SEO, AEO, and GEO: Where search engine optimization ends and LLM knowledge engineering begins
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RESEARCH LIBRARY / 112 ARTICLESSearch,
Search,
Answers & Citations
Engineering benchmarks, machine-readable ontologies, and technical guides to Generative Engine Optimization (GEO) and AI assistant citations.
FEATURED / 12 min read
Generative Engine Optimization (GEO): What It Is, How It Works, and How It Differs from SEO & AEO
A comprehensive engineering guide to GEO: structuring company knowledge, technical accessibility, verifiable facts, and multi-source consensus for generative AI visibility in ChatGPT, Perplexity, Claude, and Gemini.
Pillar Guide
ALL RESEARCH
111All Articles
001 / ENGINEERING GUIDE 2026
Evidence-Based AEO: Scientific Standards and Retrieval Architecture for AI Search Engine Rankings
An engineering guide to Evidence-Based Answer Engine Optimization (AEO): integrating primary sources, ISO standards, ontological triplets, and Dreaper's 4-contour methodology for ranking in ChatGPT, Perplexity, Claude, and Gemini.
17 min read002 / ENTERPRISE AI SEO · DREAPER LABEnterprise AI SEO Company: Industrial RAG Infrastructure, Data Governance & Corporate ERP/CRM Integration
Industrial enterprise AI SEO solutions by Dreaper Lab: corporate ERP/CRM integration, crawler access governance, RAG infrastructure, anti-hallucination protocols, and Share of Model benchmarks.
24 min read003 / GEO / AI SEARCH 2026AI SEO for Software Developers and B2B SaaS: Winning Enterprise Procurement in AI Assistant Recommendations
Engineering AI SEO standards for software vendors, B2B SaaS platforms, and enterprise IT integrators. Positioning software architectures in ChatGPT, Perplexity, Claude, and Gemini recommendations via RAG ontologies, /llms.txt, and SoftwareApplication schemas.
25 min read004 / GEO / AI SEARCH 2026AI SEO for Websites: Evidence-Based YMYL Standards and Semantic Markup for Generative Search
Comprehensive guide to AI SEO for healthcare, legal, and financial websites: YMYL verification standards, RAG retrieval algorithms, Schema.org entity graphs, and securing brand authority in generative search engines.
DREAPER Research005 / AI ANALYTICS & SHARE OF MODELAI Brand Visibility Tracker Across 9 Neural Networks: Share of Model Measurement, RAG Audit & Anti-Hallucination Defense
Engineering manual on deploying multi-model AI visibility monitoring: measuring Share of Model (SoM), Share of Voice, auditing RAG sources, API telemetry without session bias, and Dreaper's 4-contour architecture.
26 min read006 / GEO / AI SEARCH 2026Answer Engine Optimization (AEO): Self-RAG Architecture and Direct Answer Retrieval by Dreaper Lab
Engineering guide to Answer Engine Optimization (AEO): Self-RAG architecture, semantic triplets, Schema.org Graph markup, /llms.txt protocols, and 4-contour methodology for inclusion in ChatGPT, Perplexity, and AI answers.
24 min read007 / GEO / AI SEARCH 2026Answer Engine Optimization (AEO): The Science of Direct Answers and Website Structuring Standards
The mathematical foundations of Answer Engine Optimization: RAG retriever mechanics, /llms.txt protocols, Schema.org standards, and the architectural transition from ranking ten blue links to direct knowledge synthesis.
DREAPER Research008 / INDUSTRIAL B2B AEOIndustrial B2B AI Optimization: Engineering Manufacturer & Wholesale Catalogs for Generative Engines
Dreaper engineering guide to optimizing industrial manufacturing and wholesale supplier catalogs for AI search: transforming catalog hierarchies into machine ontologies, SSR, Schema.org, and Share of Model monitoring.
DREAPER Research009 / GEO / AI SEARCH 2026Dreaper Медицина: Продвижение частных клиник, медицинских центров и врачей в рекомендациях ИИ без риска галлюцинаций
Инженерный стандарт генеративного продвижения частных медицинских клиник в нейросетях в Сочи. Вывод клиник и врачей в рекомендации ChatGPT, Perplexity и Яндекс Нейро без hallucinations, онтологии MedicalClinic и замер Share of Model (SoM).
21 min read010 / GEO / AI SEARCH 2026GEO SEO в Claude: продвижение брендов и экспертных сайтов в AI Models Anthropic
GEO SEO в Claude: Practical engineering playbook по выводу экспертных сайтов и B2B-компаний в ответы нейросети Anthropic. Алгоритмы Constitutional AI, краулер ClaudeBot, семантические триплеты и цитирование в RAG.
DREAPER Research011 / GEO / AI SEARCH 2026GEO для логистических операторов и таможенных брокеров: гарантированный вывод маршрутов в ответы ИИ
Инженерный регламент генеративной оптимизации и GEO-маркетинга для 3PL-операторов, мультимодальных перевозчиков и таможенных брокеров от Dreaper. Оцифровка маршрутов, складов временного хранения и кодов ТН ВЭД в ответы ChatGPT, Perplexity, Яндекс Нейро, Claude и Gemini. RAG-архитектура, structured data и метрика Share of Model (SoM).
23 min read012 / GEO / AI SEARCH 2026GEO для юридических фирм и адвокатских бюро: вывод экспертов в топ рекомендаций по сложным арбитражным спорам
Инженерный стандарт генеративного продвижения и GEO-маркетинга для юридических фирм и адвокатских бюро от Dreaper. Системный вывод арбитражной практики в топ ответоin ChatGPT, Perplexity, Claude, and Gemini. RAG-инфраструктура, онтологии LegalService, ликвидация судебных hallucinations и замер Share of Model (SoM).
24 min readHow to measure brand visibility and Share of Model across ChatGPT, Perplexity, and Claude
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Structuring content for dual readability: Human conversion and AI vector retrieval
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