We are preparing the index, but we are not publishing benchmark numbers until the dataset is complete and reviewed. No placeholder statistics, no inflated claims.
The finished report should help founders and marketing teams understand where MENA brands appear in AI answers, where Arabic visibility differs from English, and which technical/content gaps matter most.