GEO (61 articles)

Diagram showing an answer first page structure feeding an ai overview citation card with a quotable answer block.

Optimizing for AI-Generated Search Summaries

AI Overviews represents a critical component of modern SEO strategy. As search engines continue to evolve…
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Prompt engineering

Prompt Engineering

Prompt engineering is the practice of crafting the input given to a generative AI model to…
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Diagram showing one url carrying a human readable layer and a json-ld machine layer, both parsed at crawl time into entity records that feed the search index and retrieval for ai answers, with a compliance boundary requiring markup to describe visible page content.

JSON - The Silent Data Highway (LLM Ingestion) | LinkedIn

I'm seeing confusion about LLM ingestion/optimization. Here's a framework and a practical example use case concerning…
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Comparison diagram of claudebot versus claude-user: claudebot is the scheduled training crawler with no direct traffic, while claude-user is the live fetcher triggered by a real user that produces citations and referrals.

Claude

Claude is an AI assistant developed by Anthropic, built on its family of large language models.…
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Five stage pipeline showing how large language models crawl, chunk, embed, retrieve, and cite web content.

How LLMs Process and Cite Web Content

AI SEO represents a critical component of modern SEO strategy. As search engines continue to evolve…
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How ai search tools source information from organic search results

How AI Search Tools Source Information from Organic Search Results

Research-backed analysis of how ChatGPT, Perplexity, Google AI Overviews, Claude, and Grok retrieve and cite web…
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