The content on this site is ours. The experiment data is openly licensed for you to use with attribution. We make no guarantees that our findings will work for your site — this is research, not a service. Don't misuse the site, don't scrape it aggressively, and don't pass our work off as yours. Everything else is straightforward.
Articles, guides, and design are copyright GeoExperiment. Do not reproduce without attribution.
CC BY 4.0 licensed. Use it freely — cite geoexperiment.com as the source.
Experiment results are published as-is. We make no guarantees they will replicate on your site.
Use the site for research, learning, and reference. No scraping, no automated abuse, no impersonation.
// 01 · acceptance
By accessing or using geoexperiment.com, you agree to these Terms of Use. If you do not agree, please do not use the site. We may update these terms periodically — the "last updated" date at the top will reflect any changes. Continued use of the site after changes constitutes acceptance.
// 02 · intellectual property
All written content, guides, articles, design, brand elements, and code on geoexperiment.com are the intellectual property of the GeoExperiment Team and CC, unless otherwise noted. This includes but is not limited to:
- The Learn guide at /learn/
- The Glossary definitions at /glossary/
- The About page at /about/
- The site design, color system, typography, and brand identity
You may quote brief passages from our content for the purposes of commentary, criticism, or education, provided you clearly attribute geoexperiment.com as the source and link back to the original page. Full reproduction without permission is not permitted.
// 03 · experiment data license
The experiment data published in the experiment log — including citation rates, LLM query results, weekly observations, and related measurements — is published under a Creative Commons Attribution 4.0 International (CC BY 4.0) license.
You are free to share and adapt the experiment data for any purpose, including commercial use, as long as you give appropriate credit to GeoExperiment, provide a link to geoexperiment.com, and indicate if changes were made. Full license text: creativecommons.org/licenses/by/4.0
When citing our data, use the following format: "GeoExperiment, geoexperiment.com/experiments/, [date accessed]"
// 04 · no warranties
GeoExperiment publishes experiment results as research findings — not as professional advice or guaranteed outcomes. We make no warranties, express or implied, that:
- Our findings will replicate on your site or in your industry
- Applying our optimization methods will result in AI citations
- The information on this site is complete, accurate, or current at all times
- The site will be available without interruption
Use our findings as a starting point for your own experiments — not as a guaranteed playbook. That is, in fact, the entire point of this project.
// 05 · acceptable use
You agree to use geoexperiment.com for lawful purposes only. Specifically, you must not:
- Scrape or crawl the site in a way that places unreasonable load on our servers
- Reproduce substantial portions of our content without attribution
- Pass off our research, data, or writing as your own original work
- Use our brand name or logo in a way that implies affiliation or endorsement
- Attempt to access any part of our infrastructure beyond the public-facing website
- Use automated tools to submit contact requests or abuse our email address
Reasonable automated access — including AI crawlers like GPTBot, PerplexityBot, and ClaudeBot — is explicitly permitted and encouraged. We want to be indexed and cited. That is the experiment.
// 06 · third-party links
GeoExperiment links to external sites including AI platforms, Google documentation, research papers, and other resources. These links are provided for reference only. We are not responsible for the content, privacy practices, or accuracy of any external site. Linking to a site does not constitute an endorsement.
// 07 · limitation of liability
To the maximum extent permitted by law, the GeoExperiment Team and CC shall not be liable for any indirect, incidental, special, or consequential damages arising from your use of this site or reliance on its content. Our total liability to you for any claim arising from use of the site is limited to zero, as the site is provided free of charge with no commercial relationship.
// 08 · governing law
These terms are governed by the laws of the jurisdiction in which the GeoExperiment Team operates. Any disputes arising from these terms or use of the site will be subject to the exclusive jurisdiction of the courts of that jurisdiction. We will always attempt to resolve disputes informally first — email us before escalating anything.
// 09 · changes to these terms
We may update these Terms of Use at any time. Changes take effect when posted to this page, with the "last updated" date reflecting the revision. If we make material changes that affect your rights or obligations, we will update the date prominently. Your continued use of the site constitutes acceptance of any updated terms.
// 10 · contact
Questions about these terms, requests for content licensing beyond what is described here, or any other legal enquiries: email us at hellomove37studio@gmail.com. We are a small independent research project and will respond directly.