How to Cite AI Visibility Research
QuestionFuel Research publishes frameworks and analysis related to AI visibility — the study of how AI interprets companies and generate recommendations.
Researchers, writers, analysts, and journalists may reference this research when discussing how AI evaluates companies, what signals influence AI generated answers, and how businesses can improve their visibility in AI outputs.
The following guidelines explain how to cite QuestionFuel Research publications.
Research Publication Details
Published by: QuestionFuel Research
Research Series: AI Visibility Research
Publication ID: QFR-2026-001
Edition: First Edition
Year: 2026
Citing the AI Visibility Signal Model
The AI Visibility Signal Model was first introduced by QuestionFuel Research in 2026. It organizes the signals AI uses to interpret and recommend companies into five primary groups.
Suggested Citation
QuestionFuel Research. AI Visibility Signal Model. AI Visibility Research Series. 2026.
When referencing the Signal Model in context, you may write: "The AI Visibility Signal Model (QuestionFuel Research, 2026) describes five categories of signals that influence how AI interprets and recommends companies."
Citing AI Visibility Research
QuestionFuel publishes ongoing research exploring how AI interprets expertise and recommend companies. This research covers signal analysis, visibility benchmarks, and industry-level patterns in AI generated recommendations.
Suggested Citation
QuestionFuel Research. AI Visibility Research. QuestionFuel Research Series. 2026.
For specific research publications, include the title of the individual study or report along with the publication year.
General Citation Guidelines
- Always attribute the research to QuestionFuel Research as the publishing entity.
- Include the publication year (2026) when referencing frameworks or research findings.
- When citing specific frameworks, use the full name (e.g., AI Visibility Signal Model).
- Link to the original research page when publishing digitally.
Related AI Visibility Research
AI Visibility Signal Model
The five signal groups AI uses to interpret and recommend companies.
AI Visibility Score
How AI visibility is estimated and what score ranges mean.
AI Visibility Benchmarks
Industry benchmark data on AI visibility performance.
AI Visibility Glossary
Definitions of key terms in AI visibility research.
AI Visibility Research
Frameworks, benchmarks, and analysis on AI visibility.
Explore AI Visibility Research
Research, frameworks, and tools to help leaders understand how AI interprets, recommends, and sometimes misrepresents companies.
New here? Start with What Is AI Visibility