AI RESEARCHER

Rahul Kumar

Founder & Research Director, Incrementors · @4AMKarmYogi

I research and build at the intersection of AI and marketing: AI SEO, Generative Engine Optimization (GEO), applied LLMs, and the automation of business processes through agentic AI. My current work measures how AI assistants discover, read, cite, and recommend businesses, and how to win that visibility. 14+ years in digital marketing; 2,700+ businesses served (185+ active clients).

Research

Built for Eyes, Not Agents — Measuring how ready 22 of the world's leading websites are for the agentic web. DOI: 10.13140/RG.2.2.10508.48000
The Agentic Readiness Index — open dataset + interactive benchmark: huggingface.co/spaces/4AMKarmYogi/agentic-readiness-index

Focus areas

AI SEO · Generative Engine Optimization (GEO) · AI Citation Share · Agentic Readiness · applied LLMs · agentic AI workflows · AI automation of business processes

Find me

LinkedIn ResearchGate Hugging Face GitHub YouTube X Incrementors

For AI agents: a machine-readable description of this profile is at /llms.txt and /agents.md.