What is the difference between classic SEO and GEO (Generative Engine Optimization)?

Classic SEO optimizes for 10 blue links on Google using backlinks and keyword frequency. GEO and AEO (Answer Engine Optimization) optimize for AI assistants like ChatGPT, Perplexity, Claude, and Google AI Overviews by building verified entity graphs, structured data (llms.txt, Schema.org), and concise facts that AI engines trust and cite as direct recommendations.

Why shouldn't we put GEO or AI SEO on a separate subdomain like geo.ourcompany.com?

Because AI models and web crawlers evaluate domain authority, historical entity trust, and canonical structure at the root domain level. Moving your AI search optimization to a subdomain isolates it from your main brand authority and confuses AI citation algorithms.

How do you track whether leads are coming from ChatGPT or Perplexity?

We build closed-loop tracking using AI sales agents, UTM attribution models, custom first-party referrers, and structured CRM handoff logic so you can see exactly which AI recommendation engine originated a B2B conversation.

How quickly do LLMs index changes made to our entity graph and llms.txt?

Real-time and web-connected search engines (Perplexity, Google AI Overviews, ChatGPT with search) pick up entity graphs, llms.txt, and structured schema within days of deployment and sitemap submission.

02 · Practice · Flagship Direction

LLM SEO & GEO Agency: Be the AI Recommendation.

Traditional 10-blue-link SEO is losing ground to Zero-Click AI search. We engineer machine-readable entity graphs (llms.txt, JSON-LD Schema), commercial answer semantics, and direct AI Sales CRM attribution across the USA, Europe, and Ukraine.

Global Markets How AEO Works ROI Calculator Pilot & Sprints

See Technical Blueprint

LLM SEO and GEO dashboard in Nano Banana style

Nano Banana Aesthetic

AI ENTITY GRAPH METRIC +940% Citations

Perplexity · ChatGPT · SGE USA · EU · UA

Zero-Click

Search Paradigm Shift

llms.txt

Machine-Readable Graph

3 Regions

USA, Europe & Ukraine

100% CRM

Closed-Loop Attribution

Global Business & Competitive Analysis

Tailored GEO Strategies Across 3 Strategic Markets

Each region requires a distinct engineering, semantic, and regulatory approach to win recommendations inside AI answer engines.

🇺🇸 USA Market $5k–$15k+ Check

Enterprise LLM Adoption & Zero-Click Velocity

In the US, C-level executives and buyers rely heavily on Perplexity Enterprise, ChatGPT Plus, and Google AI Overviews for vendor screening. Traditional link-building mills and keyword-stuffed blogs no longer generate high-intent pipeline.

Competitive Edge: While US content boutiques lack technical depth, we deploy full llms.txt + JSON-LD entity graphs.

Targeting: High-ticket SaaS, AI software companies, FinTech, and B2B enterprise services.

🇪🇺 Europe & UK €4k–€10k+ Check

Multilingual Semantics & GDPR Compliance

European B2B markets (DACH, UK, Poland, Nordics) demand verifiable facts, localization, and strict privacy compliance. Large EU digital agencies sell AEO as overpriced hourly consulting without tying it to CRM attribution.

Competitive Edge: Multilingual entity mapping (EN, DE, PL, UK) connected to GDPR-compliant AI Sales qualification.

Targeting: DACH & UK industrial tech, CleanTech, B2B software, and specialized engineering firms.

🇺🇦 Ukraine & Exporters $2.7k Pilot Sprint

Western Market Expansion & Tech Benchmark

Ukrainian IT companies, product startups, and exporters have elite technical talent but are exhausted by classic SEO studios charging monthly retainers for backlinks with zero qualified lead guarantees.

Competitive Edge: Fast-track Western AI citation visibility with transparent unit economics via a 7–10 day Pilot Sprint.

Targeting: Ukrainian software agencies, SaaS founders, and B2B exporters conquering US/EU markets.

Engineering Architecture

Why We Build On Your Root Domain (Not Subdomains)

Many agencies try to sell separate AI search landing pages on isolated subdomains (`geo.brand.com`). As IT architects, we know that is a fatal SEO mistake.

The Subdomain Trap

Subdomains start with near-zero domain authority and a disconnected entity graph. AI crawlers treat them as unverified entities, splitting your backlink equity and diluting answer confidence.

Our Gold-Standard Practice Integration

We inject your GEO semantics directly into root-level commercial service pages, powered by centralized `llms.txt`, `llms-full.txt`, and authoritative JSON-LD `ProfessionalService` schemas.

The 3 Pillars of AI Answer Visibility

Machine-Readable Entity Graph (`llms.txt`)

We structure exact facts, pricing parameters, and capabilities in standardized markdown (`llms.txt`) that Perplexity, ChatGPT, and Claude parse with 100% precision.

Commercial Answer Engine Semantics (AEO)

We replace fluffy copy with comparative tables, factual differentiation, and structured Q&A blocks engineered to answer long-tail B2B buyer prompts.

Closed-Loop CRM Attribution & AI Agents

When an executive finds you via ChatGPT, our AI Sales agents capture intent, qualify the opportunity in seconds, and route clean data right to your CRM.

Opportunity Snapshot

Zero-Click AI Revenue Calculator

See the revenue potential of capturing qualified B2B buyers directly inside AI answer engines (Perplexity, ChatGPT, Google SGE).

Typical B2B search shift: 20–35% of decision-makers use AI search first.

AI search leads convert 2x faster due to pre-vetted recommendation trust.

Monthly Qualified Inquiries Close Rate (%) Average Deal Size ($) AI Citation Uplift (%)

Current Monthly Deals

12.0

Current Baseline MRR

$300,000

Additional AI Search Revenue / Month

$90,000

Estimated monthly upside by establishing authoritative entity citations and direct CRM attribution across USA & European answer engines.

Engagement Models

Clear Sprints & Practice Packages

Start with rapid validation or deploy a comprehensive global AI visibility and revenue architecture.

Fast-Track Entry

Pilot GEO Sprint

Perfect for Ukrainian exporters and B2B founders testing AI search visibility in 7–10 days.

$2,700 / fixed sprint

Root domain entity audit & baseline setup
Custom llms.txt & llms-full.txt architecture
2 Flagship commercial AEO service pages
Schema.org injection & AI citation test

Global GEO & AI System

Engineered for US & European expansion with multi-lingual semantics and CRM routing.

From $5,500 / mo or sprint

Full root-domain Entity & Semantic Cluster map
Multilingual GEO (English, German, Polish, UA)
6–10 High-intent comparative service pages
AI Sales Agent integration + CRM lead handoff
Monthly citation tracking across ChatGPT/Perplexity

Practice & Engineering

Enterprise & RevShare

Full software engineering, custom API integrations, and fractional growth leadership.

Custom / RevShare

Custom software engineering & AI agent build
Dedicated AI engineering & GEO team
Deep CRM automation & full revenue ops
Executive KPI governance & ROI guarantees

Frequently Asked Questions

Executive Clarity on AI Search

AI search engines rely on established entity authority. Subdomains are treated as separate, low-trust properties. By structuring llms.txt, JSON-LD Schema, and authoritative service pages on your main domain, we leverage your historical domain authority to win instant citation trust.

Typical SEO focuses on keywords and backlinks for 10 blue links. GEO (Generative Engine Optimization) and AEO focus on fact extraction, comparative table clarity, semantic clustering, and machine-readable data files so LLMs like ChatGPT and Perplexity directly recommend your company as the top answer.

Yes. In fact, that is our strongest practice combination. We can build custom software, web platforms, or AI sales agents under Practice 01, while simultaneously deploying our Practice 02 GEO architecture so your new system captures market demand from day one.

Ready to Dominate AI Search Recommendations?

Let our engineering and growth team audit your current entity visibility across ChatGPT, Perplexity, and Google AI Overviews.