What problem does it solve?
GEO/AEO audits ensure your documentation and site artifacts are discoverable, citable, and agent-friendly for both LLMs and coding agents.
Core Features & Use Cases
- GEO checks for LLM discoverability: validates
llms.txt, AI-crawler directives in robots.txt, and AI-friendly citation metadata like JSON-LD grounding.
- AEO checks for agent coding preference: verifies
AGENTS.md presence/structure and checks for the lowercase upstream skill.md capability manifest convention.
- Content and token readiness: evaluates snippet-extractable formatting, prompt-injection hygiene, heading structure, and token-economics estimates plus token-count surfacing guidance.
- Run persistence and trend rendering: stores findings in the shared audit-history format and renders trends across audit runs.
Quick Start
Run the geo-audit on your project directory to get a GEO+AEO readiness verdict and a prioritized findings table.