GEO GUIDES

Practical GEO guides

Write and polish replies to public reviews: acknowledge the specific fact, state what you can do, and give a next step the public can see. No invented actions, remedies, or findings; no timelines; no explanation that blames the reviewer. The guides in this section are free to read, with no expiry.

Writing Online Replies: Grace on Social Media and Comments

Online replies face a public audience — every reply is a brand moment. Positive replies, negative replies, and controversial replies — each with patterns 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.