Sandeep Singh

Co Founder of Lumenario, Over 15 years of experience in Growth marketing, Product and Business in Healthcare,FMCG,Media, D2C and SAAS.

LinkedIn X Instagram sandeep@lumenario.com

143

Articles publishedof 143 in the library

Topics coveredAcross published contributions

Nov 102026

Background

Co Founder of Lumenario, Over 15 years of experience in Growth marketing, Product and Business in Healthcare,FMCG,Media, D2C and SAAS. Passionate about building platforms that help CMOs reduce dependency on paid media. His focus area is "As a CMO , how do I ensure my brand remains relevant in an agentic world"

Topics covered

Publication record

Published Articles 143

All articles

llms.txt: What It Is, What It Is Not, and Where It Fits

A strategic guide for Indian B2B decision-makers on llms.txt: what it does, what it cannot do, how it relates to robots.txt, sitemaps, schema.org, and where it fits in your AI and…

Brand Entities, Attributes, and Relationships

How Indian B2B leaders can model their brand as entities, attributes, and relationships to drive consistent content, better SEO, and AI-ready data across CMS, CRM, CDP, and analyt…

What Is a Brand Knowledge Graph?

Learn what a brand knowledge graph is, why it matters in an AI and search-driven world, and how Indian B2B leaders can turn products, people, and proof points into machine-readabl…

Schema Strategy Beyond FAQ Markup

Explains how to think beyond tactical schema and toward a durable, site-wide machine-readability model.

Graph-RAG for Brands: A Simple Explanation

Explains how retrieval-augmented systems use structured knowledge and why brands should think in nodes, relationships, and evidence blocks.

Machine-Readable Brands: The New Visibility Layer

Shows how schema, clean entity language, and evidence-backed copy help machines understand a company with less ambiguity.

Structured Data for AEO: What Actually Matters

Separates useful structured data implementation from checklist theater and shows which schema patterns support trust and retrieval.