GEO GUIDES

Practical GEO guides

Write a first-draft disclaimer from your own business facts: field of application, scope, risk warnings, and limits of responsibility, each in its own section. No claim that it is enforceable, no invented credentials, and a reminder to review it per jurisdiction. The guides in this section are free to read, with no expiry.

Writing Disclaimers: Drawing the Line of Responsibility

A disclaimer honestly tells readers what you can and cannot promise. Common types, writing points, and red lines.

Methodology source: Aggarwal et al., GEO: Generative Engine Optimization (KDD 2024, arXiv:2311.09735) — evidence and cited sources work, keyword stuffing is negative; benchmark results vary by content, no outcome promises.