Knowledge Base & Guides

Select a guide from the sidebar or browse categories below to master Answer Engine Optimization (AEO).

Audit & Diagnostics

1 article

AEO Technical Auditor: Complete 256-Token Vector Chunking & Entity Density ManualThe step-by-step guide to analyzing 256-token RAG chunking, entity density, and fixing the 10 AI extraction dimensions.

Content Optimization

2 articles

Smart Remediation: Automated Code, Syntax & Entity Rewriting EngineTransform failing technical audits into production-grade HTML tags, declarative micro-answers, and validated JSON-LD scripts.
Content Optimizer: Automated 40-60 Word Direct Answers & QAPage Schema ArchitectureTransform raw marketing text into high-converting answer blocks and verified Schema.org QAPage structured data.

Competitive Intelligence

3 articles

Citation Sniper: Reverse-Engineer Competitor AI Citations & Win #1 SpotMonitor commercial prompts on ChatGPT, Claude, and Perplexity to identify when competitors are cited and deploy surgical counter-articles.
Competitor Share of Voice: AI Market Penetration AnalyticsMeasure your brand's citation percentage versus top industry competitors across 100+ simulated buyer journeys.
Prompt Volumes: AI Query Demand & Commercial Intent ForecastingDiscover exact prompt search volume and conversational query velocity for your industry keywords.

Analytics & Attribution

3 articles

Stealth Tracking JS: 1.8 KB Cookieless Telemetry & AI Referral AttributionCapture and attribute visitors arriving from ChatGPT, Claude, Perplexity, and SearchGPT without third-party cookies or performance penalties.
Server-to-Server (S2S) Webhooks: Bulletproof Revenue AttributionTransmit Stripe, Shopify, and backend conversion events directly to AnswerShaper with zero ad-blocker loss.
AI Revenue Tracking & Customer Acquisition Cost (CAC)Track multi-touch customer journeys from initial AI citation to long-term subscriber lifetime value (LTV).

Multimodal Optimization

1 article

Visual GEO: Image Indexing & Diagram Citations in Multimodal LLMsOptimize charts, infographics, and technical diagrams to be extracted by ChatGPT Vision and Google Lens.

Semantic SEO

2 articles

Knowledge Graph Weaver: Entity Resolution & SameAs MappingsMap your company, founders, and products into authoritative nodes recognized by Wikidata and LLMs.
Google Search Console & Social SameAs Entity MappingUnify your LinkedIn, X, YouTube, and GSC query data into a single verified corporate entity graph.

Brand Protection

1 article

Sentiment Defender: Hallucination Monitoring & Fact CorrectionDetect negative AI outputs, false pricing claims, or outdated specs across ChatGPT, Claude, and Gemini.

Strategy & Frameworks

1 article

The AEO Manifesto: Why Traditional SEO Fails in the AI EraUnderstand the fundamental shift from keyword matching to vector embeddings and generative answer engines.

Advanced Infrastructure

1 article

Machine-to-Machine (M2M) API Feeds & llms.txt IntegrationServe optimized Markdown feeds and root llms.txt protocols directly to autonomous AI crawlers and agents.

Local AEO & Maps

1 article

Local AEO & Google Business Profile OptimizationOptimize physical branches and service areas to dominate conversational 'near me' AI recommendations.

Agency & Workspaces

1 article

Nexus Control: Multi-Client Workspaces & Automated White-Label ReportsScale AEO services across 50+ enterprise client domains with granular team RBAC and custom branding.

Technical Auditing

1 article

AI Bot Crawler Firewall: Manage GPTBot, ClaudeBot & Perplexity AccessConfigure robots.txt, Cloudflare WAF, and server headers to ensure AI search bots index your content without scraping abuse.

Strategy & Concepts

1 article

Generative Engine Optimization vs SEO: The 2026 GuideUnderstanding the fundamental shift from ranking for clicks (SEO) to ranking for citations in AI answers (GEO).

E-Commerce & Merchant Center

1 article

Google Merchant Center Optimizer: Complete Shopping Graph & AEO GuideConnect GMC via OAuth, enrich product titles with AI, deploy zero-risk supplemental feeds, and fix policy rejections.