Third-party AI systems are outside our control

ChatGPT, Perplexity, Gemini, and Claude are products of OpenAI, Perplexity AI, Google, and Anthropic respectively. GeoCited is not affiliated with, endorsed by, or sponsored by any of them, and references to these systems are for descriptive purposes only.

These systems change their models, retrieval behavior, and ranking logic on their own schedule, without notice to GeoCited or its clients. Any measurement we report — including Share of Answer — reflects a point-in-time scan and can shift for reasons entirely outside GeoCited's control.

No guarantee of specific outcomes

Where a specific guarantee applies to your engagement (such as the Movement Clause described on /program), it is defined precisely in your order form and is the only guarantee that is contractually binding. General statements on this website about typical timelines or outcomes are illustrative, based on prior engagements, and are not a promise of results for any specific company or category.

Third-party statistics

Statistics we cite from Forrester, G2, and other third-party research are attributed to their original publisher at the time of writing. GeoCited does not control, and cannot guarantee the continued accuracy or availability of, third-party research after publication.

Not professional advice

Content on this site is provided for general informational purposes about Generative Engine Optimization and does not constitute legal, financial, or other professional advice. The Glass Box Standard page describes questions we recommend asking any GEO vendor; it is not a certification or audit of any specific vendor.