NeuGenM.AI audit finds only 12.4% of India's top brands visible in AI recommendations

MediaBrief reported on NeuGenM.AI's AI Performance Audit of India's Top 100 brands — a study of how the country's largest names perform in Generative Engine Optimisation (GEO) and Answer Engine Optimisation (AEO), the disciplines that decide whether a brand is recommended when a consumer asks an AI assistant for advice.

The coverage leads with the headline number: while legacy brand equity still protects companies in direct searches, only a small fraction of India's leaders surface when a shopper asks an AI to recommend a product or service without naming anyone.

As MediaBrief frames it, AI-driven discovery is fundamentally different from traditional search. Legacy equity protects incumbents on direct, branded queries — but category-level questions on ChatGPT, Gemini and Claude expose a critical vulnerability. The audit, which used NeuGenM's proprietary Consumer State Signal Framework (NCS²M), argues that first movers who optimise their AI visibility now can establish an "algorithmic moat" that later competitors find difficult to overcome.

"India's biggest brands are optimized for consumers who already know they exist, and erased for everyone still deciding."

Sswain's argument, as reported, is that brand recall no longer guarantees consideration: the buyers still weighing their options never encounter the incumbents at all. The piece also quotes Andrea Tortella, co-founder and CEO of Thrad — NeuGenM's LLM-advertising partner — who described AI conversation as the first surface where a consumer states purchase intent out loud, at the very moment of deciding.

The coverage ties the findings to the launch of The NeuGenM Signal suite, which the article breaks into two parts: Signal GEO, focused on knowledge-layer optimisation so brands are represented accurately inside AI answers, and Signal Ads, the LLM-advertising capability delivered in partnership with Thrad.

This page summarises third-party coverage published by MediaBrief. Facts and figures are drawn from NeuGenM's own audit. Read the original article at MediaBrief via the link below.