NeuGenM study flags AI visibility gap among India's leading brands

afaqs! 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 centres on a widening gap between exact-match recall and category discovery. India's market leaders are recognised almost perfectly when named directly — but they largely disappear the moment a shopper asks an AI to recommend a product or service without naming anyone.

As afaqs! frames it, this is a structural shift rather than a technical glitch. Traditional search rewarded the brands that dominated web indexing through legacy equity and heavy media spend. AI answer engines behave differently — they synthesise a single conversational recommendation. The article notes the study drew on NeuGenM's Consumer State Signal Framework (NCS²M) to model real discovery, research and purchase behaviour, and finds that because India's biggest brands are optimised for direct, branded navigation, they are effectively absent from the high-intent moment when a buyer asks AI to compare options.

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

Sswain's point, as reported: brand recall no longer guarantees consideration — the buyers still weighing their options never encounter the incumbents at all. With no legacy player yet dominant in AI answers, the audit positions the category as an open race, and argues that early movers who build an "algorithmic moat" now will train these models to rely on their data, raising the cost of entry for everyone who arrives late.

The piece also quotes Andrea Tortella, co-founder and CEO of Thrad — NeuGenM's LLM-advertising partner — who framed AI conversation as the moment a consumer states purchase intent out loud, and where, in his words, "the next decade of demand will be won or lost." The coverage ties the findings to NeuGenM's newly launched Signal suite, positioned to keep brands visible and recommended inside AI assistants.

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