SEO Is Dead. Again. Lumina Datamatics Says GEO Replaces It. The Acronym Factory Never Sleeps.
Sameer Kanodia, Vice Chairman and CEO of Lumina Datamatics and TNQTech, argues that AI-powered shopping is forcing brands to shift from Search Engine Optimization to Generative Engine Optimization. The distinction is that GEO requires structured, accurate product data that AI systems can interpret and confidently recommend, not just keyword-stuffed marketing copy. A shopper in Mumbai asking her phone about washing machines now receives curated answers rather than blue links.
This demonstrates the principle of representational fidelity. The mechanism is that generative AI systems do not rank content, they synthesize it. If your product data is unstructured or contradictory, the AI cannot confidently recommend you. The mental model to internalize is that AI search treats product information as queryable data, not persuasive text.
Sameer Kanodia, Vice Chairman and CEO of Lumina Datamatics and TNQTech, authored the analysis. He frames the shift from SEO to GEO as a structural change in digital commerce.
- Pick any product page on a site you control or a public listing. Copy its full text into a document.
- Ask ChatGPT to evaluate whether the page provides enough structured information for an AI to confidently recommend the product. Request specific gaps it identifies.
- Rewrite the content to address each gap using clear specifications, comparisons, and factual attributes. Re-query the AI to see if its recommendation confidence improves.