Blog
Notes on Agentic AI, GEO, business automation and SEO.
- 01
Model Context Protocol Business Use Cases: Pragmatic Enterprise Tools
Explore model context protocol business use cases. Learn how Anthropic's open MCP standard connects AI models to CRM, ERP, and databases securely.
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Agentic AI Architecture for SMB: Pragmatic Automation Design
Discover agentic ai architecture for smb to automate operations without enterprise budgets. Deploy the Dual-Tier Router Model for fast ROI.
Read article - 03
Measuring AI Search Referral Traffic: A Complete Analytics Blueprint
Learn measuring ai search referral traffic across GA4 and server logs. Configure regex patterns, custom channel groupings, and UTM parameters.
Read article - 04
B2B Buying Journey in AI Search: How to Win Conversational Buyers
Map the b2b buying journey in ai search. Learn how buyers research vendors using Claude, ChatGPT, and Perplexity before scheduling sales calls.
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Audit Content for AI Quotability: How to Win Generative Snippets
Learn how to audit content for ai quotability. Structure 50-word standalone noun-first passages that AI search engines extract and cite with ease.
Read article - 06
Brand Mentions in LLM Answers: How to Win Conversational Share
Learn how to earn brand mentions in llm answers using co-citation analysis, entity clustering, and digital PR. Expand your AI visibility today.
Read article - 07
Schema Markup for LLMs: Structure JSON-LD for AI Retrieval
Learn schema markup for llms to prevent hallucinations and improve entity disambiguation. Implement our 5-node JSON-LD checklist today.
Read article - 08
AEO vs GEO Framework: The Evolution of Search Optimization
Understand the aeo vs geo framework to optimize for voice lookup and multi-model synthesis. Bridge answer engines and generative search now.
Read article - 09
AI Overviews Source Selection: How Google Picks Supporting Links
Understand AI Overviews source selection. Learn how Google algorithms select carousel link cards and optimize your content for extraction.
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ChatGPT Search SEO Strategy: How to Appear in OpenAI Answers
Implement an effective chatgpt search seo strategy. Master OAI-SearchBot crawling, Bing indexation, and conversational snippet ranking today.
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Entity Optimization for AI Search: Connect Your Brand Graph
Master entity optimization for ai search with clear schema graphs, Wikidata alignment, and brand disambiguation across LLMs. Build your graph.
Read article - 12
How to Get Cited by Perplexity: A Practical Blueprint
Discover how to get cited by Perplexity using factual density, clear entity signals, and structured extraction tables. Optimize your pages today.
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