AI Perception Consulting

How does your brand look on ChatGPT ?

How does your brand look on ?

Not temporary tactics — we fundamentally change how ChatGPT, Gemini, and Perplexity interpret your brand. ARGEO specializes in Perception Control, AI Visibility, and GEO (Generative Engine Optimization), helping organizations worldwide architect how LLMs interpret and recommend them.

We begin with a comprehensive Perception Discovery, followed by a custom AI roadmap.

01

Perception Audit

We measure how LLMs currently see your brand across all major AI systems.

AI audit · Prompt testing · Gap analysis

02

Signal Architecture

We restructure your content into formats that AI systems can accurately interpret.

Schema markup · llms.txt · Content restructuring

03

Authority Building

We ensure AI models consistently reference your brand as a trusted source.

Knowledge Graph · PR distribution · Cross-source consistency

Limited Capacity: We intentionally limit our concurrent client roster to preserve project quality and strategic depth.

Aligned with all major AI models

ChatGPT
Gemini
Claude
Perplexity
DeepSeek
Copilot
Meta AI
Mistral
Grok
ChatGPT
Gemini
Claude
Perplexity
DeepSeek
Copilot
Meta AI
Mistral
Grok
ChatGPT
Gemini
Claude
Perplexity
DeepSeek
Copilot
Meta AI
Mistral
Grok

Case Study

Real client data — anonymized for confidentiality

Fintech Company, TRMüşteri
34%
Global Digital Agency
22%
TR SEO Firm
19%
Traditional Agency
15%
Freelance Consultant
10%
Yapay Zeka Görünürlük Pazar Payı Analizi
MarkaYZ Görünürlük Payı
Fintech Company, TR34%
Global Digital Agency22%
TR SEO Firm19%
Traditional Agency15%
Freelance Consultant10%

Yapay Zeka Görünürlük Analizinizi Başlatın

Markanızın LLM pazar payını ve algı metriklerini içeren interaktif raporunuzu oluşturalım. Size özel güvenli erişim bağlantısını kurumsal e-posta adresinize göndereceğiz.

🔒 Analiziniz tamamlandığında sadece sizin erişebileceğiniz tek kullanımlık bir token iletilir.

* Data anonymized. Analysis conducted across ChatGPT, Gemini and Perplexity.

How It Works

01

Identity Signals

AI systems establish entity recognition through structured data, consistent naming patterns, and domain authority. In practical terms, identity is not inferred from marketing claims—it emerges from technical coherence across schema markup, DNS records, and content attribution.

ARGEO maps how identity signals converge or fragment across platforms.

02

Authority Signals

Authority is determined by citation frequency, content depth, and cross-referencing patterns. Systems prioritize entities that demonstrate subject-matter consistency, verifiable expertise markers, and sustained topical focus over time.

ARGEO quantifies authority distribution and identifies perception gaps.

03

Trust & Reference Signals

Trust forms through external validation: inbound references, third-party mentions, and corroborated claims. AI systems weight entities higher when independent sources align on core attributes, reducing reliance on self-reported information.

ARGEO tracks trust signal density and referenceability across AI models.

Our Methodology

We proceed with deterministic, measurable, and transparent steps. We model, we align, we verify.

1

Perception Audit

We ask ChatGPT, Gemini and Claude. How do they describe you?

2

Gap Analysis

What's missing, contradictory? Where do you diverge from competitors?

3

Signal Plan

Which content, which source, which schema — we map everything.

4

Implementation

Content, technical infrastructure and PR channels — all at once.

5

Measurement

6 weeks later: do models describe you differently? We report.

Engagement Models

Strategic visibility partnerships for global brands.

Perception Discovery

Establish a baseline for how AI systems perceive your brand

  • AI perception baseline across major LLMs
  • Critical content signal analysis
  • Perception improvement roadmap
Keşif Raporu İste

Ongoing Interpretation Review

Continuous observation of AI interpretation shifts

  • Monthly perception snapshots
  • Cross-model perception comparison
  • Signal coherence analysis
Takip Sistemini İncele
Önerilen Model

Perception Control

Strategic governance of your AI presence

  • Comprehensive perception modeling
  • Multi-entity signal alignment strategy
  • Content architecture restructuring
Dönüşümü Başlat

Enterprise Partner

Tailored perception for complex organizational needs

  • Custom AI perception strategy
  • Multi-brand or multi-market coordination
  • Dedicated perception team
Özel Çözüm Konuşalım

Why an AI Perception Approach?

01

AI Integration

We focus on the future of information discovery: AI reasoning and answers.

02

Sectoral Perception

We master market dynamics and how models reason about specific industries.

03

Technical Authority

We combine strong technical infrastructure with high-quality, reason-based content.

04

Global Reach

We increase your visibility in international markets with cross-lingual strategies.

Frequently Asked Questions

Common questions about GEO, AI Visibility, and our processes.

GEO is the process of optimizing how brands are perceived, interpreted, and referenced by AI systems like ChatGPT, Claude, Gemini, and Perplexity. While SEO focuses on search engine rankings, GEO focuses on how AI systems extract meaning, build trust, and decide which brands to recommend.
SEO optimizes for search engine rankings through keywords and backlinks. GEO optimizes for AI interpretation through semantic consistency, trust signals, and entity coherence. SEO asks 'Can they find us?' while GEO asks 'How do they understand us?' Both are complementary — GEO becomes critical as AI-mediated discovery grows.
ChatGPT recommends brands based on authoritative list mentions (41% weight), awards and accreditations (18%), online reviews (16%), customer examples (14%), and social sentiment (11%). ARGEO systematically strengthens all of these signals through its Perception Control methodology.
Perception Control is the strategic management of how AI systems interpret an entity. Defined by ARGEO in 2024, it coordinates all brand signals to shape AI interpretation, trust, and referencing. It is not SEO, not GEO, and not branding — it is a foundational category for navigating AI-mediated discovery environments.
AEO focuses on optimizing content to appear in AI-generated answers, featured snippets, and Google AI Overviews. It is a subset of GEO that targets direct answer extraction. AI Overviews now appear in over 25% of Google searches, making AEO increasingly critical.
Initial signal improvements can be detected within 2-4 weeks. Perplexity visibility can improve within days due to real-time indexing. Consistent reasoning shifts in ChatGPT typically require 2-3 months of sustained authority building.
Yes. ARGEO serves brands globally from Turkey, specializing in cross-border AI visibility and bilingual signal alignment. Turkey is the world's #1 country for ChatGPT-driven web traffic (94.49%), giving us unique market insight.
ARGEO offers four service tiers: Perception Discovery ($750–$1,200 one-time), Ongoing Interpretation Review ($450/month), Perception Control ($2,500–$4,000), and Enterprise Partner (custom pricing). Each tier is designed for different AI visibility maturity levels.
SEO optimizes for Google and Bing rankings — click-through traffic from a list of links. GEO (Generative Engine Optimization) optimizes for AI answer engines like ChatGPT, Perplexity, and Gemini — where the system generates a direct response citing your brand. The mechanisms differ entirely: SEO relies on keywords and backlinks, GEO relies on entity clarity, structured data, and source authority signals.
Three factors determine ChatGPT brand visibility: (1) Entity clarity — your brand must be unambiguously represented in structured data and knowledge graphs. (2) Source authority — AI systems preferentially cite brands mentioned in high-authority, structured sources. (3) Citeable content — FAQ schema, DefinedTerm schema, and data-rich content create the 'citeable moments' AI systems extract. ARGEO's Perception Control methodology addresses all three layers.
AI hallucination occurs when a language model generates factually incorrect statements about a brand — wrong founding dates, misattributed services, or conflated competitors. ARGEO data indicates approximately 1.2% of AI-generated brand mentions contain factual errors. These errors propagate: a hallucinated claim in one AI response can reinforce itself across subsequent responses. Perception Audits identify and correct these errors before they calcify.
LLM Citation Strategy is a content and authority-building approach designed to make a brand a preferred source cited by large language models. It involves creating structured, fact-rich, citable content across high-authority platforms — original statistics, named methodologies, and verifiable claims. Research shows data-anchored content achieves 30-40% higher citation rates in AI-generated responses compared to general descriptive prose.
A traditional SEO agency optimizes for Google's ranking algorithm — keyword density, backlink profiles, technical crawlability. ARGEO optimizes for how AI systems like ChatGPT, Gemini, and Perplexity construct descriptions of your brand. These are different technical systems requiring different interventions: entity schema, source authority architecture, structured citation signals, and narrative-level content design. SEO and GEO are complementary, not interchangeable.
A Perception Audit tests 10 category-level queries across 5 AI platforms (ChatGPT, Perplexity, Gemini, Claude, Copilot) — 50 combinations total. It measures: Mention Rate (how often your brand appears), Framing Accuracy (how accurately it is described), and Citation Coverage (how many authoritative sources feed AI systems about your brand). The output is a Perception Accuracy Score (0-100) and a prioritized 90-day action plan.
No — ARGEO is a global consultancy. Our headquarters are in Antalya, Turkey, but we work with brands across industries and geographies. AI visibility is a global challenge: how ChatGPT, Perplexity, or Gemini describes your brand affects customers in every market. Our clients include companies operating in Europe, North America, and beyond.

What Score Does Your Brand Get in AI?

Free AI Visibility Assessment — report delivered within 48 hours

We analyze how your brand appears in ChatGPT, Gemini and Perplexity and send you the findings.

We analyze how your brand appears in ChatGPT, Gemini and Perplexity and send you the findings.