Research Terms of Use

How you may use Aiviara Research reports, benchmark data, and methodology.

These terms govern your use of research reports, benchmark data, methodology documents, and other published materials available at aiviara.com/research. This research is published by Aiviara Research, a research and publishing initiative of Chartermoon Limited.

By accessing or using any research materials on this site, you agree to these terms.

These terms were last updated on 26 May 2026.

Who We Are

Aiviara Research is operated by Chartermoon Limited, a company registered in England and Wales. Our research programme produces independent studies on AI brand representation, measurement methodology, and AI visibility benchmarks, with a focus on B2B software and SaaS markets. All published materials on this site are produced under the Aiviara Research name.

Permitted Uses

You may:

  • Read and download research reports for your own personal or professional reference
  • Reference findings from our research in your own work, provided you include clear attribution (see below)
  • Share links to published reports or pages on aiviara.com
  • Quote brief excerpts in journalism, commentary, or academic work, provided the source is credited

These permissions apply to free, publicly available materials. Some materials may carry separate licence terms, which will be stated clearly on the relevant page.

Restricted Uses

Without prior written permission from Aiviara Research, you may not:

  • Reproduce, republish, or redistribute research reports or data in full or in substantial part
  • Incorporate our research findings, data, or methodology into a commercial product or service
  • Scrape, harvest, or systematically extract content from aiviara.com by automated means
  • Present our research as your own or remove or obscure attribution
  • Resell or sublicence access to our materials

If you are unsure whether your intended use is permitted, contact us before proceeding.

Attribution

When referencing Aiviara Research in your work, please use the following format:

[Author] (Year). [Report title]. Aiviara Research. https://aiviara.com/research/[slug]/

For example: Khan, B. (2026). Brand Representation in AI Answers: An Open Standard for Measuring Visibility, Alignment and Sentiment. Aiviara Research. https://aiviara.com/research/generative-brand-mention-framework/

Where no individual author is named, use "Aiviara Research" as the author. Where space is limited, a shortened form such as "Source: Aiviara Research (aiviara.com/research)" is acceptable for figures, tables, or slide presentations.

Research Limitations

Our research is designed to be rigorous and transparent. As with all empirical research, users should be aware of the following limitations:

  • Findings reflect data collected at a specific point in time. Market conditions, consumer attitudes, and brand performance change, and older studies may not reflect current reality.
  • Nothing in our research constitutes investment, legal, financial, or business advice. Findings are descriptive and analytical in nature.
  • We make no warranty, express or implied, as to the completeness, accuracy, or fitness for purpose of any published material.
  • Aiviara Research and Chartermoon Limited accept no liability for decisions made in reliance on our published findings.

You are responsible for applying independent judgment when using our research.

Intellectual Property

All research reports, datasets, benchmark scores, scoring methodologies, and related materials published by Aiviara Research are the intellectual property of Chartermoon Limited. All rights are reserved except where expressly stated.

The Aiviara Research name, logo, and associated marks are proprietary to Chartermoon Limited and may not be used without permission.

© 2026 Aiviara Research

Governing Law

These terms are governed by the laws of England and Wales. Any disputes arising in connection with these terms or your use of Aiviara Research materials will be subject to the exclusive jurisdiction of the courts of England and Wales.

If any provision of these terms is found to be unenforceable, the remaining provisions will continue in full force and effect.

Changes to These Terms

We may update these terms from time to time. Changes will be posted on this page with a revised effective date. Continued use of research materials after any update constitutes acceptance of the revised terms.

Contact and Permissions

For permission requests, licensing enquiries, or questions about these terms, contact:

[email protected]

We aim to respond to all enquiries within five business days.