AI Visibility Benchmark 2026: How 30 Indian Brands Perform Across AI Discoverability, Understanding, Authority, Citations and Recommendation Readiness

AI Visibility Benchmark 2026 examines how 30 Indian brands perform across five dimensions of AI visibility: AI Discoverability, AI Understanding, AI Authority, Citation Authority, and Recommendation Readiness.

The study evaluates whether brands can be found, understood, trusted, cited, and confidently recommended by AI-powered search and answer systems.

A key finding is that Recommendation Readiness was the weakest dimension for 24 of the 30 brands studied, indicating that being discoverable online does not necessarily mean a brand has enough clear, credible, and commercially useful information for AI systems to recommend it confidently.

The research was developed by Sanchari Sarkar, Founder and AI Visibility Consultant at Digital Platform 271, as part of ongoing research into Generative Engine Optimization (GEO), AI search visibility, citation readiness, and recommendation readiness.

The report is intended for founders, marketers, brands, service businesses, researchers, and professionals interested in understanding how AI systems discover, interpret, cite, and recommend businesses. 

Research website: https://www.digitalplatform271.com/research