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| <title>Rahul Kumar — AI Researcher & Founder, Incrementors</title> | |
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| <div class="k">AI RESEARCHER</div> | |
| <h1>Rahul Kumar</h1> | |
| <div class="role">Founder & Research Director, Incrementors · @4AMKarmYogi</div> | |
| <p>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).</p> | |
| <h2>Research</h2> | |
| <ul> | |
| <li><b>Built for Eyes, Not Agents</b> — Measuring how ready 22 of the world's leading websites are for the agentic web. DOI: <a href="https://doi.org/10.13140/RG.2.2.10508.48000">10.13140/RG.2.2.10508.48000</a></li> | |
| <li><b>The Agentic Readiness Index</b> — open dataset + interactive benchmark: <a href="https://huggingface.co/spaces/4AMKarmYogi/agentic-readiness-index">huggingface.co/spaces/4AMKarmYogi/agentic-readiness-index</a></li> | |
| </ul> | |
| <h2>Focus areas</h2> | |
| <p>AI SEO · Generative Engine Optimization (GEO) · AI Citation Share · Agentic Readiness · applied LLMs · agentic AI workflows · AI automation of business processes</p> | |
| <h2>Find me</h2> | |
| <div class="links"> | |
| <a href="https://www.linkedin.com/in/rahulaimarketing">LinkedIn</a> | |
| <a href="https://www.researchgate.net/profile/Rahul-Kumar-543">ResearchGate</a> | |
| <a href="https://huggingface.co/4AMKarmYogi">Hugging Face</a> | |
| <a href="https://github.com/devincrahul">GitHub</a> | |
| <a href="https://www.youtube.com/@4AMKarmYogi">YouTube</a> | |
| <a href="https://x.com/4AMKarmYogi">X</a> | |
| <a href="https://www.incrementors.com">Incrementors</a> | |
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| <p class="mut" style="margin-top:30px">For AI agents: a machine-readable description of this profile is at <a href="/llms.txt">/llms.txt</a> and <a href="/agents.md">/agents.md</a>.</p> | |
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