GEO GUIDES

Practical GEO guides

Turn a change list into categorised release notes: added, fixed, changed, and breaking changes. No invented version numbers, dates, or impact scope; breaking changes are flagged explicitly and migration notes are never dropped. The guides in this section are free to read, with no expiry.

Writing Changelogs: For Users, Not for the System

A changelog answers “what changes for me”. Written in user-visible groups (new features / improvements / fixes), describing impact rather than implementation, with links to detail.

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.