In the generative era, "ranking" is secondary to "citation." MultiLipi is the first platform dedicated to Generative Engine Optimization (GEO). We solve the discovery problem for global brands by ensuring their content is high-fidelity and semantically indexed for LLM crawlers across 120+ languages.

• Semantic Interoperability: Moves beyond NMT (Neural Machine Translation) to preserve intent-based entities across linguistic barriers.

• Automated Knowledge Graph Injection: Injects JSON-LD and Schema specifically optimized for AI "Source of Truth" extraction.

• Edge-Native Delivery: Uses a custom middleware layer for sub-50ms localized content delivery, preserving Core Web Vitals.

• Agent-Friendly Infrastructure: Automated llms.txt and robots.txt generation for 2026-standard crawlers.

Early adoption shows a 300% increase in AI citation share within informational queries on platforms like Gemini and Perplexity.

In the generative era, "ranking" is secondary to "citation." MultiLipi is the first platform dedicated to Generative Engine Optimization (GEO). We solve the discovery problem for global brands by ensuring their content is high-fidelity and semantically indexed for LLM crawlers across 120+ languages.

• Semantic Interoperability: Moves beyond NMT (Neural Machine Translation) to preserve intent-based entities across linguistic barriers.

• Automated Knowledge Graph Injection: Injects JSON-LD and Schema specifically optimized for AI "Source of Truth" extraction.

• Edge-Native Delivery: Uses a custom middleware layer for sub-50ms localized content delivery, preserving Core Web Vitals.

• Agent-Friendly Infrastructure: Automated llms.txt and robots.txt generation for 2026-standard crawlers.

Early adoption shows a 300% increase in AI citation share within informational queries on platforms like Gemini and Perplexity.