Blog
Notes on Agentic AI, GEO, business automation and SEO.
- 01
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 - 03
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 - 04
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.
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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 - 06
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.
Read article - 07
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.
Read article - 08
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 - 09
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.
Read article - 10
llms.txt Setup Guide: Structure Your Site for AI Engines
Learn the llms.txt setup guide to structure markdown manifests for AI crawlers, avoid hallucination, and improve visibility. Start building yours.
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How to Measure AI Search Visibility: A Practical Framework
Measure AI search visibility with an evidence-to-action worksheet. Separate brand mentions, website citations and outcomes to decide what to fix next.
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The $50 Robot Hand That’s Embarrassing $50,000 Industrial Arms
OpenClaw and generative AI are doing to robotic grippers what Linux did to enterprise software. And the industry hasn't fully caught up yet.
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