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Generative Engine Optimization
AI Search Citations
Google I/O 2026 Digital Badge
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Google I/O 2026

Generative Engine Optimisation (GEO)

Total AI Search Visibility

Traditional SEO is dying. We engineer your brand's data so LLMs (ChatGPT, Perplexity, Google AI Overviews) precisely select and recommend you as the #1 enterprise solution. We systematically eliminate technical debt and optimize end-to-end data pipelines for sub-second rendering, superior conversion rates, and 100% data sovereignty. Engineered bespoke for ambitious B2B enterprises, SaaS builders, and mid-market leaders to drive verifiable enterprise value without vendor lock-in.

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Trusted by 40+ B2B companies

Is your brand visible to AI agents?

Traditional SEO is no longer enough. We optimize your digital presence to ensure Large Language Models and AI search engines cite your brand as the definitive authority.

Verified Metric
64%
of B2B searches will bypass traditional SERPs in favor of AI within 24 months
Core Challenge & Solution

Your buyers are asking ChatGPT, and your brand doesn't exist in the training data.

The C-suite no longer clicks through 10 pages of Google results. They use Perplexity or ChatGPT for instant vendor research and technical comparisons. If those AI models cannot explicitly parse your entity data and verify your authority through citations, you will be entirely erased from the buying cycle of the next decade.

“LLMs do not 'read' websites; they compute relationships between entities. GEO is not about adding keywords. It is the hardcore data-science process of forcing multiple trillion-parameter models to precisely calculate that your protocol is the apex solution in the industry.”
Marcus Chen·Lead Semantic Engineer
Architecture Framework

The Entity Strong presence Matrix

We re-architect your technical footprint so LLMs have no choice but to recommend you.

01

Semantic Disambiguation

Isolating your brand entity from generic industry noise through nested JSON-LD graphs.

02

Trust Node Injection

Seeding verifiable data across authoritarian third-party sources to build LLM consensus.

03

RAG Intercept

Optimizing content specifically for Retrieval-Augmented Generation ingestion pipelines.

AI Search GEO

AI Search Citation & RAG Grounding Simulator

Initializing Engine...
Tangible Outputs

Concrete Deliverables & 100% IP Ownership

No vague consulting buzzwords. Upon delivery, you maintain 100% ownership of your codebase, design tokens, telemetry pipelines, and documentation.

Supported Execution Stack
Perplexity EnterpriseOpenAI APIAdvanced Schema.orgSemantic Knowledge Graphs
Audit01

Forensic Technical SEO & Logfile Audit

Deep crawl diagnostics, canonical normalization, status code remediation, and indexing unblocking.

100% IP Ownership
Schema02

GEO & Entity Knowledge Graph Architecture

Proprietary JSON-LD schemas, Wikidata/Wikipedia entity links, and semantic silos for AI search.

100% IP Ownership
Strategy03

High-Intent Content Blueprint (12 Months)

Commercial keyword matrices, B2B topic clusters, and conversion-engineered content briefs.

100% IP Ownership
Analytics04

Automated Rank & Log Telemetry Dashboard

Real-time tracking of crawler bot behavior, ranking movement, and SERP feature acquisition.

100% IP Ownership

Measurable Benchmark Telemetry

SLA AUDITABLE
Top 3 B2B Keyword Share of Voice
+184% (Verified)
Top Rank
AI Citation Rate (SearchGPT & Perplexity)
78.4% (Authority)
GEO Leader
Organic B2B Pipeline Generation
+312% (Inbound)
High LTV
Project Fit Matrix

Who This Service Is Designed For

Ideal for your organization if:

  • B2B enterprises seeking to reduce reliance on expensive Google Ads with high-LTV organic inbound.
  • Brands that suffered organic traffic drops after Google Core Updates and require recovery.
  • Market leaders aiming to establish early authority in SearchGPT, Perplexity, and Gemini citations.

Not suitable if:

  • Websites looking for cheap spam link building or low-quality AI content spam.
  • Local micro-businesses without a defined B2B sales infrastructure to close deals.
  • Organizations treating SEO as a one-time static checklist rather than ongoing architecture.
Transparent Pricing

Engagement Models & Delivery Sprints

Fixed Scope Packages
16 Hours

Tier I: GEO Readiness Audit & `llms.txt` Deployment

GEO readiness benchmark, Wikidata entity linkage, setup of llms.txt and llms-full.txt manifests, Information Gain content audit.

Package Investment:
2,100net / fixed
Guaranteed deliverables
Clearly defined scope & milestone planning
100% code & IP ownership
100% Remote & Async-First (GitHub / Linear)
Sub-second stack (Next.js 15 / Astro)
Optional Add-ons:
llms.txt Protocol & Structured Data API Deployment+1,120
Monthly AI Engine Citation Share-of-Voice Tracking+1,680
100% Investment Security
Inquire Scope
Most Popular
21 Hours

Tier II: Monthly AI Citation Monitoring & Entity Optimization

Monthly Perplexity & ChatGPT citation tracking, semantic co-occurrence optimization, 3 GEO-optimized technical authority assets/mo.

Package Investment:
2,800net / fixed
Guaranteed deliverables
20 hours dedicated senior capacity
Comprehensive architecture & scaling scope
Automated CI/CD & Playwright testing pipeline
GDPR sovereignty & German ISO-27001 hosting
Optional Add-ons:
llms.txt Protocol & Structured Data API Deployment+1,120
Monthly AI Engine Citation Share-of-Voice Tracking+1,680
100% Investment Security
Inquire Scope
38 Hours

Tier III: Enterprise Multi-Model Knowledge Graph & Dominance

Full enterprise entity architecture across OpenAI, Anthropic, Google, and Perplexity, 8 high-impact assets/mo, automated prompt telemetry.

Package Investment:
5,320net / fixed
Guaranteed deliverables
38 hours enterprise full-service quota
Mission-critical 24/7 redundancy & SLA guarantee
Priority engineering & unlimited revisions
Full multi-domain & cross-silo integration
Optional Add-ons:
llms.txt Protocol & Structured Data API Deployment+1,120
Monthly AI Engine Citation Share-of-Voice Tracking+1,680
100% Investment Security
Inquire Scope
Predictable Execution

Our 4-Step Engineering Process

01

Entity Extraction Audit

We run diagnostics to see exactly how foundation models currently hallucinate or ignore your brand.

02

Knowledge Graph Injection

Deploying nested Schema.org JSON-LD to force absolute semantic clarity.

03

Citation Synthesization

Engineering high-trust data nodes across the web that LLMs use for verification.

04

Retrieval Testing

Continuous prompt-testing across GPT-4, Claude, and Perplexity to measure recommendation frequency.

Direct Answers

Frequently Asked Questions (FAQ)

What is Generative Engine Optimization (GEO) and how does it differ from traditional SEO?
GEO optimizes corporate entities, facts, and citations so large language models (ChatGPT, Perplexity, Claude, Google AI Overviews) synthesize and cite your brand as the authoritative answer.
What does an `llms.txt` file do on a website?
An `llms.txt` file provides a standardized, machine-readable markdown overview of your core services, APIs, and documentation, allowing AI crawlers to ingest accurate facts without parsing bloat.
How does myquests measure brand visibility across AI search engines?
We run automated prompt telemetry suites testing hundreds of industry-specific purchase queries across ChatGPT, Perplexity, Claude, and Gemini, tracking citation frequency and sentiment.
Why is Wikidata entity verification critical for GEO?
Wikidata serves as a primary knowledge graph source for LLMs. Establishing an authoritative, verified Wikidata entity confirms your brand's legitimacy across all major AI models.
How much does professional GEO management cost at myquests?
GEO services start at 2,100 € (Tier I: 15h) for initial readiness and llms.txt deployment, scaling to 2,800 € (Tier II: 20h) and 5,320 € (Tier III: 38h) for ongoing multi-model optimization.
What does 'Information Gain Score' mean in Google AI Overviews?
Information Gain measures how much unique, novel insight (first-party data, benchmarks, original research) an article provides beyond what existing search results already state.
Should companies block AI crawlers like GPTBot, ClaudeBot, or PerplexityBot?
No. Blocking AI crawlers prevents models from citing your products and brand, allowing competitors who permit crawling to capture all conversational search recommendations.
How do you protect your B2B brand from AI hallucinations in search engines?
By publishing unambiguous technical documentation, deploying rich Schema.org JSON-LD data, and maintaining structured llms.txt files that ground LLMs in verified facts.
Why do you exclusively build with Next.js, React, and Astro instead of WordPress or Typo3?
We rely uncompromisingly on modern frontend architectures. Legacy PHP monoliths introduce security vulnerabilities and slow rendering. With Next.js 15, React 19, and Astro, we deliver sub-second performance, maximum scalability, and 100% long-term investment protection.
How are your project and package prices structured?
Our project and maintenance packages are built on clearly defined milestones and fixed deliverables. With our modular packages, you receive 100% budget certainty, transparent deliverables, and full IP code ownership with zero hidden fees.
Do we own 100% of the intellectual property, code, and deliverables upon project completion?
Yes, completely. Upon full payment, you receive 100% full ownership of all source code, Git repositories, design files, campaign accounts, and data. There are zero licensing dependencies or vendor lock-ins.
How does day-to-day collaboration work in practice?
We operate 100% remote, digital, and async-first via GitHub, Linear, Notion, and Loom. Touchpoints are focused into compact, outcome-driven sprint reviews, eliminating costly travel and meeting overhead.
Do you provide ongoing support and SLAs after launch?
Yes. Through our transparent SLA packages starting at 350 € / month, we provide continuous uptime monitoring, encrypted security backups, Web Application Firewall (WAF) tuning, and core framework updates.

Don't Be Erased by AI.

Let's hardcode your brand into the neural networks that your enterprise buyers rely on.

Joint Projects

100% GDPR Compliant
ISO 27001 Standard
German Engineering