AI-Native GEO Agency

We Focus on One Problem:
AI Visibility

AI systems are now part of how businesses are discovered and evaluated. When buyers ask ChatGPT, Gemini, or Perplexity who to trust, those systems form a structured understanding of providers and recommend accordingly. We ensure that the understanding reflects reality. Not marketing spin. But an accurate representation of what a business actually does well.

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What Makes Our Approach Different

We approach AI visibility as a systems problem — not a content volume problem.

We bring engineering discipline to that process.

Internally, we use purpose-built AI agents to analyze competitive visibility, evaluate representation patterns, create effective content, and track how businesses appear across AI systems.

Our internal AI backbone allows us to analyze representation patterns at scale, test structural changes quickly, and iterate with speed and precision.

This is structured AI visibility work, executed with engineering rigor.

What We Believe

Our core principles guide every decision we make and everything we do.

Mindful Action

We don’t rush to publish or optimize. We start by asking where you should compete — and where you shouldn’t. We examine tradeoffs, define strengths clearly, and structure work deliberately. Visibility without clarity creates noise.

We move deliberately and with intent.

Simplicity is a Superpower

Clear positioning beats clever messaging. AI systems reward businesses that are easy to understand — not those that are overly layered or abstract. We believe in clean structures, simple category definitions, and durable clarity.

Banal is beautiful.

We Take Ownership

If it’s on our plate, we own it. From positioning decisions to structural implementation, we are accountable for outcomes — not activity. Sometimes the right move is restraint.

We are comfortable saying no, and explaining why.

Intensity with Care

We work with intensity and high standards. But we do it with respect — for our clients, for their teams, and for each other. Important decisions deserve attention. Difficult tradeoffs deserve thoughtful conversation.

Intensity without care burns people. Care without intensity lowers the bar. We hold both.

The Team

A focused team of technologists and operators working to ensure AI systems describe businesses accurately.

Vibhor Goel

Vibhor Goel
Co-Founder & CTO

Brings 25+ years of enterprise systems experience and leads our technical backbone. He specializes in understanding how AI systems interpret and represent businesses. He designs the agentic workflows we use to analyze, test, and refine AI visibility across engagements.

Aravindan RS

Aravindan RS
Co-Founder & COO

A systems architect with three decades of deep software engineering experience, Aravindan leads our engineering practice. He brings process discipline, architectural rigor, and orchestration expertise to how we design and execute structured GEO engagements.

Gagan Josan

Gagan Josan
Co-Founder & CEO

Brings a product and business lens to our engagements. He leads positioning conversations with founders and marketing teams — clarifying strengths, ICPs, and competitive edges — and ensures content strategy reflects the brand’s true economic advantage.

Rob Spellman

Rob Spellman
Principal Consultant

Provides deep insight into high-consideration financial markets, helping translate category nuances into clear, structured positioning.

Sreedevi Gattu

Sreedevi Gattu
Senior Architect

A senior engineering architect with over two decades of experience in large-scale system design. She leads ongoing engineering execution across our active projects, bringing depth, stability, and technical precision to delivery.

Looking Ahead

AI systems will continue to evolve. But one thing will not change: Businesses that are clearly understood will be more consistently recommended. That is the problem we work on.

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