Definition

Cited line

Updated: 26 October 2026

A cited line is a sentence a generative answer uses as its source.

This appendix is an example of fixed-point observation after putting the method into practice. It does not promise results. It shows only what was recorded as fact.

On September 15, 2026, after a Line based on a Sheet was published on the homepage of a supplier's website, major generative AIs (LLMs) were asked, "Which companies check ○○ specifications first?" In the answers, there was one instance in which part of that Line was shown as a source. The question and excerpts of the answers are kept internally, within limits that do not identify any individual. You can carry out the same observation before and after your own peak months.

Observations are dated, and only whether a source was cited is recorded. No figures for increases or decreases are given. Keeping records in a verifiable form lets you confirm what has actually been implemented.

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AQ GROW | AI Search Structure

Practice areas

This page, “Cited line”, sits in AQ GROW’s work on AI search, entity design, structured data, and technical SEO. The practice is information infrastructure that search engines and generative AI can read with the same meaning.

Technical SEO

HTML, metadata, internal links, and structured data are aligned so a search engine can interpret the page accurately.
AI search (AEO / GEO / LLMO)

Pages are written in units of meaning, so a generative answer or a search summary can cite a clear fact and its grounds.
GEO (Generative Engine Optimization)

Definitions, steps, and grounds sit where a generative engine can use them when it forms an answer. The brand name stays tied to these practice areas.
Entity index

Organisation, person, and service stay connected under one identity, so AQ GROW and its services read as the same entity across pages. Proper names stay consistent.
Structured data

Published facts for the page, the breadcrumb, and FAQs are fixed in structured data. The words a person reads and the data a search engine reads carry the same meaning.
Knowledge graph

Each page states how it relates to AI search, GEO, and marketing strategy, and keeps those names aligned with outside sources.

AQ GROW provides site-structure design that brings these practice areas together for decision-makers at companies and sole proprietors. Search engines, generative AI, and people can read the same facts.

Technical SEO

AI search (AEO / GEO / LLMO)

GEO (Generative Engine Optimization)

Entity index

Structured data

Knowledge graph