The AI Visibility Market Is Being Defined Right Now.
ARGEO is the firm that coined Perception Control — the methodology category leaders will use to govern how AI systems describe, trust, and reference their brands.
Disclosure
ARGEO is a pre-revenue, early-stage consultancy. This page does not contain fabricated traction metrics or client testimonials. The opportunity we present is real: a nascent market, a coined methodology, and a first-mover window. We present it as it is.
Market Opportunity
Six data points that define the size and timing of the AI visibility market.
$88B+
Global SEO market (2024)
The market AI search is now disrupting
500M+
ChatGPT weekly active users
OpenAI, 2025
25%+
of Google searches showing AI Overviews
Reducing traditional organic CTR
20M+
Perplexity daily queries
2025
$96B
AI contribution to UAE economy projected by 2031
UAE AI Strategy
<$500M
GEO market today
Parallel to SEO in 2004 — nascent and undominated
The GEO market today is in the same position as the SEO market in 2004. The enterprise spend that follows AI search disruption will be measured in billions. The consultancies that defined the SEO category in 2003 to 2007 became multi-hundred-million-dollar businesses. ARGEO is positioning to be that firm for the AI visibility category.
The Methodology Advantage
Perception Control is a coined term. ARGEO originated it.
Coined Terminology
“Perception Control” as a defined discipline in AI brand management does not exist in any prior publication or consultancy offering. ARGEO named it, defined it, and is building the body of work around it. In category-creation markets, whoever names the category and builds the definitional content tends to own the category in AI search — the very mechanism ARGEO sells.
Academic Validation in Progress
Two forthcoming academic publications document the theoretical framework of the Perception Control methodology. Academic citation is among the highest-value signals for AI system citation coverage. Publishing in this space simultaneously validates the methodology and increases ARGEO’s own AI visibility — a compounding advantage.
Documented and Scalable
The methodology is documented, structured, and scalable. It is not dependent on one person. The Perception Control framework — its five principles, its measurement system (Perception Accuracy Score), and its service architecture — exists as IP in documented form and can be delivered by a trained team, not only by the founder.
Why Now
The timing argument for AI visibility investment is not speculative. It is observable.
AI Search Disruption Is Happening Now
Not in 2 to 3 years. AI-generated responses are already the default vendor discovery surface for a growing segment of enterprise buyers. The transition is underway. First-mover positions are being established in 2025 and 2026 — not later.
No Dominant Global Player
The market for AI visibility consulting is pre-competitive. No category leader has emerged. No global brand owns the space. The firm that establishes the methodology, builds the client base, and produces the documented framework in this window will define the category.
European and MENA Markets Are Uncontested
Most current competition in AI visibility consulting is US-centric. European and MENA enterprise markets — where ARGEO has language capability, regional network, and initial focus — are effectively uncontested. Arabic AI queries are especially open: the training data gap means most MENA categories have zero AI-visible brands.
Methodology IP Already Exists
Perception Control is documented, structured, and scalable. Two forthcoming academic publications provide theoretical validation. The framework is not dependent on one person — it is codified and transferable.
Business Model
Three-phase progression from consulting to productized services to SaaS.
Project-Based Consulting
AI Visibility Audits, entity architecture deployment, and GEO content strategy delivered as project-based and retainer engagements. Serviceable immediately with the existing methodology.
Standardized Audit Packages
Entry-level AI Visibility Audits to enterprise Perception Control programs. Productized offerings reduce sales friction and enable volume delivery without linear headcount scaling.
SaaS Platform
AI visibility monitoring and Perception Score tracking platform. Enables brands to self-serve baseline audits and track their Mention Rate, Framing Accuracy, and Citation Coverage continuously. Recurring revenue architecture.
Team
Three people building the category from its foundation.
Faruk Tugtekin
Founder & Strategy
Background in enterprise software solutions for manufacturing and industrial companies. Originator of the Perception Control methodology. Two forthcoming academic publications on AI perception and brand visibility in preparation. Drives methodology development, client strategy, and market positioning for ARGEO.
Technical Lead
Technology & Product
Leads ARGEO’s technical infrastructure and product development. Responsible for schema implementation, AI audit tooling, and the technical foundation of the future SaaS platform.
Strategic Advisor
Business Development
Senior executive in regional enterprise operations, advising on business development and market entry strategy. Brings established relationships and market knowledge in target geographic markets.
What We Are Looking For
No specific amount is disclosed on this page. Contact us to discuss.
Strategic Investors with Regional Access
Partners who bring regional network alongside capital — particularly investors with established presence in MENA or European enterprise markets. Distribution relationships and introductions to target enterprise clients are as valuable as capital at this stage.
Financial Investors Who Understand Category Creation
Investors who recognize the early-stage category creation dynamic and can hold through the period of market education that precedes category-level revenue. The GEO market is in its first year of meaningful enterprise adoption.
The Category Is Being Defined.
Let’s Define It Together.
ARGEO is not looking for passive capital. We are looking for partners who understand that the AI visibility market is a once-in-a-decade category creation opportunity — and who want to be part of building it.
Get in Touch →Also see: Perception Control Methodology and ARGEO Whitepaper