkable. A pen name with a stable history is more trustworthy than a real name with no accountability; the failure is a name that appears once and cannot be reached.

Can I quote an AI-generated statement as an expert quote?

Not as an expert quote. Attributing generated text to a person or an organisation that did not say it is fabrication, and it is the kind of fabrication that a reader can catch. If a passage is your own analysis, present it as analysis; if it is someone else's words, quote them exactly and name them.

Evidence and sources

GEO can boost visibility by up to 40% overall in generative engine responses, and in the paper's Table 1 the best of the tested methods improve on the no-optimization baseline by 41% and 28%. — Generative Engine Optimization, KDD 2024

Every figure in this piece comes from the published study or from the rule set the scanner executes; both are linked, and both can be re-run.

Primary sources

Alex Xu — Maintainer, LLMention

I build and maintain LLMention: the scanner, the rule set and the study behind it. The work is published as source, so the method can be checked rather than taken on trust.

How this site is written and funded →

Read next