{"name":"Vista AI Visibility Index™","version":"0.1.0","status":"pilot-design","generatedAt":"2026-07-16T21:48:28.847Z","license":"Methodology is publicly documented. Company observations remain unpublished until human approval.","methodology":{"sectors":["Real estate","Healthcare and clinics","Hospitality and restaurants","Interior design and construction","Digital agencies and professional services"],"emirates":["Dubai","Abu Dhabi","Sharjah"],"targetQuestionsPerSector":25,"repeatedRunsRequired":true,"dimensions":[{"key":"mention","label":"Mention visibility","weight":20,"description":"How consistently an eligible business appears in relevant answer sets."},{"key":"recommendation","label":"Recommendation visibility","weight":25,"description":"How consistently the system explicitly recommends the business for the tested buyer need."},{"key":"citation","label":"Citation visibility","weight":20,"description":"Whether answers cite sources that substantiate the business mention or recommendation."},{"key":"accuracy","label":"Factual accuracy","weight":20,"description":"Accuracy of identity, service, location, and contact claims in the observed answer."},{"key":"entityTrust","label":"Entity and trust consistency","weight":15,"description":"Consistency between observed claims and verifiable public business evidence."}]},"companies":[]}