An open-access book and machine-readable corpus in six languages presenting the NobleJackal catalogue of 99 representation and governance anti-patterns in GEO. Author: Kaan MurazPublisher: NobleJackalRepository role: machine-readable distribution and research-access mirrorStatus boundary: Companion anti-pattern catalogue. It is not a benchmark result, accreditation, certification decision or guarantee of AI-search visibility.

Read or… See the full description on the dataset page: https://huggingface.co/datasets/NobleJackal/99-GEO-Errors.